AgentSys
Workflow automation system for Claude with a group of useful plugins, agents, and skills. Automates task-to-production workflows, PR management, code cleanup, performance investigation, drift detectio
🤖 All 2968 Claude Skills Skills
Updated: 2026-07-05
AI Agent, AI Spy
Members from the Signal Foundation with some really great tips and tricks on how to turn your operating system into an instrument of total surveillance, and why some companies are doing this really aw
Book Factory
A comprehensive pipeline of Skills that replicates traditional publishing infrastructure for nonfiction book creation using specialized Claude skills.
cc-devops-skills
Immensely detailed set of skills for DevOps Engineers (or anyone who has to deploy code, really). Works with validations, generators, shell scripts and CLI tools to create high quality IaC code for ab
Claude Code //create-hook
Slash command for hook creation - intelligently prompts you through the creation process with smart suggestions based on your project setup (TS, Prettier, ESLint...).
Claude Code //linux-desktop-slash-commands
A library of slash commands intended specifically to facilitate common and advanced operations on Linux desktop environments (although many would also be useful on Linux servers). Command groups inclu
Claude Code Agents
Comprehensive E2E development workflow with helpful Claude Code subagent prompts for solo devs. Run multiple auditors in parallel, automate fix cycles with micro-checkpoint protocols, and do browser-b
Claude Codex Settings
A well-organized, well-written set of plugins covering core developer activities, such as working with common cloud platforms like GitHub, Azure, MongoDB, and popular services such as Tavily, Playwrig
Claude Mountaineering Skills
Claude Code skill that automates mountain route research for North American peaks. Aggregates data from 10+ mountaineering sources like Mountaineers.org, PeakBagger.com and SummitPost.com to generate
Codebase to Course
A Claude Code skill that turns any codebase into a beautiful, interactive single-page HTML course for non-technical vibe coders.
Codex Skill
Enables users to prompt codex from claude code. Unlike the raw codex mcp server, this skill infers parameters such as model, reasoning effort, sandboxing from your prompt or asks you to specify them.
Compound Engineering Plugin
A very pragmatic set of well-designed agents, skills, and commands, built around a discipline of turning past mistakes and errors into lessons and opportunities for future growth and improvement. Good
Context Engineering Kit
Hand-crafted collection of advanced context engineering techniques and patterns with minimal token footprint focused on improving agent result quality.
Everything Claude Code
Top-notch, well-written resources covering "just about everything" from core engineering domains. What's nice about this "everything-" store is most of the resources have significant standalone value
Fullstack Dev Skills
A comprehensive Claude Code plugin with 65 specialized skills covering full-stack development across a wide range of specific frameworks. Features 9 project workflow commands for Jira/Confluence integ
read-only-postgres
Read-only PostgreSQL query skill for Claude Code. Executes SELECT/SHOW/EXPLAIN/WITH queries across configured databases with strict validation, timeouts, and row limits. Supports multiple connections
Superpowers
A strong bundle of core competencies for software engineering, with good coverage of a large portion of the SDLC - from planning, reviewing, testing, debugging... Well written, well organized, and ada
TÂCHES Claude Code Resources
A well-balanced, "down-to-Earth" set of sub agents, skills, and commands, that are well-organized, easy to read, and a healthy focus on "meta"-skills/agents, like "skill-auditor", hook creation, etc.
Trail of Bits Security Skills
A very professional collection of over a dozen security-focused skills for code auditing and vulnerability detection. Includes skills for static analysis with CodeQL and Semgrep, variant analysis acro
Web Assets Generator Skill
Easily generate web assets from Claude Code including favicons, app icons (PWA), and social media meta images (Open Graph) for Facebook, Twitter, WhatsApp, and LinkedIn. Handles image resizing, text-t
Workflow: Design Principles Example
# S-Tier SaaS Dashboard Design Checklist (Inspired by Stripe, Airbnb, Linear) ## I. Core Design Philosophy & Strategy * [ ] **Users First:** Prioritize user needs, workflows, and ease of use in ev
Workflow: Design Review Agent
--- name: design-review description: Use this agent when you need to conduct a comprehensive design review on front-end pull requests or general UI changes. This agent should be triggered when a PR mo
Workflow: Design Review Claude Md Snippet
## Visual Development ### Design Principles - Comprehensive design checklist in `/context/design-principles.md` - Brand style guide in `/context/style-guide.md` - When making visual (front-end, UI/UX
Workflow: Design Review Slash Command
--- allowed-tools: Grep, LS, Read, Edit, MultiEdit, Write, NotebookEdit, WebFetch, TodoWrite, WebSearch, BashOutput, KillBash, ListMcpResourcesTool, ReadMcpResourceTool, mcp__context7__resolve-library
Workflow: Readme
# Design Review Workflow This directory contains templates and examples for implementing an automated design review system that provides feedback on front-end code changes with design implications. T
Workflow: View_Commands
Here are all the available project commands, organized by category: ## Post Management - `/project:posts:new` - Create a new blog post with proper front matter - `/project:posts:check_language` - Ch
00-andruia-consultant
Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español.
007
Security audit, hardening, threat modeling (STRIDE/PASTA), Red/Blue Team, OWASP checks, code review, incident response, and infrastructure security for any project.
10-andruia-skill-smith
Ingeniero de Sistemas de Andru.ia. Diseña, redacta y despliega nuevas habilidades (skills) dentro del repositorio siguiendo el Estándar de Diamante.
20-andruia-niche-intelligence
Estratega de Inteligencia de Dominio de Andru.ia. Analiza el nicho específico de un proyecto para inyectar conocimientos, regulaciones y estándares únicos del sector. Actívalo tras definir el nicho.
2d-games
2D game development principles. Sprites, tilemaps, physics, camera.
2slides-ppt-generator
AI-powered presentation generation via the 2slides API — create slides from text, match a reference image style, summarize documents into decks, add AI voice narration, and export pages/audio. Use for
3d-games
3D game development principles. Rendering, shaders, physics, cameras.
3d-web-experience
Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing dep
Ab Test Setup
Structured guide for setting up A/B tests with mandatory gates for hypothesis, metrics, and execution readiness.
acceptance-orchestrator
Use when a coding task should be driven end-to-end from issue intake through implementation, review, deployment, and acceptance verification with minimal human re-intervention.
Accessibility Compliance Accessibility Audit
You are an accessibility expert specializing in WCAG compliance, inclusive design, and assistive technology compatibility. Conduct audits, identify barriers, and provide remediation guidance.
accesslint-audit
Find and fix WCAG 2.2 accessibility issues. Two modes — report (sweep a codebase or page, produce a prioritized written report, no edits) and fix (audit→edit→verify loop on a target). Prefers direct-C
accesslint-diff
Diff a live page's accessibility violations against a baseline — by default compares uncommitted changes (stash-based), or pass --branch [<name>] to diff against a branch. Reports only new violations
accesslint-scan
Audit a live page for accessibility issues, locate each WCAG violation precisely, and return a selector-grounded fix worklist without editing.
Active Directory Attacks
This skill should be used when the user asks to \"attack Active Directory\", \"exploit AD\", \"Kerberoasting\", \"DCSync\", \"pass-the-hash\", \"BloodHound enumeration\", \"Golden Ticket\", ...
Activecampaign Automation
Automate ActiveCampaign tasks via Rube MCP (Composio): manage contacts, tags, list subscriptions, automation enrollment, and tasks. Always search tools first for current schemas.
ad-creative
Create, iterate, and scale paid ad creative for Google Ads, Meta, LinkedIn, TikTok, and similar platforms. Use when generating headlines, descriptions, primary text, or large sets of ad variations for
Address Github Comments
Use when you need to address review or issue comments on an open GitHub Pull Request using the gh CLI.
adhx
Fetch any X/Twitter post as clean LLM-friendly JSON. Converts x.com, twitter.com, or adhx.com links into structured data with full article content, author info, and engagement metrics. No scraping or
advanced-evaluation
This skill should be used when the user asks to "implement LLM-as-judge", "compare model outputs", "create evaluation rubrics", "mitigate evaluation bias", or mentions direct scoring, pairwise compari
advogado-criminal
Advogado criminalista especializado em Maria da Penha, violencia domestica, feminicidio, direito penal brasileiro, medidas protetivas, inquerito policial e acao penal.
advogado-especialista
Advogado especialista em todas as areas do Direito brasileiro: familia, criminal, trabalhista, tributario, consumidor, imobiliario, empresarial, civil e constitucional.
aegisops-ai
Autonomous DevSecOps & FinOps Guardrails. Orchestrates Gemini 3 Flash to audit Linux Kernel patches, Terraform cost drifts, and K8s compliance.
Agent Evaluation
Testing and benchmarking LLM agents including behavioral testing, capability assessment, reliability metrics, and production monitoring\u2014where even top agents achieve less than 50% on re...
Agent Framework Azure Ai Py
Build Azure AI Foundry agents using the Microsoft Agent Framework Python SDK (agent-framework-azure-ai). Use when creating persistent agents with AzureAIAgentsProvider, using hosted tools (code int...
Agent Manager Skill
Manage multiple local CLI agents via tmux sessions (start/stop/monitor/assign) with cron-friendly scheduling.
Agent Memory Mcp
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
Agent Memory Systems
Memory is the cornerstone of intelligent agents. Without it, every interaction starts from zero. This skill covers the architecture of agent memory: short-term (context window), long-term (vector s...
Agent Orchestration Improve Agent
Systematic improvement of existing agents through performance analysis, prompt engineering, and continuous iteration.
Agent Orchestration Multi Agent Optimize
Optimize multi-agent systems with coordinated profiling, workload distribution, and cost-aware orchestration. Use when improving agent performance, throughput, or reliability.
Agent Tool Builder
Tools are how AI agents interact with the world. A well-designed tool is the difference between an agent that works and one that hallucinates, fails silently, or costs 10x more tokens than necessar...
agent-orchestrator
Meta-skill que orquestra todos os agentes do ecossistema. Scan automatico de skills, match por capacidades, coordenacao de workflows multi-skill e registry management.
agent-squad
Main agent orchestrator that coordinates a specialized squad of agents
agentflow
Orchestrate autonomous AI development pipelines through your Kanban board (Asana, GitHub Projects, Linear). Manages multi-worker Claude Code dispatch, deterministic quality gates, adversarial review,
Agentfolio
Skill for discovering and researching autonomous AI agents, tools, and ecosystems using the AgentFolio directory.
agentic-actions-auditor
Audits GitHub Actions workflows for security vulnerabilities in AI agent integrations including Claude Code Action, Gemini CLI, OpenAI Codex, and GitHub AI Inference. Detects attack vectors where
agentmail
Email infrastructure for AI agents. Create accounts, send/receive emails, manage webhooks, and check karma balance via the AgentMail API.
agentphone
Build AI phone agents with AgentPhone API. Use when the user wants to make phone calls, send/receive SMS, manage phone numbers, create voice agents, set up webhooks, or check usage — anything related
Agents V2 Py
Build container-based Foundry Agents with Azure AI Projects SDK (ImageBasedHostedAgentDefinition). Use when creating hosted agents with custom container images in Azure AI Foundry.
agents-md
This skill should be used when the user asks to "create AGENTS.md", "update AGENTS.md", "maintain agent docs", "set up CLAUDE.md", or needs to keep agent instructions concise. Enforces research-backed
agenttrace-session-audit
Audit local AI coding-agent sessions with agenttrace for cost, tool failures, latency, anomalies, health, diffs, and CI gates.
Ai Agent Development
AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents.
Ai Agents Architect
Expert in designing and building autonomous AI agents. Masters tool use, memory systems, planning strategies, and multi-agent orchestration. Use when: build agent, AI agent, autonomous agent, tool ...
Ai Engineer
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Ai Ml
AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features.
Ai Product
Every product will be AI-powered. The question is whether you'll build it right or ship a demo that falls apart in production. This skill covers LLM integration patterns, RAG architecture, prompt ...
Ai Wrapper Product
Expert in building products that wrap AI APIs (OpenAI, Anthropic, etc.) into focused tools people will pay for. Not just 'ChatGPT but different' - products that solve specific problems with AI. Cov...
ai-analyzer
AI驱动的综合健康分析系统，整合多维度健康数据、识别异常模式、预测健康风险、提供个性化建议。支持智能问答和AI健康报告生成。
ai-dev-jobs-mcp
Search 8,400+ AI and ML jobs across 489 companies, inspect listings and employers, match roles, and view salary and market stats via AI Dev Jobs MCP
ai-engineering-toolkit
6 production-ready AI engineering workflows: prompt evaluation (8-dimension scoring), context budget planning, RAG pipeline design, agent security audit (65-point checklist), eval harness building, an
ai-md
Convert human-written CLAUDE.md into AI-native structured-label format. Battle-tested across 4 models. Same rules, fewer tokens, higher compliance.
ai-native-cli
Design spec with 98 rules for building CLI tools that AI agents can safely use. Covers structured JSON output, error handling, input contracts, safety guardrails, exit codes, and agent self-descriptio
ai-seo
Optimize content for AI search and LLM citations across AI Overviews, ChatGPT, Perplexity, Claude, Gemini, and similar systems. Use when improving AI visibility, answer engine optimization, or citatio
ai-studio-image
Geracao de imagens humanizadas via Google AI Studio (Gemini). Fotos realistas estilo influencer ou educacional com iluminacao natural e imperfeicoes sutis.
Airflow Dag Patterns
Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.
Airtable Automation
Automate Airtable tasks via Rube MCP (Composio): records, bases, tables, fields, views. Always search tools first for current schemas.
akf-trust-metadata
The AI native file format. EXIF for AI — stamps every file with trust scores, source provenance, and compliance metadata. Embeds into 20+ formats (DOCX, PDF, images, code). EU AI Act, SOX, HIPAA audit
alex
Turns requirements into a precise, dependency-aware implementation plan.
Algolia Search
Expert patterns for Algolia search implementation, indexing strategies, React InstantSearch, and relevance tuning Use when: adding search to, algolia, instantsearch, search api, search functionality.
Algorithmic Art
Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when users request creating art using code, generative art, algorithmic art, flow fields,...
alpha-vantage
Access 20+ years of global financial data: equities, options, forex, crypto, commodities, economic indicators, and 50+ technical indicators.
amazon-alexa
Integracao completa com Amazon Alexa para criar skills de voz inteligentes, transformar Alexa em assistente com Claude como cerebro (projeto Auri) e integrar com AWS ecosystem (Lambda, DynamoDB, Polly
Amplitude Automation
Automate Amplitude tasks via Rube MCP (Composio): events, user activity, cohorts, user identification. Always search tools first for current schemas.
Analytics Tracking
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analytics-product
Analytics de produto — PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto.
analyze-project
Forensic root cause analyzer for Antigravity sessions. Classifies scope deltas, rework patterns, root causes, hotspots, and auto-improves prompts/health.
andrej-karpathy
Behavioral guidelines to reduce common LLM coding mistakes. Use when writing, reviewing, or refactoring code to avoid overcomplication, make surgical changes, surface assumptions, and define verifiabl
Android Jetpack Compose Expert
Expert guidance for building modern Android UIs with Jetpack Compose, covering state management, navigation, performance, and Material Design 3.
android_ui_verification
Automated end-to-end UI testing and verification on an Android Emulator using ADB.
android-dev
Production-grade Android app development guide covering native (Kotlin/Java), cross-platform (Flutter, RN, KMM), and hybrid architectures.
angular
Modern Angular (v20+) expert with deep knowledge of Signals, Standalone Components, Zoneless applications, SSR/Hydration, and reactive patterns.
Angular Best Practices
Angular performance optimization and best practices guide. Use when writing, reviewing, or refactoring Angular code for optimal performance, bundle size, and rendering efficiency.
Angular Migration
Migrate from AngularJS to Angular using hybrid mode, incremental component rewriting, and dependency injection updates. Use when upgrading AngularJS applications, planning framework migrations, or ...
Angular State Management
Master modern Angular state management with Signals, NgRx, and RxJS. Use when setting up global state, managing component stores, choosing between state solutions, or migrating from legacy patterns.
Angular Ui Patterns
Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states.
animejs-animation
Advanced JavaScript animation library skill for creating complex, high-performance web animations.
Anti Reversing Techniques
Understand anti-reversing, obfuscation, and protection techniques encountered during software analysis. Use when analyzing protected binaries, bypassing anti-debugging for authorized analysis, or u...
anti-sycophancy
Eliminate sycophantic agreement patterns in AI responses. Load via /skill anti-sycophancy.
antigravity-agent-manager
Configure and orchestrate parallel agents using the standalone Antigravity 2.0 Agent Manager and Antigravity IDE.
antigravity-design-expert
Core UI/UX engineering skill for building highly interactive, spatial, weightless, and glassmorphism-based web interfaces using GSAP and 3D CSS.
antigravity-skill-orchestrator
A meta-skill that understands task requirements, dynamically selects appropriate skills, tracks successful skill combinations using agent-memory-mcp, and prevents skill overuse for simple tasks.
antigravity-workflows
Orchestrate multiple Antigravity skills through guided workflows for SaaS MVP delivery, security audits, AI agent builds, and browser QA.
aomi-transact
Build natural-language crypto/DeFi agents and EVM MCP plugins (Claude Code, Cursor, Codex, Gemini). Aomi turns prompts into wallet-signed txs on Ethereum, Base, Arbitrum, Optimism, Polygon, Linea — no
Api Design Principles
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing...
Api Documentation
API documentation workflow for generating OpenAPI specs, creating developer guides, and maintaining comprehensive API documentation.
Api Documentation Generator
Generate comprehensive, developer-friendly API documentation from code, including endpoints, parameters, examples, and best practices
Api Documenter
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Api Fuzzing Bug Bounty
This skill should be used when the user asks to \"test API security\", \"fuzz APIs\", \"find IDOR vulnerabilities\", \"test REST API\", \"test GraphQL\", \"API penetration testing\", \"bug b...
Api Patterns
API design principles and decision-making. REST vs GraphQL vs tRPC selection, response formats, versioning, pagination.
Api Security Best Practices
Implement secure API design patterns including authentication, authorization, input validation, rate limiting, and protection against common API vulnerabilities
Api Security Testing
API security testing workflow for REST and GraphQL APIs covering authentication, authorization, rate limiting, input validation, and security best practices.
Api Testing Observability Api Mock
You are an API mocking expert specializing in realistic mock services for development, testing, and demos. Design mocks that simulate real API behavior and enable parallel development.
api-endpoint-builder
Builds production-ready REST API endpoints with validation, error handling, authentication, and documentation. Follows best practices for security and scalability.
apify-actor-development
Important: Before you begin, fill in the generatedBy property in the meta section of .actor/actor.json. Replace it with the tool and model you're currently using, such as "Claude Code with Claude Sonn
apify-actorization
Actorization converts existing software into reusable serverless applications compatible with the Apify platform. Actors are programs packaged as Docker images that accept well-defined JSON input, per
apify-audience-analysis
Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok.
apify-brand-reputation-monitoring
Scrape reviews, ratings, and brand mentions from multiple platforms using Apify Actors.
apify-competitor-intelligence
Analyze competitor strategies, content, pricing, ads, and market positioning across Google Maps, Booking.com, Facebook, Instagram, YouTube, and TikTok.
apify-content-analytics
Track engagement metrics, measure campaign ROI, and analyze content performance across Instagram, Facebook, YouTube, and TikTok.
apify-ecommerce
Extract product data, prices, reviews, and seller information from any e-commerce platform using Apify's E-commerce Scraping Tool.
apify-influencer-discovery
Find and evaluate influencers for brand partnerships, verify authenticity, and track collaboration performance across Instagram, Facebook, YouTube, and TikTok.
apify-lead-generation
Scrape leads from multiple platforms using Apify Actors.
apify-market-research
Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor.
apify-trend-analysis
Discover and track emerging trends across Google Trends, Instagram, Facebook, YouTube, and TikTok to inform content strategy.
apify-ultimate-scraper
AI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task.
App Builder
Main application building orchestrator. Creates full-stack applications from natural language requests. Determines project type, selects tech stack, coordinates agents.
App Store Optimization
Complete App Store Optimization (ASO) toolkit for researching, optimizing, and tracking mobile app performance on Apple App Store and Google Play Store
app-store-changelog
Generate user-facing App Store release notes from git history since the last tag.
Appdeploy
Deploy web apps with backend APIs, database, and file storage. Use when the user asks to deploy or publish a website or web app and wants a public URL. Uses HTTP API via curl.
Application Performance Performance Optimization
Optimize end-to-end application performance with profiling, observability, and backend/frontend tuning. Use when coordinating performance optimization across the stack.
Architect Review
Master software architect specializing in modern architecture
Architecture
Architectural decision-making framework. Requirements analysis, trade-off evaluation, ADR documentation. Use when making architecture decisions or analyzing system design.
Architecture Decision Records
Write and maintain Architecture Decision Records (ADRs) following best practices for technical decision documentation. Use when documenting significant technical decisions, reviewing past architect...
Architecture Patterns
Implement proven backend architecture patterns including Clean Architecture, Hexagonal Architecture, and Domain-Driven Design. Use when architecting complex backend systems or refactoring existing ...
aria
Designs the data model, API contracts, and structural foundation of the system.
Arm Cortex Expert
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article-illustrations
Generate hand-drawn 16:9 article illustrations with the Grav character IP, sparse annotations, and absurd but clear visual metaphors.
Asana Automation
Automate Asana tasks via Rube MCP (Composio): tasks, projects, sections, teams, workspaces. Always search tools first for current schemas.
ask-questions-if-underspecified
Clarify requirements before implementing. Use when serious doubts arise.
astro
Build content-focused websites with Astro — zero JS by default, islands architecture, multi-framework components, and Markdown/MDX support.
astropy
Astropy is the core Python package for astronomy, providing essential functionality for astronomical research and data analysis.
Async Python Patterns
Master Python asyncio, concurrent programming, and async/await patterns for high-performance applications. Use when building async APIs, concurrent systems, or I/O-bound applications requiring non-...
atlas-contract
Goal-integrity skill. Use for backend/API/persistence, preserve/do-not-change, tests/validation, mocks, rework, multi-part requests. Emits Goal Contracts, Deviation Notices, Phase Checks, Final Audits
atlas-ledger
Companion to atlas-contract. Auto-invoked by its Final Audit on caught drift; also use after Post Reviews or user requests to record a mistake. Distills drift into WHEN/DON'T/INSTEAD clauses, writes t
Attack Tree Construction
Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders.
Audio Transcriber
Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration
audit-context-building
Enables ultra-granular, line-by-line code analysis to build deep architectural context before vulnerability or bug finding.
audit-skills
Expert security auditor for AI Skills and Bundles. Performs non-intrusive static analysis to identify malicious patterns, data leaks, system stability risks, and obfuscated payloads across Windows, ma
auri-core
Auri: assistente de voz inteligente (Alexa + Claude claude-opus-4-20250805). Visao do produto, persona Vitoria Neural, stack AWS, modelo Free/Pro/Business/Enterprise, roadmap 4 fases, GTM, north star
Auth Implementation Patterns
Master authentication and authorization patterns including JWT, OAuth2, session management, and RBAC to build secure, scalable access control systems. Use when implementing auth systems, securing A...
Autonomous Agent Patterns
Design patterns for building autonomous coding agents. Covers tool integration, permission systems, browser automation, and human-in-the-loop workflows. Use when building AI agents, designing tool ...
Autonomous Agents
Autonomous agents are AI systems that can independently decompose goals, plan actions, execute tools, and self-correct without constant human guidance. The challenge isn't making them capable - it'...
Avalonia Layout Zafiro
Guidelines for modern Avalonia UI layout using Zafiro.Avalonia, emphasizing shared styles, generic components, and avoiding XAML redundancy.
Avalonia Viewmodels Zafiro
Optimal ViewModel and Wizard creation patterns for Avalonia using Zafiro and ReactiveUI.
Avalonia Zafiro Development
Mandatory skills, conventions, and behavioral rules for Avalonia UI development using the Zafiro toolkit.
avoid-ai-writing
Audit and rewrite content to remove 21 categories of AI writing patterns with a 43-entry replacement table
awareness-stage-mapper
One sentence - what this skill does and when to invoke it
Aws Compliance Checker
Automated compliance checking against CIS, PCI-DSS, HIPAA, and SOC 2 benchmarks
Aws Cost Cleanup
Automated cleanup of unused AWS resources to reduce costs
Aws Cost Optimizer
Comprehensive AWS cost analysis and optimization recommendations using AWS CLI and Cost Explorer
Aws Iam Best Practices
IAM policy review, hardening, and least privilege implementation
Aws Penetration Testing
This skill should be used when the user asks to \"pentest AWS\", \"test AWS security\", \"enumerate IAM\", \"exploit cloud infrastructure\", \"AWS privilege escalation\", \"S3 bucket testing...
Aws Secrets Rotation
Automate AWS secrets rotation for RDS, API keys, and credentials
Aws Security Audit
Comprehensive AWS security posture assessment using AWS CLI and security best practices
Aws Serverless
Specialized skill for building production-ready serverless applications on AWS. Covers Lambda functions, API Gateway, DynamoDB, SQS/SNS event-driven patterns, SAM/CDK deployment, and cold start opt...
aws-skills
AWS development with infrastructure automation and cloud architecture patterns
awt-e2e-testing
AI-powered E2E web testing — eyes and hands for AI coding tools. Declarative YAML scenarios, Playwright execution, visual matching (OpenCV + OCR), platform auto-detection (Flutter/React/Vue), learning
axiom
First-principles assumption auditor. Classifies each hidden assumption (fact / convention / belief / interest-driven), ranks by fragility × impact, and rebuilds conclusions from verified premises. Bil
Azd Deployment
Deploy containerized applications to Azure Container Apps using Azure Developer CLI (azd). Use when setting up azd projects, writing azure.yaml configuration, creating Bicep infrastructure for Cont...
Azure Ai Agents Persistent Dotnet
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Azure Ai Agents Persistent Java
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Azure Ai Anomalydetector Java
Build anomaly detection applications with Azure AI Anomaly Detector SDK for Java. Use when implementing univariate/multivariate anomaly detection, time-series analysis, or AI-powered monitoring.
Azure Ai Contentsafety Java
Build content moderation applications with Azure AI Content Safety SDK for Java. Use when implementing text/image analysis, blocklist management, or harm detection for hate, violence, sexual conten...
Azure Ai Contentsafety Py
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Azure Ai Contentsafety Ts
Analyze text and images for harmful content using Azure AI Content Safety (@azure-rest/ai-content-safety). Use when moderating user-generated content, detecting hate speech, violence, sexual conten...
Azure Ai Contentunderstanding Py
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Azure Ai Document Intelligence Dotnet
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Azure Ai Document Intelligence Ts
Extract text, tables, and structured data from documents using Azure Document Intelligence (@azure-rest/ai-document-intelligence). Use when processing invoices, receipts, IDs, forms, or building cu...
Azure Ai Formrecognizer Java
Build document analysis applications with Azure Document Intelligence (Form Recognizer) SDK for Java. Use when extracting text, tables, key-value pairs from documents, receipts, invoices, or buildi...
Azure Ai Ml Py
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Azure Ai Openai Dotnet
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Azure Ai Projects Dotnet
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Azure Ai Projects Java
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Azure Ai Projects Py
Build AI applications using the Azure AI Projects Python SDK (azure-ai-projects). Use when working with Foundry project clients, creating versioned agents with PromptAgentDefinition, running evalua...
Azure Ai Projects Ts
Build AI applications using Azure AI Projects SDK for JavaScript (@azure/ai-projects). Use when working with Foundry project clients, agents, connections, deployments, datasets, indexes, evaluation...
Azure Ai Textanalytics Py
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Azure Ai Transcription Py
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Azure Ai Translation Document Py
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Azure Ai Translation Text Py
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Azure Ai Translation Ts
Build translation applications using Azure Translation SDKs for JavaScript (@azure-rest/ai-translation-text, @azure-rest/ai-translation-document). Use when implementing text translation, transliter...
Azure Ai Vision Imageanalysis Java
Build image analysis applications with Azure AI Vision SDK for Java. Use when implementing image captioning, OCR text extraction, object detection, tagging, or smart cropping.
Azure Ai Vision Imageanalysis Py
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Azure Ai Voicelive Dotnet
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Azure Ai Voicelive Java
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Azure Ai Voicelive Py
Build real-time voice AI applications using Azure AI Voice Live SDK (azure-ai-voicelive). Use this skill when creating Python applications that need real-time bidirectional audio communication with...
Azure Ai Voicelive Ts
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Azure Appconfiguration Java
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Azure Appconfiguration Py
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Azure Appconfiguration Ts
Build applications using Azure App Configuration SDK for JavaScript (@azure/app-configuration). Use when working with configuration settings, feature flags, Key Vault references, dynamic refresh, o...
Azure Communication Callautomation Java
Build call automation workflows with Azure Communication Services Call Automation Java SDK. Use when implementing IVR systems, call routing, call recording, DTMF recognition, text-to-speech, or AI-...
Azure Communication Callingserver Java
Azure Communication Services CallingServer (legacy) Java SDK. Note - This SDK is deprecated. Use azure-communication-callautomation instead for new projects. Only use this skill when maintaining le...
Azure Communication Chat Java
Build real-time chat applications with Azure Communication Services Chat Java SDK. Use when implementing chat threads, messaging, participants, read receipts, typing notifications, or real-time cha...
Azure Communication Common Java
Azure Communication Services common utilities for Java. Use when working with CommunicationTokenCredential, user identifiers, token refresh, or shared authentication across ACS services.
Azure Communication Sms Java
Send SMS messages with Azure Communication Services SMS Java SDK. Use when implementing SMS notifications, alerts, OTP delivery, bulk messaging, or delivery reports.
Azure Compute Batch Java
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Azure Containerregistry Py
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Azure Cosmos Db Py
Build Azure Cosmos DB NoSQL services with Python/FastAPI following production-grade patterns. Use when implementing database client setup with dual auth (DefaultAzureCredential + emulator), service...
Azure Cosmos Java
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Azure Cosmos Py
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Azure Cosmos Rust
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Azure Cosmos Ts
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Azure Data Tables Java
Build table storage applications with Azure Tables SDK for Java. Use when working with Azure Table Storage or Cosmos DB Table API for NoSQL key-value data, schemaless storage, or structured data at...
Azure Data Tables Py
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Azure Eventgrid Dotnet
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Azure Eventgrid Java
Build event-driven applications with Azure Event Grid SDK for Java. Use when publishing events, implementing pub/sub patterns, or integrating with Azure services via events.
Azure Eventgrid Py
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Azure Eventhub Dotnet
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Azure Eventhub Java
Build real-time streaming applications with Azure Event Hubs SDK for Java. Use when implementing event streaming, high-throughput data ingestion, or building event-driven architectures.
Azure Eventhub Py
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Azure Eventhub Rust
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Azure Eventhub Ts
Build event streaming applications using Azure Event Hubs SDK for JavaScript (@azure/event-hubs). Use when implementing high-throughput event ingestion, real-time analytics, IoT telemetry, or event...
Azure Functions
Expert patterns for Azure Functions development including isolated worker model, Durable Functions orchestration, cold start optimization, and production patterns. Covers .NET, Python, and Node.js ...
Azure Identity Dotnet
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Azure Identity Java
Azure Identity Java SDK for authentication with Azure services. Use when implementing DefaultAzureCredential, managed identity, service principal, or any Azure authentication pattern in Java applic...
Azure Identity Py
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Azure Identity Rust
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Azure Identity Ts
Authenticate to Azure services using Azure Identity SDK for JavaScript (@azure/identity). Use when configuring authentication with DefaultAzureCredential, managed identity, service principals, or i...
Azure Keyvault Certificates Rust
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Azure Keyvault Keys Rust
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Azure Keyvault Keys Ts
Manage cryptographic keys using Azure Key Vault Keys SDK for JavaScript (@azure/keyvault-keys). Use when creating, encrypting/decrypting, signing, or rotating keys.
Azure Keyvault Py
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Azure Keyvault Secrets Rust
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Azure Keyvault Secrets Ts
Manage secrets using Azure Key Vault Secrets SDK for JavaScript (@azure/keyvault-secrets). Use when storing and retrieving application secrets or configuration values.
Azure Maps Search Dotnet
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Azure Messaging Webpubsub Java
Build real-time web applications with Azure Web PubSub SDK for Java. Use when implementing WebSocket-based messaging, live updates, chat applications, or server-to-client push notifications.
Azure Messaging Webpubsubservice Py
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Azure Mgmt Apicenter Dotnet
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Azure Mgmt Apicenter Py
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Azure Mgmt Apimanagement Dotnet
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Azure Mgmt Apimanagement Py
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Azure Mgmt Applicationinsights Dotnet
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Azure Mgmt Arizeaiobservabilityeval Dotnet
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Azure Mgmt Botservice Dotnet
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Azure Mgmt Botservice Py
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Azure Mgmt Fabric Dotnet
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Azure Mgmt Fabric Py
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Azure Mgmt Mongodbatlas Dotnet
Manage MongoDB Atlas Organizations as Azure ARM resources using Azure.ResourceManager.MongoDBAtlas SDK. Use when creating, updating, listing, or deleting MongoDB Atlas organizations through Azure M...
Azure Mgmt Weightsandbiases Dotnet
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Azure Microsoft Playwright Testing Ts
Run Playwright tests at scale using Azure Playwright Workspaces (formerly Microsoft Playwright Testing). Use when scaling browser tests across cloud-hosted browsers, integrating with CI/CD pipeline...
Azure Monitor Ingestion Java
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Azure Monitor Ingestion Py
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Azure Monitor Opentelemetry Exporter Java
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Azure Monitor Opentelemetry Exporter Py
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Azure Monitor Opentelemetry Py
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Azure Monitor Opentelemetry Ts
Instrument applications with Azure Monitor and OpenTelemetry for JavaScript (@azure/monitor-opentelemetry). Use when adding distributed tracing, metrics, and logs to Node.js applications with Appli...
Azure Monitor Query Java
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Azure Monitor Query Py
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Azure Postgres Ts
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Azure Resource Manager Cosmosdb Dotnet
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Azure Resource Manager Durabletask Dotnet
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Azure Resource Manager Mysql Dotnet
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Azure Resource Manager Playwright Dotnet
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Azure Resource Manager Postgresql Dotnet
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Azure Resource Manager Redis Dotnet
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Azure Resource Manager Sql Dotnet
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Azure Search Documents Dotnet
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Azure Search Documents Py
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Azure Search Documents Ts
Build search applications using Azure AI Search SDK for JavaScript (@azure/search-documents). Use when creating/managing indexes, implementing vector/hybrid search, semantic ranking, or building ag...
Azure Security Keyvault Keys Dotnet
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Azure Security Keyvault Keys Java
Azure Key Vault Keys Java SDK for cryptographic key management. Use when creating, managing, or using RSA/EC keys, performing encrypt/decrypt/sign/verify operations, or working with HSM-backed keys.
Azure Security Keyvault Secrets Java
Azure Key Vault Secrets Java SDK for secret management. Use when storing, retrieving, or managing passwords, API keys, connection strings, or other sensitive configuration data.
Azure Servicebus Dotnet
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Azure Servicebus Py
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Azure Servicebus Ts
Build messaging applications using Azure Service Bus SDK for JavaScript (@azure/service-bus). Use when implementing queues, topics/subscriptions, message sessions, dead-letter handling, or enterpri...
Azure Speech To Text Rest Py
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Azure Storage Blob Java
Build blob storage applications with Azure Storage Blob SDK for Java. Use when uploading, downloading, or managing files in Azure Blob Storage, working with containers, or implementing streaming da...
Azure Storage Blob Py
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Azure Storage Blob Rust
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Azure Storage Blob Ts
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Azure Storage File Datalake Py
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Azure Storage File Share Py
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Azure Storage File Share Ts
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Azure Storage Queue Py
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Azure Storage Queue Ts
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Azure Web Pubsub Ts
Build real-time messaging applications using Azure Web PubSub SDKs for JavaScript (@azure/web-pubsub, @azure/web-pubsub-client). Use when implementing WebSocket-based real-time features, pub/sub me...
Backend Architect
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Backend Dev Guidelines
Opinionated backend development standards for Node.js + Express + TypeScript microservices. Covers layered architecture, BaseController pattern, dependency injection, Prisma repositories, Zod valid...
Backend Development Feature Development
Orchestrate end-to-end backend feature development from requirements to deployment. Use when coordinating multi-phase feature delivery across teams and services.
Backend Security Coder
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Backtesting Frameworks
Build robust backtesting systems for trading strategies with proper handling of look-ahead bias, survivorship bias, and transaction costs. Use when developing trading algorithms, validating strateg...
Bamboohr Automation
Automate BambooHR tasks via Rube MCP (Composio): employees, time-off, benefits, dependents, employee updates. Always search tools first for current schemas.
Base
Database management, forms, reports, and data operations with LibreOffice Base.
Basecamp Automation
Automate Basecamp project management, to-dos, messages, people, and to-do list organization via Rube MCP (Composio). Always search tools first for current schemas.
baseline-ui
Validates animation durations, enforces typography scale, checks component accessibility, and prevents layout anti-patterns in Tailwind CSS projects. Use when building UI components, reviewing CSS uti
Bash Defensive Patterns
Master defensive Bash programming techniques for production-grade scripts. Use when writing robust shell scripts, CI/CD pipelines, or system utilities requiring fault tolerance and safety.
Bash Linux
Bash/Linux terminal patterns. Critical commands, piping, error handling, scripting. Use when working on macOS or Linux systems.
Bash Pro
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Bash Scripting
Bash scripting workflow for creating production-ready shell scripts with defensive patterns, error handling, and testing.
Bats Testing Patterns
Master Bash Automated Testing System (Bats) for comprehensive shell script testing. Use when writing tests for shell scripts, CI/CD pipelines, or requiring test-driven development of shell utilities.
Bazel Build Optimization
Optimize Bazel builds for large-scale monorepos. Use when configuring Bazel, implementing remote execution, or optimizing build performance for enterprise codebases.
bdi-mental-states
This skill should be used when the user asks to "model agent mental states", "implement BDI architecture", "create belief-desire-intention models", "transform RDF to beliefs", "build cognitive agent",
bdistill-behavioral-xray
X-ray any AI model's behavioral patterns — refusal boundaries, hallucination tendencies, reasoning style, formatting defaults. No API key needed.
bdistill-knowledge-extraction
Extract structured domain knowledge from AI models in-session or from local open-source models via Ollama. No API key needed.
beautiful-prose
A hard-edged writing style contract for timeless, forceful English prose without modern AI tics. Use when users ask for prose or rewrites that must be clean, exact, concrete, and free of AI cadence, f
Behavioral Modes
AI operational modes (brainstorm, implement, debug, review, teach, ship, orchestrate). Use to adapt behavior based on task type.
Bevy Ecs Expert
Master Bevy's Entity Component System (ECS) in Rust, covering Systems, Queries, Resources, and parallel scheduling.
bilig-workpaper
Use formula-backed WorkPaper JSON and MCP tools for agent spreadsheet tasks without driving Excel or a browser UI.
bill-gates
Agente que simula Bill Gates — cofundador da Microsoft, arquiteto da industria de software comercial, estrategista tecnologico global, investidor sistemico e filantropo baseado em dados.
Billing Automation
Build automated billing systems for recurring payments, invoicing, subscription lifecycle, and dunning management. Use when implementing subscription billing, automating invoicing, or managing recu...
Binary Analysis Patterns
Master binary analysis patterns including disassembly, decompilation, control flow analysis, and code pattern recognition. Use when analyzing executables, understanding compiled code, or performing...
biopython
Biopython is a comprehensive set of freely available Python tools for biological computation. It provides functionality for sequence manipulation, file I/O, database access, structural bioinformatics,
Bitbucket Automation
Automate Bitbucket repositories, pull requests, branches, issues, and workspace management via Rube MCP (Composio). Always search tools first for current schemas.
Blockchain Developer
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Blockrun
Use when user needs capabilities Claude lacks (image generation, real-time X/Twitter data) or explicitly requests external models (\\\"blockrun\\\", \\\"use grok\\\", \\\"use gpt\\\", \\\"da...
blog-writing-guide
This skill enforces Sentry's blog writing standards across every post — whether you're helping an engineer write their first blog post or a marketer draft a product announcement.
blueprint
Turn a one-line objective into a step-by-step construction plan any coding agent can execute cold. Each step has a self-contained context brief — a fresh agent in a new session can pick up any step wi
Box Automation
Automate Box cloud storage operations including file upload/download, search, folder management, sharing, collaborations, and metadata queries via Rube MCP (Composio). Always search tools first for...
Brainstorming
Use before creative or constructive work (features, architecture, behavior). Transforms vague ideas into validated designs through disciplined reasoning and collaboration.
Brand Guidelines Anthropic
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...
Brand Guidelines Community
Applies Anthropic's official brand colors and typography to any sort of artifact that may benefit from having Anthropic's look-and-feel. Use it when brand colors or style guidelines, visual formatt...
brand-guidelines
Write copy following Sentry brand guidelines. Use when writing UI text, error messages, empty states, onboarding flows, 404 pages, documentation, marketing copy, or any user-facing content. Covers bot
brand-perception-psychologist
One sentence - what this skill does and when to invoke it
Brevo Automation
Automate Brevo (Sendinblue) tasks via Rube MCP (Composio): manage email campaigns, create/edit templates, track senders, and monitor campaign performance. Always search tools first for current sche...
Broken Authentication
This skill should be used when the user asks to \"test for broken authentication vulnerabilities\", \"assess session management security\", \"perform credential stuffing tests\", \"evaluate ...
brooks-lint
AI code reviewer grounded in classic software engineering books for catching design smells, coupling issues, and architectural risks.
Browser Automation
Browser automation powers web testing, scraping, and AI agent interactions. The difference between a flaky script and a reliable system comes down to understanding selectors, waiting strategies, an...
Browser Extension Builder
Expert in building browser extensions that solve real problems - Chrome, Firefox, and cross-browser extensions. Covers extension architecture, manifest v3, content scripts, popup UIs, monetization ...
bug-hunter
Systematically finds and fixes bugs using proven debugging techniques. Traces from symptoms to root cause, implements fixes, and prevents regression.
build
build
building-native-ui
Complete guide for building beautiful apps with Expo Router. Covers fundamentals, styling, components, navigation, animations, patterns, and native tabs.
bulletmind
Convert input into clean, structured, hierarchical bullet points for summarization, note-taking, and structured thinking.
Bullmq Specialist
BullMQ expert for Redis-backed job queues, background processing, and reliable async execution in Node.js/TypeScript applications. Use when: bullmq, bull queue, redis queue, background job, job queue.
bumblebee
Run Bumblebee supply-chain inventory and exposure scans on macOS/Linux to detect compromised packages, extensions, and MCP host configs.
Bun Development
Modern JavaScript/TypeScript development with Bun runtime. Covers package management, bundling, testing, and migration from Node.js. Use when working with Bun, optimizing JS/TS development speed, o...
Burp Suite Testing
This skill should be used when the user asks to \"intercept HTTP traffic\", \"modify web requests\", \"use Burp Suite for testing\", \"perform web vulnerability scanning\", \"test with Burp ...
burpsuite-project-parser
Searches and explores Burp Suite project files (.burp) from the command line. Use when searching response headers or bodies with regex patterns, extracting security audit findings, dumping proxy histo
Business Analyst
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Busybox On Windows
How to use a Win32 build of BusyBox to run many of the standard UNIX command line tools on Windows.
buywhere-product-catalog
Use BuyWhere's MCP and API surfaces to add product search, price comparison, and deal discovery to AI shopping agents.
C Pro
Write efficient C code with proper memory management, pointer
C4 Architecture C4 Architecture
Generate comprehensive C4 architecture documentation for an existing repository/codebase using a bottom-up analysis approach.
C4 Code
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C4 Component
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C4 Container
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C4 Context
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Cal Com Automation
Automate Cal.com tasks via Rube MCP (Composio): manage bookings, check availability, configure webhooks, and handle teams. Always search tools first for current schemas.
Calc
Spreadsheet creation, format conversion (ODS/XLSX/CSV), formulas, data automation with LibreOffice Calc.
Calendly Automation
Automate Calendly scheduling, event management, invitee tracking, availability checks, and organization administration via Rube MCP (Composio). Always search tools first for current schemas.
Canva Automation
Automate Canva tasks via Rube MCP (Composio): designs, exports, folders, brand templates, autofill. Always search tools first for current schemas.
Canvas Design
Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the user asks to create a poster, piece of art, design, or other static piece. Create ...
Carrier Relationship Management
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Cc Skill Backend Patterns
Backend architecture patterns, API design, database optimization, and server-side best practices for Node.js, Express, and Next.js API routes.
Cc Skill Clickhouse Io
ClickHouse database patterns, query optimization, analytics, and data engineering best practices for high-performance analytical workloads.
Cc Skill Coding Standards
Universal coding standards, best practices, and patterns for TypeScript, JavaScript, React, and Node.js development.
Cc Skill Continuous Learning
Development skill from everything-claude-code
Cc Skill Frontend Patterns
Frontend development patterns for React, Next.js, state management, performance optimization, and UI best practices.
Cc Skill Project Guidelines Example
Project Guidelines Skill (Example)
Cc Skill Security Review
Use this skill when adding authentication, handling user input, working with secrets, creating API endpoints, or implementing payment/sensitive features. Provides comprehensive security checklist a...
Cc Skill Strategic Compact
Development skill from everything-claude-code
Cdk Patterns
Common AWS CDK patterns and constructs for building cloud infrastructure with TypeScript, Python, or Java. Use when designing reusable CDK stacks and L3 constructs.
Changelog Automation
Automate changelog generation from commits, PRs, and releases following Keep a Changelog format. Use when setting up release workflows, generating release notes, or standardizing commit conventions.
chat-widget
Build a real-time support chat system with a floating widget for users and an admin dashboard for support staff. Use when the user wants live chat, customer support chat, real-time messaging, or in-ap
Chrome Extension Developer
Expert in building Chrome Extensions using Manifest V3. Covers background scripts, service workers, content scripts, and cross-context communication.
churn-prevention
Reduce voluntary and involuntary churn with cancel flows, save offers, dunning, win-back tactics, and retention strategy. Use when users are cancelling, failed payments are rising, or subscription ret
Cicd Automation Workflow Automate
You are a workflow automation expert specializing in creating efficient CI/CD pipelines, GitHub Actions workflows, and automated development processes. Design automation that reduces manual work, i...
Circleci Automation
Automate CircleCI tasks via Rube MCP (Composio): trigger pipelines, monitor workflows/jobs, retrieve artifacts and test metadata. Always search tools first for current schemas.
cirq
Cirq is Google Quantum AI's open-source framework for designing, simulating, and running quantum circuits on quantum computers and simulators.
citation-management
Manage citations systematically throughout the research and writing process.
claimable-postgres
Provision instant temporary Postgres databases via Claimable Postgres by Neon (pg.new). No login or credit card required. Use for quick Postgres environments and throwaway DATABASE_URL for prototyping
clarity-gate
Pre-ingestion verification for epistemic quality in RAG systems. Ensures documents are properly qualified before entering knowledge bases. Produces CGD (Clarity-Gated Documents) and validates SOT (Sou
clarvia-aeo-check
Score any MCP server, API, or CLI for agent-readiness using Clarvia AEO (Agent Experience Optimization). Search 15,400+ indexed tools before adding them to your workflow.
Claude Code Guide
Master guide for using Claude Code effectively. Includes configuration templates, prompting strategies \\\"Thinking\\\" keywords, debugging techniques, and best practices for interacting wit...
Claude D3Js Skill
Creating interactive data visualisations using d3.js. This skill should be used when creating custom charts, graphs, network diagrams, geographic visualisations, or any complex SVG-based data visua...
claude-ally-health
A health assistant skill for medical information analysis, symptom tracking, and wellness guidance.
claude-api
Build apps with the Claude API or Anthropic SDK. TRIGGER when: code imports `anthropic`/`@anthropic-ai/sdk`/`claude_agent_sdk`, or user asks to use Claude API, Anthropic SDKs, or Agent SDK. DO NOT TRI
claude-code-expert
Especialista profundo em Claude Code - CLI da Anthropic. Maximiza produtividade com atalhos, hooks, MCPs, configuracoes avancadas, workflows, CLAUDE.md, memoria, sub-agentes, permissoes e integracao c
claude-in-chrome-troubleshooting
Diagnose and fix Claude in Chrome MCP extension connectivity issues. Use when mcp__claude-in-chrome__* tools fail, return "Browser extension is not connected", or behave erratically.
claude-monitor
Monitor de performance do Claude Code e sistema local. Diagnostica lentidao, mede CPU/RAM/disco, verifica API latency e gera relatorios de saude do sistema.
claude-scientific-skills
Scientific research and analysis skills
claude-settings-audit
Analyze a repository to generate recommended Claude Code settings.json permissions. Use when setting up a new project, auditing existing settings, or determining which read-only bash commands to allow
claude-speed-reader
-Speed read Claude's responses at 600+ WPM using RSVP with Spritz-style ORP highlighting
claude-win11-speckit-update-skill
Windows 11 system management
Clean Code
Applies principles from Robert C. Martin's 'Clean Code'. Use this skill when writing, reviewing, or refactoring code to ensure high quality, readability, and maintainability. Covers naming, functio...
Clerk Auth
Expert patterns for Clerk auth implementation, middleware, organizations, webhooks, and user sync Use when: adding authentication, clerk auth, user authentication, sign in, sign up.
Clickup Automation
Automate ClickUp project management including tasks, spaces, folders, lists, comments, and team operations via Rube MCP (Composio). Always search tools first for current schemas.
Close Automation
Automate Close CRM tasks via Rube MCP (Composio): create leads, manage calls/SMS, handle tasks, and track notes. Always search tools first for current schemas.
closed-loop-delivery
Use when a coding task must be completed against explicit acceptance criteria with minimal user re-intervention across implementation, review feedback, deployment, and runtime verification.
Cloud Architect
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Cloud Devops
Cloud infrastructure and DevOps workflow covering AWS, Azure, GCP, Kubernetes, Terraform, CI/CD, monitoring, and cloud-native development.
Cloud Penetration Testing
This skill should be used when the user asks to \"perform cloud penetration testing\", \"assess Azure or AWS or GCP security\", \"enumerate cloud resources\", \"exploit cloud misconfiguratio...
Cloudflare Workers Expert
Expert in Cloudflare Workers and the Edge Computing ecosystem. Covers Wrangler, KV, D1, Durable Objects, and R2 storage.
Cloudformation Best Practices
CloudFormation template optimization, nested stacks, drift detection, and production-ready patterns. Use when writing or reviewing CF templates.
Coda Automation
Automate Coda tasks via Rube MCP (Composio): manage docs, pages, tables, rows, formulas, permissions, and publishing. Always search tools first for current schemas.
Code Documentation Code Explain
You are a code education expert specializing in explaining complex code through clear narratives, visual diagrams, and step-by-step breakdowns. Transform difficult concepts into understandable expl...
Code Documentation Doc Generate
You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...
Code Refactoring Context Restore
Use when working with code refactoring context restore
Code Refactoring Refactor Clean
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its...
Code Refactoring Tech Debt
You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti
Code Review Ai Ai Review
You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C
Code Review Checklist
Comprehensive checklist for conducting thorough code reviews covering functionality, security, performance, and maintainability
Code Review Excellence
Master effective code review practices to provide constructive feedback, catch bugs early, and foster knowledge sharing while maintaining team morale. Use when reviewing pull requests, establishing...
Code Reviewer
Elite code review expert specializing in modern AI-powered code
code-simplifier
Simplifies and refines code for clarity, consistency, and maintainability while preserving all functionality. Use when asked to "simplify code", "clean up code", "refactor for clarity", "improve reada
Codebase Cleanup Deps Audit
You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...
Codebase Cleanup Refactor Clean
You are a code refactoring expert specializing in clean code principles, SOLID design patterns, and modern software engineering best practices. Analyze and refactor the provided code to improve its...
Codebase Cleanup Tech Debt
You are a technical debt expert specializing in identifying, quantifying, and prioritizing technical debt in software projects. Analyze the codebase to uncover debt, assess its impact, and create acti
codebase-audit-pre-push
Deep audit before GitHub push: removes junk files, dead code, security holes, and optimization issues. Checks every file line-by-line for production readiness.
codebase-to-wordpress-converter
Expert skill for converting any codebase (React/HTML/Next.js) into a pixel-perfect, SEO-optimized, and dynamic WordPress theme.
Codex Review
Professional code review with auto CHANGELOG generation, integrated with Codex AI
cold-email
Write B2B cold emails and follow-up sequences that earn replies. Use when creating outbound prospecting emails, SDR outreach, personalized opening lines, subject lines, CTAs, and multi-touch follow-up
comfyui-gateway
REST API gateway for ComfyUI servers. Workflow management, job queuing, webhooks, caching, auth, rate limiting, and image delivery (URL + base64).
Commit
Create commit messages following Sentry conventions. Use when committing code changes, writing commit messages, or formatting git history. Follows conventional commits with Sentry-specific issue re...
Competitive Landscape
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Competitor Alternatives
When the user wants to create competitor comparison or alternative pages for SEO and sales enablement. Also use when the user mentions 'alternative page,' 'vs page,' 'competitor comparison,' 'compa...
complexity-cuts
Lower Big-O on existing code via a one-transformation-at-a-time playbook with verify-revert-stop. For new code use lemmaly; for math-level wins escalate to mathguard.
composition-patterns
Use when working with composition-patterns tasks or workflows
Comprehensive Review Full Review
Use when working with comprehensive review full review
Comprehensive Review Pr Enhance
You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and e...
Computer Use Agents
Build AI agents that interact with computers like humans do - viewing screens, moving cursors, clicking buttons, and typing text. Covers Anthropic's Computer Use, OpenAI's Operator/CUA, and open-so...
Computer Vision Expert
SOTA Computer Vision Expert (2026). Specialized in YOLO26, Segment Anything 3 (SAM 3), Vision Language Models, and real-time spatial analysis.
Concise Planning
Use when a user asks for a plan for a coding task, to generate a clear, actionable, and atomic checklist.
Conductor Implement
Execute tasks from a track's implementation plan following TDD workflow
Conductor Manage
Manage track lifecycle: archive, restore, delete, rename, and cleanup
Conductor New Track
Create a new track with specification and phased implementation plan
Conductor Revert
Git-aware undo by logical work unit (track, phase, or task)
Conductor Setup
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Conductor Status
Display project status, active tracks, and next actions
Conductor Validator
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Confluence Automation
Automate Confluence page creation, content search, space management, labels, and hierarchy navigation via Rube MCP (Composio). Always search tools first for current schemas.
constant-time-analysis
Analyze cryptographic code to detect operations that leak secret data through execution timing variations.
container-security-hardening
Harden Docker/container images and runtime deployments with secure base images, non-root users, CVE scanning, SBOM/signing, seccomp/AppArmor, and Kubernetes pod security controls. Use for Dockerfile s
Content Creator
Create SEO-optimized marketing content with consistent brand voice. Includes brand voice analyzer, SEO optimizer, content frameworks, and social media templates. Use when writing blog posts, creati...
Content Marketer
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content-strategy
Plan a content strategy, topic clusters, editorial roadmap, and content mix for traffic, authority, and lead generation. Use when deciding what to publish, what topics to prioritize, or how to structu
Context Compression
Design and evaluate compression strategies for long-running sessions
Context Degradation
Recognize patterns of context failure: lost-in-middle, poisoning, distraction, and clash
Context Driven Development
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Context Fundamentals
Understand what context is, why it matters, and the anatomy of context in agent systems
Context Management Context Restore
Use when working with context management context restore
Context Management Context Save
Use when working with context management context save
Context Manager
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Context Optimization
Apply compaction, masking, and caching strategies
Context Window Management
Strategies for managing LLM context windows including summarization, trimming, routing, and avoiding context rot Use when: context window, token limit, context management, context engineering, long...
context-agent
Agente de contexto para continuidade entre sessoes. Salva resumos, decisoes, tarefas pendentes e carrega briefing automatico na sessao seguinte.
context-guardian
Guardiao de contexto que preserva dados criticos antes da compactacao automatica. Snapshots, verificacao de integridade e zero perda de informacao.
Context7 Auto Research
Automatically fetch latest library/framework documentation for Claude Code via Context7 API
Conversation Memory
Persistent memory systems for LLM conversations including short-term, long-term, and entity-based memory Use when: conversation memory, remember, memory persistence, long-term memory, chat history.
Convertkit Automation
Automate ConvertKit (Kit) tasks via Rube MCP (Composio): manage subscribers, tags, broadcasts, and broadcast stats. Always search tools first for current schemas.
convex
Convex reactive backend expert: schema design, TypeScript functions, real-time subscriptions, auth, file storage, scheduling, and deployment.
Copilot Sdk
Build applications powered by GitHub Copilot using the Copilot SDK. Use when creating programmatic integrations with Copilot across Node.js/TypeScript, Python, Go, or .NET. Covers session managemen...
Copy Editing
When the user wants to edit, review, or improve existing marketing copy. Also use when the user mentions 'edit this copy,' 'review my copy,' 'copy feedback,' 'proofread,' 'polish this,' 'make this ...
Copywriting
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copywriting-psychologist
One sentence - what this skill does and when to invoke it
Core Components
Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.
Cost Optimization
Optimize cloud costs through resource rightsizing, tagging strategies, reserved instances, and spending analysis. Use when reducing cloud expenses, analyzing infrastructure costs, or implementing c...
Cpp Pro
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Cqrs Implementation
Implement Command Query Responsibility Segregation for scalable architectures. Use when separating read and write models, optimizing query performance, or building event-sourced systems.
create-branch
Create a git branch following Sentry naming conventions. Use when asked to "create a branch", "new branch", "start a branch", "make a branch", "switch to a new branch", or when starting new work on th
create-issue-gate
Use when starting a new implementation task and an issue must be created with strict acceptance criteria gating before execution.
create-pr
Alias for sentry-skills:pr-writer. Use when users explicitly ask for "create-pr" or reference the legacy skill name. Redirects to the canonical PR writing workflow.
cred-omega
CISO operacional enterprise para gestao total de credenciais e segredos.
Crewai
Expert in CrewAI - the leading role-based multi-agent framework used by 60% of Fortune 500 companies. Covers agent design with roles and goals, task definition, crew orchestration, process types (s...
crypto-bd-agent
Production-tested patterns for building AI agents that autonomously discover, > evaluate, and acquire token listings for cryptocurrency exchanges.
Csharp Pro
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Customer Support
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customer-psychographic-profiler
One sentence - what this skill does and when to invoke it
Customs Trade Compliance
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cv-generator
Generate professional, ATS-optimized CVs for FlowCV, Canva, Google Docs, or Word. Handles multi-source merging, JD targeting, seniority adaptation, and humanized rewriting. Outputs paste-ready text wi
daily
Documentation and capabilities reference for Daily
Daily News Report
Scrapes content based on a preset URL list, filters high-quality technical information, and generates daily Markdown reports.
daily-gift
Relationship-aware daily gift engine with five-stage creative pipeline — editorial judgment, synthesis, concept generation, visual strategy, and rendering in H5, image, or video
Data Engineer
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Data Engineering Data Driven Feature
Build features guided by data insights, A/B testing, and continuous measurement using specialized agents for analysis, implementation, and experimentation.
Data Engineering Data Pipeline
You are a data pipeline architecture expert specializing in scalable, reliable, and cost-effective data pipelines for batch and streaming data processing.
Data Quality Frameworks
Implement data quality validation with Great Expectations, dbt tests, and data contracts. Use when building data quality pipelines, implementing validation rules, or establishing data contracts.
Data Scientist
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Data Storytelling
Transform data into compelling narratives using visualization, context, and persuasive structure. Use when presenting analytics to stakeholders, creating data reports, or building executive present...
Data Structure Protocol
Give agents persistent structural memory of a codebase — navigate dependencies, track public APIs, and understand why connections exist without re-reading the whole repo.
Database
Database development and operations workflow covering SQL, NoSQL, database design, migrations, optimization, and data engineering.
Database Admin
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Database Architect
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Database Cloud Optimization Cost Optimize
You are a cloud cost optimization expert specializing in reducing infrastructure expenses while maintaining performance and reliability. Analyze cloud spending, identify savings opportunities, and ...
Database Design
Database design principles and decision-making. Schema design, indexing strategy, ORM selection, serverless databases.
Database Migration
Execute database migrations across ORMs and platforms with zero-downtime strategies, data transformation, and rollback procedures. Use when migrating databases, changing schemas, performing data tr...
Database Migrations Migration Observability
Migration monitoring, CDC, and observability infrastructure
Database Migrations Sql Migrations
SQL database migrations with zero-downtime strategies for PostgreSQL, MySQL, and SQL Server. Focus on data integrity and rollback plans.
Database Optimizer
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Datadog Automation
Automate Datadog tasks via Rube MCP (Composio): query metrics, search logs, manage monitors/dashboards, create events and downtimes. Always search tools first for current schemas.
Dbos Golang
DBOS Go SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Go code with DBOS, creating workflows and steps, using queues, using the DBOS Clie...
Dbos Python
DBOS Python SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing Python code with DBOS, creating workflows and steps, using queues, using DBOSC...
Dbos Typescript
DBOS TypeScript SDK for building reliable, fault-tolerant applications with durable workflows. Use this skill when writing TypeScript code with DBOS, creating workflows and steps, using queues, usi...
Dbt Transformation Patterns
Master dbt (data build tool) for analytics engineering with model organization, testing, documentation, and incremental strategies. Use when building data transformations, creating data models, or ...
Ddd Context Mapping
Map relationships between bounded contexts and define integration contracts using DDD context mapping patterns.
Ddd Strategic Design
Design DDD strategic artifacts including subdomains, bounded contexts, and ubiquitous language for complex business domains.
Ddd Tactical Patterns
Apply DDD tactical patterns in code using entities, value objects, aggregates, repositories, and domain events with explicit invariants.
debug-buttercup
All pods run in namespace crs. Use when pods in the crs namespace are in CrashLoopBackOff, OOMKilled, or restarting, multiple services restart simultaneously (cascade failure), or redis is unresponsiv
Debugger
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Debugging Strategies
Master systematic debugging techniques, profiling tools, and root cause analysis to efficiently track down bugs across any codebase or technology stack. Use when investigating bugs, performance iss...
Debugging Toolkit Smart Debug
Use when working with debugging toolkit smart debug
debugging-toolkit
Use when working with debugging toolkit smart debug (Alias for debugging-toolkit-smart-debug)
decision-navigator
Guide stuck or overwhelmed users through targeted branching questions until they reach concrete next steps.
Deep Research
Execute autonomous multi-step research using Google Gemini Deep Research Agent. Use for: market analysis, competitive landscaping, literature reviews, technical research, due diligence. Takes 2-10 ...
Defi Protocol Templates
Implement DeFi protocols with production-ready templates for staking, AMMs, governance, and lending systems. Use when building decentralized finance applications or smart contract protocols.
defuddle
Extract clean markdown content from web pages using Defuddle CLI, removing clutter and navigation to save tokens. Use instead of WebFetch when the user provides a URL to read or analyze, for online do
dep
Handles containerization, CI/CD pipelines, and deployment setup.
Dependency Management Deps Audit
You are a dependency security expert specializing in vulnerability scanning, license compliance, and supply chain security. Analyze project dependencies for known vulnerabilities, licensing issues,...
Dependency Upgrade
Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use when upgrading framework versions, updating major dependencies, or managing brea...
deploy-to-vercel
Deploy applications and websites to Vercel. Use when the user requests deployment actions like "deploy my app", "deploy and give me the link", "push this live", or "create a preview deployment".
Deployment Engineer
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Deployment Pipeline Design
Design multi-stage CI/CD pipelines with approval gates, security checks, and deployment orchestration. Use when architecting deployment workflows, setting up continuous delivery, or implementing Gi...
Deployment Procedures
Production deployment principles and decision-making. Safe deployment workflows, rollback strategies, and verification. Teaches thinking, not scripts.
Deployment Validation Config Validate
You are a configuration management expert specializing in validating, testing, and ensuring the correctness of application configurations. Create comprehensive validation schemas, implement configurat
Design Orchestration
# Design Orchestration (Meta-Skill) ## Purpose Ensure that **ideas become designs**, **designs are reviewed**, and **only validated designs reach implementation**. This skill does not generate desi
design-md
Analyze Stitch projects and synthesize a semantic design system into DESIGN.md files
design-spells
Curated micro-interactions and design details that add "magic" and personality to websites and apps.
design-taste-frontend
Use when building high-agency frontend interfaces with strict design taste, calibrated color, responsive layout, and motion rules.
devcontainer-setup
Creates devcontainers with Claude Code, language-specific tooling (Python/Node/Rust/Go), and persistent volumes. Use when adding devcontainer support to a project, setting up isolated development envi
Development
Comprehensive web, mobile, and backend development workflow bundling frontend, backend, full-stack, and mobile development skills for end-to-end application delivery.
Devops Troubleshooter
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devops-deploy
DevOps e deploy de aplicacoes — Docker, CI/CD com GitHub Actions, AWS Lambda, SAM, Terraform, infraestrutura como codigo e monitoramento.
diary
Unified Diary System: A context-preserving automated logger for multi-project development.
differential-review
Security-focused code review for PRs, commits, and diffs.
Discord Automation
Automate Discord tasks via Rube MCP (Composio): messages, channels, roles, webhooks, reactions. Always search tools first for current schemas.
Discord Bot Architect
Specialized skill for building production-ready Discord bots. Covers Discord.js (JavaScript) and Pycord (Python), gateway intents, slash commands, interactive components, rate limiting, and sharding.
Dispatching Parallel Agents
Use when facing 2+ independent tasks that can be worked on without shared state or sequential dependencies
Distributed Debugging Debug Trace
You are a debugging expert specializing in setting up comprehensive debugging environments, distributed tracing, and diagnostic tools. Configure debugging workflows, implement tracing solutions, an...
Distributed Tracing
Implement distributed tracing with Jaeger and Tempo to track requests across microservices and identify performance bottlenecks. Use when debugging microservices, analyzing request flows, or implem...
Django Pro
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django-access-review
django-access-review
django-perf-review
Django performance code review. Use when asked to "review Django performance", "find N+1 queries", "optimize Django", "check queryset performance", "database performance", "Django ORM issues", or audi
Doc Coauthoring
Guide users through a structured workflow for co-authoring documentation. Use when user wants to write documentation, proposals, technical specs, decision docs, or similar structured content. This ...
doc2math
Convert narrative technical documents into grounded Mathematical Problem Specifications with variables, constraints, objectives, and uncertainty.
Docker Expert
Docker containerization expert with deep knowledge of multi-stage builds, image optimization, container security, Docker Compose orchestration, and production deployment patterns. Use PROACTIVELY f...
Docs Architect
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Documentation
Documentation generation workflow covering API docs, architecture docs, README files, code comments, and technical writing.
Documentation Generation Doc Generate
You are a documentation expert specializing in creating comprehensive, maintainable documentation from code. Generate API docs, architecture diagrams, user guides, and technical references using AI...
Documentation Templates
Documentation templates and structure guidelines. README, API docs, code comments, and AI-friendly documentation.
Docusign Automation
Automate DocuSign tasks via Rube MCP (Composio): templates, envelopes, signatures, document management. Always search tools first for current schemas.
Docx Official
Comprehensive document creation, editing, and analysis with support for tracked changes, comments, formatting preservation, and text extraction. When Claude needs to work with professional document...
Domain Driven Design
Plan and route Domain-Driven Design work from strategic modeling to tactical implementation and evented architecture patterns.
dos-verify-done-claims
Before accepting an agent's 'done / shipped / fixed' claim, verify it against ground truth (git ancestry + the commit's own diff) using the DOS kernel's `dos verify` and `dos commit-audit` — never the
Dotnet Architect
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Dotnet Backend
Build ASP.NET Core 8+ backend services with EF Core, auth, background jobs, and production API patterns.
Dotnet Backend Patterns
Master C#/.NET backend development patterns for building robust APIs, MCP servers, and enterprise applications. Covers async/await, dependency injection, Entity Framework Core, Dapper, configuratio...
Draw
Vector graphics and diagram creation, format conversion (ODG/SVG/PDF) with LibreOffice Draw.
drizzle-orm-expert
Expert in Drizzle ORM for TypeScript — schema design, relational queries, migrations, and serverless database integration. Use when building type-safe database layers with Drizzle.
Dropbox Automation
Automate Dropbox file management, sharing, search, uploads, downloads, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
dwarf-expert
Provides expertise for analyzing DWARF debug files and understanding the DWARF debug format/standard (v3-v5). Triggers when understanding DWARF information, interacting with DWARF files, answering DWA
Dx Optimizer
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E2E Testing
End-to-end testing workflow with Playwright for browser automation, visual regression, cross-browser testing, and CI/CD integration.
E2E Testing Patterns
Master end-to-end testing with Playwright and Cypress to build reliable test suites that catch bugs, improve confidence, and enable fast deployment. Use when implementing E2E tests, debugging flaky...
earllm-build
Build, maintain, and extend the EarLLM One Android project — a Kotlin/Compose app that connects Bluetooth earbuds to an LLM via voice pipeline.
ecl-harness-engineer
Create or audit ECL Agent Harness infrastructure: AGENTS.md, change tracking, repository guidance, lint checks, CI gates, and agent handoff docs.
ejentum-reasoning-harness
MCP server exposing four cognitive harness modes (reasoning, code, anti-deception, memory). Each call returns an engineered scaffold (failure pattern, procedure, suppression vectors, falsification tes
electron-development
Master Electron desktop app development with secure IPC, contextIsolation, preload scripts, multi-process architecture, electron-builder packaging, code signing, and auto-update.
Elixir Pro
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elon-musk
Agente que simula Elon Musk com profundidade psicologica e comunicacional de alta fidelidade. Ativado para: "fale como Elon", "simule Elon Musk", "o que Elon diria sobre X", "first principles thinking
Email Sequence
When the user wants to create or optimize an email sequence, drip campaign, automated email flow, or lifecycle email program. Also use when the user mentions \"email sequence,\" \"drip campa...
Email Systems
Email has the highest ROI of any marketing channel. $36 for every $1 spent. Yet most startups treat it as an afterthought - bulk blasts, no personalization, landing in spam folders. This skill cov...
Embedding Strategies
Select and optimize embedding models for semantic search and RAG applications. Use when choosing embedding models, implementing chunking strategies, or optimizing embedding quality for specific dom...
emblemai-crypto-wallet
Crypto wallet management across 7 blockchains via EmblemAI Agent Hustle API. Balance checks, token swaps, portfolio analysis, and transaction execution for Solana, Ethereum, Base, BSC, Polygon, Hedera
emergency-card
生成紧急情况下快速访问的医疗信息摘要卡片。当用户需要旅行、就诊准备、紧急情况或询问"紧急信息"、"医疗卡片"、"急救信息"时使用此技能。提取关键信息（过敏、用药、急症、植入物），支持多格式输出（JSON、文本、二维码），用于急救或快速就医。
emotional-arc-designer
One sentence - what this skill does and when to invoke it
Employment Contract Templates
Create employment contracts, offer letters, and HR policy documents following legal best practices. Use when drafting employment agreements, creating HR policies, or standardizing employment docume...
Energy Procurement
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enhance-prompt
Transforms vague UI ideas into polished, Stitch-optimized prompts. Enhances specificity, adds UI/UX keywords, injects design system context, and structures output for better generation results.
Environment Setup Guide
Guide developers through setting up development environments with proper tools, dependencies, and configurations
Error Debugging Error Analysis
You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
Error Debugging Error Trace
You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured loggi...
Error Debugging Multi Agent Review
Use when working with error debugging multi agent review
Error Detective
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Error Diagnostics Error Analysis
You are an expert error analysis specialist with deep expertise in debugging distributed systems, analyzing production incidents, and implementing comprehensive observability solutions.
Error Diagnostics Error Trace
You are an error tracking and observability expert specializing in implementing comprehensive error monitoring solutions. Set up error tracking systems, configure alerts, implement structured logging,
Error Diagnostics Smart Debug
Use when working with error diagnostics smart debug
Error Handling Patterns
Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful degradation to build resilient applications. Use when implementing error handling...
Ethical Hacking Methodology
This skill should be used when the user asks to \"learn ethical hacking\", \"understand penetration testing lifecycle\", \"perform reconnaissance\", \"conduct security scanning\", \"exploit ...
Evaluation
Build evaluation frameworks for agent systems
Event Sourcing Architect
Expert in event sourcing, CQRS, and event-driven architecture patterns. Masters event store design, projection building, saga orchestration, and eventual consistency patterns. Use PROACTIVELY for e...
Event Store Design
Design and implement event stores for event-sourced systems. Use when building event sourcing infrastructure, choosing event store technologies, or implementing event persistence patterns.
event-staffing-compliance
Assess worker-classification and compliance risk for temporary event staffing in the US and Canada — W-2 vs 1099, misclassification penalties, joint-employer liability, COI, and wage/hour rules. Inclu
event-staffing-ordering
Order W-2 compliant temporary event staff for conventions, trade shows, festivals, concerts, sporting events, and brand activations across 300+ US and Canadian markets via TempGuru. Covers city covera
evolution
This skill enables makepad-skills to self-improve continuously during development.
Exa Search
Semantic search, similar content discovery, and structured research using Exa API
examprep-ai
Exam preparation assistant that converts syllabi, past papers, or notes into a ranked High Score Roadmap. Covers theory, numericals, MCQs, coding, and lab prep, ordered Easy → Medium → Hard. Use for l
Executing Plans
Use when you have a written implementation plan to execute in a separate session with review checkpoints
explain-like-socrates
Explains concepts using Socratic-style dialogue. Use when the user asks to explain, teach or help understand a concept like socrates.
expo-api-routes
Guidelines for creating API routes in Expo Router with EAS Hosting
expo-cicd-workflows
Helps understand and write EAS workflow YAML files for Expo projects. Use this skill when the user asks about CI/CD or workflows in an Expo or EAS context, mentions .eas/workflows/, or wants help with
expo-deployment
Deploy Expo apps to production
expo-dev-client
Build and distribute Expo development clients locally or via TestFlight
expo-tailwind-setup
Set up Tailwind CSS v4 in Expo with react-native-css and NativeWind v5 for universal styling
expo-ui-jetpack-compose
expo-ui-jetpack-compose
expo-ui-swift-ui
expo-ui-swift-ui
faf-expert
Advanced .faf (Foundational AI-context Format) specialist. IANA-registered format, MCP server config, championship scoring, bi-directional sync.
faf-wizard
Done-for-you .faf generator. One-click AI context for any project - new, legacy, or famous. Auto-detects stack, scores readiness, works everywhere.
fal-audio
Text-to-speech and speech-to-text using fal.ai audio models
fal-generate
Generate images and videos using fal.ai AI models
fal-image-edit
AI-powered image editing with style transfer and object removal
fal-platform
Platform APIs for model management, pricing, and usage tracking
fal-upscale
Upscale and enhance image and video resolution using AI
fal-workflow
Generate workflow JSON files for chaining AI models
family-health-analyzer
分析家族病史、评估遗传风险、识别家庭健康模式、提供个性化预防建议
Fastapi Pro
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Fastapi Router Py
Create FastAPI routers with CRUD operations, authentication dependencies, and proper response models. Use when building REST API endpoints, creating new routes, implementing CRUD operations, or add...
Fastapi Templates
Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.
favicon
Generate favicons from a source image
fda-food-safety-auditor
Expert AI auditor for FDA Food Safety (FSMA), HACCP, and PCQI compliance. Reviews food facility records and preventive controls.
fda-medtech-compliance-auditor
Expert AI auditor for Medical Device (SaMD) compliance, IEC 62304, and 21 CFR Part 820. Reviews DHFs, technical files, and software validation.
ffuf-claude-skill
Web fuzzing with ffuf
ffuf-web-fuzzing
Expert guidance for ffuf web fuzzing during penetration testing, including authenticated fuzzing with raw requests, auto-calibration, and result analysis
Figma Automation
Automate Figma tasks via Rube MCP (Composio): files, components, design tokens, comments, exports. Always search tools first for current schemas.
File Organizer
Intelligently organizes files and folders by understanding context, finding duplicates, and suggesting better organizational structures. Use when user wants to clean up directories, organize downlo...
File Path Traversal
This skill should be used when the user asks to \"test for directory traversal\", \"exploit path traversal vulnerabilities\", \"read arbitrary files through web applications\", \"find LFI vu...
File Uploads
Expert at handling file uploads and cloud storage. Covers S3, Cloudflare R2, presigned URLs, multipart uploads, and image optimization. Knows how to handle large files without blocking. Use when: f...
filesystem-context
Use for file-based context management, dynamic context discovery, and reducing context window bloat. Offload context to files for just-in-time loading.
find-bugs
Find bugs, security vulnerabilities, and code quality issues in local branch changes. Use when asked to review changes, find bugs, security review, or audit code on the current branch.
Finishing A Development Branch
Use when implementation is complete, all tests pass, and you need to decide how to integrate the work - guides completion of development work by presenting structured options for merge, PR, or cleanup
Firebase
Firebase gives you a complete backend in minutes - auth, database, storage, functions, hosting. But the ease of setup hides real complexity. Security rules are your last line of defense, and they'r...
Firecrawl Scraper
Deep web scraping, screenshots, PDF parsing, and website crawling using Firecrawl API
Firmware Analyst
|
fitness-analyzer
分析运动数据、识别运动模式、评估健身进展，并提供个性化训练建议。支持与慢性病数据的关联分析。
fix-review
Verify fix commits address audit findings without new bugs
fixing-accessibility
Audit and fix HTML accessibility issues including ARIA labels, keyboard navigation, focus management, color contrast, and form errors. Use when adding interactive controls, forms, dialogs, or reviewin
fixing-metadata
Audit and fix HTML metadata including page titles, meta descriptions, canonical URLs, Open Graph tags, Twitter cards, favicons, JSON-LD structured data, and robots directives. Use when adding or revie
fixing-motion-performance
Audit and fix animation performance issues including layout thrashing, compositor properties, scroll-linked motion, and blur effects. Use when animations stutter, transitions jank, or reviewing CSS/JS
flowhunt-skill
Automation discovery audit skill. Walks through a 5-question workflow intake, then audits Gmail/Calendar/Slack/task trackers to identify automation opportunities. Use when a user wants to discover wha
Flutter Expert
|
food-database-query
Food Database Query
Form Cro
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Fp Ts Errors
Handle errors as values using fp-ts Either and TaskEither for cleaner, more predictable TypeScript code. Use when implementing error handling patterns with fp-ts.
Fp Ts Pragmatic
A practical, jargon-free guide to fp-ts functional programming - the 80/20 approach that gets results without the academic overhead. Use when writing TypeScript with fp-ts library.
Fp Ts React
Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Use when building React apps with functional programming patterns. Works with React 18/19, Next.js 14/15.
fp-async
Practical async patterns using TaskEither - clean pipelines instead of try/catch hell, with real API examples
fp-backend
Functional programming patterns for Node.js/Deno backend development using fp-ts, ReaderTaskEither, and functional dependency injection
fp-data-transforms
Everyday data transformations using functional patterns - arrays, objects, grouping, aggregation, and null-safe access
fp-either-ref
Quick reference for Either type. Use when user needs error handling, validation, or operations that can fail with typed errors.
fp-errors
Stop throwing everywhere - handle errors as values using Either and TaskEither for cleaner, more predictable code
fp-option-ref
Quick reference for Option type. Use when user needs to handle nullable values, optional data, or wants to avoid null checks.
fp-pipe-ref
Quick reference for pipe and flow. Use when user needs to chain functions, compose operations, or build data pipelines in fp-ts.
fp-pragmatic
A practical, jargon-free guide to functional programming - the 80/20 approach that gets results without the academic overhead
fp-react
Practical patterns for using fp-ts with React - hooks, state, forms, data fetching. Works with React 18/19, Next.js 14/15.
fp-refactor
Comprehensive guide for refactoring imperative TypeScript code to fp-ts functional patterns
fp-taskeither-ref
Quick reference for TaskEither. Use when user needs async error handling, API calls, or Promise-based operations that can fail.
fp-types-ref
Quick reference for fp-ts types. Use when user asks which type to use, needs Option/Either/Task decision help, or wants fp-ts imports.
Framework Migration Code Migrate
You are a code migration expert specializing in transitioning codebases between frameworks, languages, versions, and platforms. Generate comprehensive migration plans, automated migration scripts, and
Framework Migration Deps Upgrade
You are a dependency management expert specializing in safe, incremental upgrades of project dependencies. Plan and execute dependency updates with minimal risk, proper testing, and clear migration pa
Framework Migration Legacy Modernize
Orchestrate a comprehensive legacy system modernization using the strangler fig pattern, enabling gradual replacement of outdated components while maintaining continuous business operations through ex
Free Tool Strategy
When the user wants to plan, evaluate, or build a free tool for marketing purposes \u2014 lead generation, SEO value, or brand awareness. Also use when the user mentions \"engineering as mar...
Freshdesk Automation
Automate Freshdesk helpdesk operations including tickets, contacts, companies, notes, and replies via Rube MCP (Composio). Always search tools first for current schemas.
Freshservice Automation
Automate Freshservice ITSM tasks via Rube MCP (Composio): create/update tickets, bulk operations, service requests, and outbound emails. Always search tools first for current schemas.
Frontend Design
Create distinctive, production-grade frontend interfaces with intentional aesthetics, high craft, and non-generic visual identity. Use when building or styling web UIs, components, pages, dashboard...
Frontend Dev Guidelines
Opinionated frontend development standards for modern React + TypeScript applications. Covers Suspense-first data fetching, lazy loading, feature-based architecture, MUI v7 styling, TanStack Router...
Frontend Developer
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Frontend Mobile Development Component Scaffold
You are a React component architecture expert specializing in scaffolding production-ready, accessible, and performant components. Generate complete component implementations with TypeScript, tests, s
Frontend Mobile Security Xss Scan
You are a frontend security specialist focusing on Cross-Site Scripting (XSS) vulnerability detection and prevention. Analyze React, Vue, Angular, and vanilla JavaScript code to identify injection poi
Frontend Security Coder
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Frontend Slides
Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a...
Frontend Ui Dark Ts
Build dark-themed React applications using Tailwind CSS with custom theming, glassmorphism effects, and Framer Motion animations. Use when creating dashboards, admin panels, or data-rich interfaces...
frontend-api-integration-patterns
Production-ready patterns for integrating frontend applications with backend APIs, including race condition handling, request cancellation, retry strategies, error normalization, and UI state manageme
fsi-compliance-checker
Maps code, architecture, and infrastructure changes to specific control IDs in PCI-DSS v4.0 and MAS TRM (Singapore financial regulator), producing an audit-traceable findings report with per-control r
Full Stack Orchestration Full Stack Feature
Use when working with full stack orchestration full stack feature
full-output-enforcement
Use when a task requires exhaustive unabridged output, complete files, or strict prevention of placeholders and skipped code.
Game Art
Game art principles. Visual style selection, asset pipeline, animation workflow.
Game Audio
Game audio principles. Sound design, music integration, adaptive audio systems.
Game Design
Game design principles. GDD structure, balancing, player psychology, progression.
Game Development
Game development orchestrator. Routes to platform-specific skills based on project needs.
Gcp Cloud Run
Specialized skill for building production-ready serverless applications on GCP. Covers Cloud Run services (containerized), Cloud Run Functions (event-driven), cold start optimization, and event-dri...
gdb-cli
GDB debugging assistant for AI agents - analyze core dumps, debug live processes, investigate crashes and deadlocks with source code correlation
Gdpr Data Handling
Implement GDPR-compliant data handling with consent management, data subject rights, and privacy by design. Use when building systems that process EU personal data, implementing privacy controls, o...
Gemini Api Dev
Use this skill when building applications with Gemini models, Gemini API, working with multimodal content (text, images, audio, video), implementing function calling, using structured outputs, or n...
gemini-api-integration
Use when integrating Google Gemini API into projects. Covers model selection, multimodal inputs, streaming, function calling, and production best practices.
geminiignore-finops
Configure and optimize .geminiignore files for AI context window efficiency and token cost reduction (FinOps).
Geo Fundamentals
Generative Engine Optimization for AI search engines (ChatGPT, Claude, Perplexity).
geoffrey-hinton
Agente que simula Geoffrey Hinton — Godfather of Deep Learning, Prêmio Turing 2018, criador do backpropagation e das Deep Belief Networks.
gh-review-requests
Fetch unread GitHub notifications for open PRs where review is requested from a specified team or opened by a team member. Use when asked to "find PRs I need to review", "show my review requests", "wh
gha-security-review
Find exploitable vulnerabilities in GitHub Actions workflows. Every finding MUST include a concrete exploitation scenario — if you can't build the attack, don't report it.
Git Advanced Workflows
Master advanced Git workflows including rebasing, cherry-picking, bisect, worktrees, and reflog to maintain clean history and recover from any situation. Use when managing complex Git histories, co...
Git Pr Workflows Git Workflow
Orchestrate a comprehensive git workflow from code review through PR creation, leveraging specialized agents for quality assurance, testing, and deployment readiness. This workflow implements modern g
Git Pr Workflows Onboard
You are an **expert onboarding specialist and knowledge transfer architect** with deep experience in remote-first organizations, technical team integration, and accelerated learning methodologies. You
Git Pr Workflows Pr Enhance
You are a PR optimization expert specializing in creating high-quality pull requests that facilitate efficient code reviews. Generate comprehensive PR descriptions, automate review processes, and ensu
Git Pushing
Stage, commit, and push git changes with conventional commit messages. Use when user wants to commit and push changes, mentions pushing to remote, or asks to save and push their work. Also activate...
git-hooks-automation
Master Git hooks setup with Husky, lint-staged, pre-commit framework, and commitlint. Automate code quality gates, formatting, linting, and commit message enforcement before code reaches CI.
git-pr-review
Generate a concise and structured PR description from commit history with minimal token usage
github
Use the `gh` CLI for issues, pull requests, Actions runs, and GitHub API queries.
Github Actions Templates
Create production-ready GitHub Actions workflows for automated testing, building, and deploying applications. Use when setting up CI/CD with GitHub Actions, automating development workflows, or cre...
Github Automation
Automate GitHub repositories, issues, pull requests, branches, CI/CD, and permissions via Rube MCP (Composio). Manage code workflows, review PRs, search code, and handle deployments programmatically.
Github Issue Creator
Convert raw notes, error logs, voice dictation, or screenshots into crisp GitHub-flavored markdown issue reports. Use when the user pastes bug info, error messages, or informal descriptions and wan...
Github Workflow Automation
Automate GitHub workflows with AI assistance. Includes PR reviews, issue triage, CI/CD integration, and Git operations. Use when automating GitHub workflows, setting up PR review automation, creati...
github-actions-advanced
Design, debug, and harden GitHub Actions CI/CD workflows, including reusable workflows, matrix builds, self-hosted runners, OIDC authentication, caching, environments, secrets, and release automation.
Gitlab Automation
Automate GitLab project management, issues, merge requests, pipelines, branches, and user operations via Rube MCP (Composio). Always search tools first for current schemas.
Gitlab Ci Patterns
Build GitLab CI/CD pipelines with multi-stage workflows, caching, and distributed runners for scalable automation. Use when implementing GitLab CI/CD, optimizing pipeline performance, or setting up...
Gitops Workflow
Implement GitOps workflows with ArgoCD and Flux for automated, declarative Kubernetes deployments with continuous reconciliation. Use when implementing GitOps practices, automating Kubernetes deplo...
global-chat-agent-discovery
Discover and search 18K+ MCP servers and AI agents across 6+ registries using Global Chat's cross-protocol directory and MCP server.
Gmail Automation
Automate Gmail tasks via Rube MCP (Composio): send/reply, search, labels, drafts, attachments. Always search tools first for current schemas.
Go Concurrency Patterns
Master Go concurrency with goroutines, channels, sync primitives, and context. Use when building concurrent Go applications, implementing worker pools, or debugging race conditions.
Go Playwright
Expert capability for robust, stealthy, and efficient browser automation using Playwright Go.
go-rod-master
Comprehensive guide for browser automation and web scraping with go-rod (Chrome DevTools Protocol) including stealth anti-bot-detection patterns.
goal-analyzer
分析健康目标数据、识别目标模式、评估目标进度,并提供个性化目标管理建议。支持与营养、运动、睡眠等健康数据的关联分析。
Godot 4 Migration
Specialized guide for migrating Godot 3.x projects to Godot 4 (GDScript 2.0), covering syntax changes, Tweens, and exports.
Godot Gdscript Patterns
Master Godot 4 GDScript patterns including signals, scenes, state machines, and optimization. Use when building Godot games, implementing game systems, or learning GDScript best practices.
Golang Pro
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Google Analytics Automation
Automate Google Analytics tasks via Rube MCP (Composio): run reports, list accounts/properties, funnels, pivots, key events. Always search tools first for current schemas.
Google Calendar Automation
Automate Google Calendar events, scheduling, availability checks, and attendee management via Rube MCP (Composio). Create events, find free slots, manage attendees, and list calendars programmatica...
Google Drive Automation
Automate Google Drive file operations (upload, download, search, share, organize) via Rube MCP (Composio). Upload/download files, manage folders, share with permissions, and search across drives pr...
google-docs-automation
Lightweight Google Docs integration with standalone OAuth authentication. No MCP server required.
google-sheets-automation
Lightweight Google Sheets integration with standalone OAuth authentication. No MCP server required. Full read/write access.
google-slides-automation
Lightweight Google Slides integration with standalone OAuth authentication. No MCP server required. Full read/write access.
Googlesheets Automation
Automate Google Sheets operations (read, write, format, filter, manage spreadsheets) via Rube MCP (Composio). Read/write data, manage tabs, apply formatting, and search rows programmatically.
gpt-taste
Use when generating elite GSAP-heavy frontend pages with strict AIDA structure, wide hero typography, and gapless bento grids.
Grafana Dashboards
Create and manage production Grafana dashboards for real-time visualization of system and application metrics. Use when building monitoring dashboards, visualizing metrics, or creating operational ...
Graphql
GraphQL gives clients exactly the data they need - no more, no less. One endpoint, typed schema, introspection. But the flexibility that makes it powerful also makes it dangerous. Without proper co...
Graphql Architect
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growth-engine
Motor de crescimento para produtos digitais -- growth hacking, SEO, ASO, viral loops, email marketing, CRM, referral programs e aquisicao organica.
Grpc Golang
Build production-ready gRPC services in Go with mTLS, streaming, and observability. Use when designing Protobuf contracts with Buf or implementing secure service-to-service transport.
hasdata
Use HasData APIs for web scraping and structured web data extraction.
hasdata-cli
Command-line access to search, scraping, and structured web data.
Haskell Pro
Expert Haskell engineer specializing in advanced type systems, pure
headline-psychologist
One sentence - what this skill does and when to invoke it
health-trend-analyzer
分析一段时间内健康数据的趋势和模式。关联药物、症状、生命体征、化验结果和其他健康指标的变化。识别令人担忧的趋势、改善情况，并提供数据驱动的洞察。当用户询问健康趋势、模式、随时间的变化或"我的健康状况有什么变化？"时使用。支持多维度分析（体重/BMI、症状、药物依从性、化验结果、情绪睡眠），相关性分析，变化检测，以及交互式HTML可视化报告（ECharts图表）。
helium-mcp
Connect to Helium's MCP server for news research, media bias analysis, balanced perspectives, stock/options data, and semantic meme search across 3.2M+ articles and 5,000+ sources
Helm Chart Scaffolding
Design, organize, and manage Helm charts for templating and packaging Kubernetes applications with reusable configurations. Use when creating Helm charts, packaging Kubernetes applications, or impl...
Helpdesk Automation
Automate HelpDesk tasks via Rube MCP (Composio): list tickets, manage views, use canned responses, and configure custom fields. Always search tools first for current schemas.
hierarchical-agent-memory
Scoped CLAUDE.md memory system that reduces context token spend. Creates directory-level context files, tracks savings via dashboard, and routes agents to the right sub-context.
Hig Components Content
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Hig Components Controls
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Hig Components Dialogs
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Hig Components Layout
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Hig Components Menus
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Hig Components Search
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Hig Components Status
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Hig Components System
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Hig Foundations
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Hig Inputs
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Hig Patterns
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Hig Platforms
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Hig Project Context
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Hig Technologies
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high-end-visual-design
Use when designing expensive agency-grade interfaces with premium fonts, spatial rhythm, soft depth, and fluid microinteractions.
hono
Build ultra-fast web APIs and full-stack apps with Hono — runs on Cloudflare Workers, Deno, Bun, Node.js, and any WinterCG-compatible runtime.
Hosted Agents V2 Py
Build hosted agents using Azure AI Projects SDK with ImageBasedHostedAgentDefinition. Use when creating container-based agents in Azure AI Foundry.
hosted-agents
Build background agents in sandboxed environments. Use for hosted coding agents, sandboxed VMs, Modal sandboxes, and remote coding environments.
Hr Pro
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Html Injection Testing
This skill should be used when the user asks to \"test for HTML injection\", \"inject HTML into web pages\", \"perform HTML injection attacks\", \"deface web applications\", or \"test conten...
Hubspot Automation
Automate HubSpot CRM operations (contacts, companies, deals, tickets, properties) via Rube MCP using Composio integration.
Hubspot Integration
Expert patterns for HubSpot CRM integration including OAuth authentication, CRM objects, associations, batch operations, webhooks, and custom objects. Covers Node.js and Python SDKs. Use when: hubs...
Hugging Face Cli
Execute Hugging Face Hub operations using the `hf` CLI. Use when the user needs to download models/datasets/spaces, upload files to Hub repositories, create repos, manage local cache, or run comput...
Hugging Face Jobs
This skill should be used when users want to run any workload on Hugging Face Jobs infrastructure. Covers UV scripts, Docker-based jobs, hardware selection, cost estimation, authentication with tok...
hugging-face-community-evals
Run local evaluations for Hugging Face Hub models with inspect-ai or lighteval.
hugging-face-dataset-viewer
Query Hugging Face datasets through the Dataset Viewer API for splits, rows, search, filters, and parquet links.
hugging-face-datasets
Create and manage datasets on Hugging Face Hub. Supports initializing repos, defining configs/system prompts, streaming row updates, and SQL-based dataset querying/transformation. Designed to work alo
hugging-face-evaluation
Add and manage evaluation results in Hugging Face model cards. Supports extracting eval tables from README content, importing scores from Artificial Analysis API, and running custom model evaluations
hugging-face-gradio
Build or edit Gradio apps, layouts, components, and chat interfaces in Python.
hugging-face-model-trainer
Train or fine-tune TRL language models on Hugging Face Jobs, including SFT, DPO, GRPO, and GGUF export.
hugging-face-paper-publisher
Publish and manage research papers on Hugging Face Hub. Supports creating paper pages, linking papers to models/datasets, claiming authorship, and generating professional markdown-based research artic
hugging-face-papers
Read and analyze Hugging Face paper pages or arXiv papers with markdown and papers API metadata.
hugging-face-tool-builder
Your purpose is now is to create reusable command line scripts and utilities for using the Hugging Face API, allowing chaining, piping and intermediate processing where helpful. You can access the API
hugging-face-trackio
Track ML experiments with Trackio using Python logging, alerts, and CLI metric retrieval.
hugging-face-vision-trainer
Train or fine-tune vision models on Hugging Face Jobs for detection, classification, and SAM or SAM2 segmentation.
humanize-chinese
Detect and rewrite AI-like Chinese text with a practical workflow for scoring, humanization, academic AIGC reduction, and style conversion. Use when the user asks to 去AI味, 降AIGC, 去除AI痕迹, 论文降重, 知网检测, 维
Hybrid Cloud Architect
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Hybrid Cloud Networking
Configure secure, high-performance connectivity between on-premises infrastructure and cloud platforms using VPN and dedicated connections. Use when building hybrid cloud architectures, connecting ...
Hybrid Search Implementation
Combine vector and keyword search for improved retrieval. Use when implementing RAG systems, building search engines, or when neither approach alone provides sufficient recall.
I18N Localization
Internationalization and localization patterns. Detecting hardcoded strings, managing translations, locale files, RTL support.
iconsax-library
Extensive icon library and AI-driven icon generation skill for premium UI/UX design.
idea-darwin
Darwinian idea evolution engine — toss rough ideas onto an evolution island, let them compete, crossbreed, and mutate through structured rounds to surface your strongest concepts.
idea-os
Five-phase pipeline (triage → clarify → research → PRD → plan) that turns a raw idea into four linked files: clarifying questions, deep research, a PRD with non-goals and metrics, and a phased executi
identity-mirror
One sentence - what this skill does and when to invoke it
Idor Testing
This skill should be used when the user asks to \"test for insecure direct object references,\" \"find IDOR vulnerabilities,\" \"exploit broken access control,\" \"enumerate user IDs or obje...
ii-commons
Deterministic search across arXiv, PubMed/PMC, and US policy corpora with daily freshness cutoffs.
ilya-sutskever
Agente que simula Ilya Sutskever — co-fundador da OpenAI, ex-Chief Scientist, fundador da SSI. Use quando quiser perspectivas sobre: AGI safety-first, consciência de IA, scaling laws, deep learning pr
image-studio
Studio de geracao de imagens inteligente — roteamento automatico entre ai-studio-image (fotos humanizadas/influencer) e stability-ai (arte/ ilustracao/edicao). Detecta o tipo de imagem solicitada e es
imagen
AI image generation skill powered by Google Gemini, enabling seamless visual content creation for UI placeholders, documentation, and design assets.
Impress
Presentation creation, format conversion (ODP/PPTX/PDF), slide automation with LibreOffice Impress.
Incident Responder
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Incident Response Incident Response
Use when working with incident response incident response
Incident Response Smart Fix
[Extended thinking: This workflow implements a sophisticated debugging and resolution pipeline that leverages AI-assisted debugging tools and observability platforms to systematically diagnose and res
Incident Runbook Templates
Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to incidents, or establishing incident resp...
indexing-issue-auditor
High-level technical SEO and site architecture auditor. Invoke to scan local or live environments for indexing, crawl budget, and structural errors.
industrial-brutalist-ui
Use when creating raw industrial or tactical telemetry UIs with rigid grids, stark typography, CRT effects, and high-density data.
Infinite Gratitude
Multi-agent research skill for parallel research execution (10 agents, battle-tested with real case studies).
ingest-youtube
Pull a YouTube video transcript into a queryable markdown vault with yt-dlp subtitle discovery, VTT cleanup, metadata frontmatter, and capture-seed stubs.
Inngest
Inngest expert for serverless-first background jobs, event-driven workflows, and durable execution without managing queues or workers. Use when: inngest, serverless background job, event-driven wor...
Integracao completa com Instagram via Graph API. Publicacao, analytics, comentarios, DMs, hashtags, agendamento, templates e gestao de contas Business/Creator.
Instagram Automation
Automate Instagram tasks via Rube MCP (Composio): create posts, carousels, manage media, get insights, and publishing limits. Always search tools first for current schemas.
Interactive Portfolio
Expert in building portfolios that actually land jobs and clients - not just showing work, but creating memorable experiences. Covers developer portfolios, designer portfolios, creative portfolios,...
Intercom Automation
Automate Intercom tasks via Rube MCP (Composio): conversations, contacts, companies, segments, admins. Always search tools first for current schemas.
Internal Comms Anthropic
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...
Internal Comms Community
A set of resources to help me write all kinds of internal communications, using the formats that my company likes to use. Claude should use this skill whenever asked to write some sort of internal ...
internal-comms
Write internal communications such as status reports, leadership updates, 3P updates, newsletters, FAQs, incident reports, and project updates using repeatable internal formats.
interview-coach
Full job search coaching system — JD decoding, resume, storybank, mock interviews, transcript analysis, comp negotiation. 23 commands, persistent state.
invariant-guard
Correctness-first: forces writing the function contract, loop invariant, termination argument, and edge cases BEFORE code. Catches Boyer-Moore, leftmost binary search, QuickSelect traps.
Inventory Demand Planning
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Ios Developer
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ios-debugger-agent
Debug the current iOS project on a booted simulator with XcodeBuildMCP.
issues
Interact with GitHub issues - create, list, and view issues.
Istio Traffic Management
Configure Istio traffic management including routing, load balancing, circuit breakers, and canary deployments. Use when implementing service mesh traffic policies, progressive delivery, or resilie...
it-manager-hospital
World-class Hospital IT Management Advisor specializing in clinical safety, digital maturity (HIMSS/ONA/JCI), and HIS/PEP ecosystems.
it-manager-pro
Elite IT Management Advisor specializing in data-driven strategy, executive communication, and human-centric leadership for the 2026 digital era.
iterate-pr
Iterate on a PR until CI passes. Use when you need to fix CI failures, address review feedback, or continuously push fixes until all checks are green. Automates the feedback-fix-push-wait cycle.
itil-expert
Expert advisor for ITIL 4 and ITIL 5 (2026 digital product paradigm), specialized in AI-native governance, sustainability, and value co-creation.
Java Pro
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Javascript Mastery
Comprehensive JavaScript reference covering 33+ essential concepts every developer should know. From fundamentals like primitives and closures to advanced patterns like async/await and functional p...
Javascript Pro
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Javascript Testing Patterns
Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests, and end-to-end testing with mocking, fixtures, and test-driven development. Use...
Javascript Typescript Typescript Scaffold
You are a TypeScript project architecture expert specializing in scaffolding production-ready Node.js and frontend applications. Generate complete project structures with modern tooling (pnpm, Vite, N
Jira Automation
Automate Jira tasks via Rube MCP (Composio): issues, projects, sprints, boards, comments, users. Always search tools first for current schemas.
jobgpt
Job search automation, auto apply, resume generation, application tracking, salary intelligence, and recruiter outreach using the JobGPT MCP server.
jobs-to-be-done-analyst
One sentence - what this skill does and when to invoke it
jq
Expert jq usage for JSON querying, filtering, transformation, and pipeline integration. Practical patterns for real shell workflows.
json-canvas
Create and edit JSON Canvas files (.canvas) with nodes, edges, groups, and connections. Use when working with .canvas files, creating visual canvases, mind maps, flowcharts, or when the user mentions
Julia Pro
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junta-leiloeiros
Coleta e consulta dados de leiloeiros oficiais de todas as 27 Juntas Comerciais do Brasil. Scraper multi-UF, banco SQLite, API FastAPI e exportacao CSV/JSON.
k6-load-testing
Comprehensive k6 load testing skill for API, browser, and scalability testing. Write realistic load scenarios, analyze results, and integrate with CI/CD.
K8S Manifest Generator
Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creat...
K8S Security Policies
Implement Kubernetes security policies including NetworkPolicy, PodSecurityPolicy, and RBAC for production-grade security. Use when securing Kubernetes clusters, implementing network isolation, or ...
Kaizen
Guide for continuous improvement, error proofing, and standardization. Use this skill when the user wants to improve code quality, refactor, or discuss process improvements.
keyword-extractor
Extracts up to 50 highly relevant SEO keywords from text. Use when user wants to generate or extract keywords for given text.
Klaviyo Automation
Automate Klaviyo tasks via Rube MCP (Composio): manage email/SMS campaigns, inspect campaign messages, track tags, and monitor send jobs. Always search tools first for current schemas.
kotler-macro-analyzer
Professional PESTEL/SWOT analysis agent based on Kotler's methodology for strategic market audits.
Kotlin Coroutines Expert
Expert patterns for Kotlin Coroutines and Flow, covering structured concurrency, error handling, and testing.
Kpi Dashboard Design
Design effective KPI dashboards with metrics selection, visualization best practices, and real-time monitoring patterns. Use when building business dashboards, selecting metrics, or designing data ...
Kubernetes Architect
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Kubernetes Deployment
Kubernetes deployment workflow for container orchestration, Helm charts, service mesh, and production-ready K8s configurations.
kubestellar-console
Multi-cluster Kubernetes dashboard with AI-powered operations via MCP server and 10+ built-in agent skills
lambda-lang
Native agent-to-agent language for compact multi-agent messaging. A shared tongue agents speak directly, not a translation layer. 340+ atoms across 7 domains; 3x smaller than natural language.
lambdatest-agent-skills
Production-grade test automation skills for 46 frameworks across E2E, unit, mobile, BDD, visual, and cloud testing in 15+ languages.
landing-page-generator
Generates high-converting Next.js/React landing pages with Tailwind CSS. Uses PAS, AIDA, and BAB frameworks for optimized copy/components (Heroes, Features, Pricing). Focuses on Core Web Vitals/SEO.
Langchain Architecture
Design LLM applications using the LangChain framework with agents, memory, and tool integration patterns. Use when building LangChain applications, implementing AI agents, or creating complex LLM w...
Langfuse
Expert in Langfuse - the open-source LLM observability platform. Covers tracing, prompt management, evaluation, datasets, and integration with LangChain, LlamaIndex, and OpenAI. Essential for debug...
Langgraph
Expert in LangGraph - the production-grade framework for building stateful, multi-actor AI applications. Covers graph construction, state management, cycles and branches, persistence with checkpoin...
Laravel Expert
Senior Laravel Engineer role for production-grade, maintainable, and idiomatic Laravel solutions. Focuses on clean architecture, security, performance, and modern standards (Laravel 10/11+).
Laravel Security Audit
Security auditor for Laravel applications. Analyzes code for vulnerabilities, misconfigurations, and insecure practices using OWASP standards and Laravel security best practices.
Last30Days
Research a topic from the last 30 days on Reddit + X + Web, become an expert, and write copy-paste-ready prompts for the user's target tool.
latex-paper-conversion
This skill should be used when the user asks to convert an academic paper in LaTeX from one format (e.g., Springer, IPOL) to another format (e.g., MDPI, IEEE, Nature). It automates extraction, injecti
Launch Strategy
When the user wants to plan a product launch, feature announcement, or release strategy. Also use when the user mentions 'launch,' 'Product Hunt,' 'feature release,' 'announcement,' 'go-to-market,'...
lead-magnets
Plan and optimize lead magnets for email capture and lead generation. Use when designing gated content, checklists, templates, downloadable resources, or other offers that convert visitors into subscr
Legacy Modernizer
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Legal Advisor
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leiloeiro-avaliacao
Avaliacao pericial de imoveis em leilao. Valor de mercado, liquidacao forcada, ABNT NBR 14653, metodos comparativo/renda/custo, CUB e margem de seguranca.
leiloeiro-edital
Analise e auditoria de editais de leilao judicial e extrajudicial. Riscos ocultos, clausulas perigosas, debitos, ocupante e classificacao da oportunidade.
leiloeiro-ia
Especialista em leiloes judiciais e extrajudiciais de imoveis. Analise juridica, pericial e de mercado integrada. Orquestra os 5 modulos especializados.
leiloeiro-juridico
Analise juridica de leiloes: nulidades, bem de familia, alienacao fiduciaria, CPC arts 829-903, Lei 9514/97, onus reais, embargos e jurisprudencia.
leiloeiro-mercado
Analise de mercado imobiliario para leiloes. Liquidez, desagio tipico, ROI, estrategias de saida (flip/reforma/renda), Selic 2025 e benchmark CDI/FII.
leiloeiro-risco
Analise de risco em leiloes de imoveis. Score 36 pontos, riscos juridicos/financeiros/operacionais, stress test 4 cenarios e ROI ponderado por risco.
lemmaly
Algorithm-first discipline: state Big-O, data structure, and algorithm family BEFORE writing loops, queries, or recursion. Catches O(n^2), N+1, and brute-force defaults.
lex
Centralized 'Truth Engine' for cross-jurisdictional legal context (US, EU, CA) and contract scaffolding.
lightning-architecture-review
Review Bitcoin Lightning Network protocol designs, compare channel factory approaches, and analyze Layer 2 scaling tradeoffs. Covers trust models, on-chain footprint, consensus requirements, HTLC/PTLC
lightning-channel-factories
Technical reference on Lightning Network channel factories, multi-party channels, LSP architectures, and Bitcoin Layer 2 scaling without soft forks. Covers Decker-Wattenhofer, timeout trees, MuSig2 ke
lightning-factory-explainer
Explain Bitcoin Lightning channel factories and the SuperScalar protocol — scalable Lightning onboarding using shared UTXOs, Decker-Wattenhofer trees, timeout-signature trees, MuSig2, and Taproot. No
Linear Automation
Automate Linear tasks via Rube MCP (Composio): issues, projects, cycles, teams, labels. Always search tools first for current schemas.
Linear Claude Skill
Manage Linear issues, projects, and teams
Linkedin Automation
Automate LinkedIn tasks via Rube MCP (Composio): create posts, manage profile, company info, comments, and image uploads. Always search tools first for current schemas.
Linkedin Cli
Use when automating LinkedIn via CLI: fetch profiles, search people/companies, send messages, manage connections, create posts, and Sales Navigator.
linkedin-content-generator
AI-powered LinkedIn content suite: generate posts, carousels, newsletters, and 30-day calendars with niche-specific SEO rules and a reinforcement-learning personal memory system.
linkedin-profile-optimizer
High-intent expert for LinkedIn profile checks, authority building, and SEO optimization. Invoke to audit, rewrite, and enhance profiles for top 1% positioning.
Linkerd Patterns
Implement Linkerd service mesh patterns for lightweight, security-focused service mesh deployments. Use when setting up Linkerd, configuring traffic policies, or implementing zero-trust networking ...
Lint And Validate
Automatic quality control, linting, and static analysis procedures. Use after every code modification to ensure syntax correctness and project standards. Triggers onKeywords: lint, format, check, v...
Linux Privilege Escalation
This skill should be used when the user asks to \"escalate privileges on Linux\", \"find privesc vectors on Linux systems\", \"exploit sudo misconfigurations\", \"abuse SUID binaries\", \"ex...
Linux Shell Scripting
This skill should be used when the user asks to \"create bash scripts\", \"automate Linux tasks\", \"monitor system resources\", \"backup files\", \"manage users\", or \"write production she...
Linux Troubleshooting
Linux system troubleshooting workflow for diagnosing and resolving system issues, performance problems, and service failures.
Llm App Patterns
Production-ready patterns for building LLM applications. Covers RAG pipelines, agent architectures, prompt IDEs, and LLMOps monitoring. Use when designing AI applications, implementing RAG, buildin...
Llm Application Dev Ai Assistant
You are an AI assistant development expert specializing in creating intelligent conversational interfaces, chatbots, and AI-powered applications. Design comprehensive AI assistant solutions with natur
Llm Application Dev Langchain Agent
You are an expert LangChain agent developer specializing in production-grade AI systems using LangChain 0.1+ and LangGraph.
Llm Application Dev Prompt Optimize
You are an expert prompt engineer specializing in crafting effective prompts for LLMs through advanced techniques including constitutional AI, chain-of-thought reasoning, and model-specific optimizati
Llm Evaluation
Implement comprehensive evaluation strategies for LLM applications using automated metrics, human feedback, and benchmarking. Use when testing LLM performance, measuring AI application quality, or ...
llm-ops
LLM Operations -- RAG, embeddings, vector databases, fine-tuning, prompt engineering avancado, custos de LLM, evals de qualidade e arquiteturas de IA para producao.
llm-prompt-optimizer
Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and cut token usage.
llm-structured-output
Get reliable JSON, enums, and typed objects from LLMs using response_format, tool_use, and schema-constrained decoding across OpenAI, Anthropic, and Google APIs.
local-legal-seo-audit
Audit and improve local SEO for law firms, attorneys, forensic experts and legal/professional services sites with local presence, focusing on GBP, directories, E-E-A-T and practice/location pages.
local-llm-expert
Master local LLM inference, model selection, VRAM optimization, and local deployment using Ollama, llama.cpp, vLLM, and LM Studio. Expert in quantization formats (GGUF, EXL2) and local AI privacy.
logic-lens
AI-powered Claude Code skill that performs deep code review using formal logic and reasoning frameworks to detect bugs, anti-patterns, and security risks beyond what linters catch.
Logistics Exception Management
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Loki Mode
Multi-agent autonomous startup system for Claude Code. Triggers on \"Loki Mode\". Orchestrates 100+ specialized agents across engineering, QA, DevOps, security, data/ML, business operations,...
longbridge
125+ agent skills for Longbridge Securities — real-time quotes, charts, fundamentals, portfolio analysis, options, and more for HK/US/A-share/SG markets. Trilingual: Simplified Chinese, Traditional Ch
loss-aversion-designer
One sentence - what this skill does and when to invoke it
lovable-cleanup
Audits and strips Lovable scaffolding from Vite + React projects — removes lovable-tagger, swaps placeholder assets, prunes unused Radix deps, and cleans generated docs so the codebase ships as yours.
luna
Reviews code for objective correctness, security, and reliability.
M365 Agents Dotnet
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M365 Agents Py
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M365 Agents Ts
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Machine Learning Ops Ml Pipeline
Design and implement a complete ML pipeline for: $ARGUMENTS
macos-menubar-tuist-app
Build, refactor, or review SwiftUI macOS menubar apps that use Tuist.
macos-spm-app-packaging
Scaffold, build, sign, and package SwiftPM macOS apps without Xcode projects.
magic-animator
AI-powered animation tool for creating motion in logos, UI, icons, and social media assets.
magic-ui-generator
Utilizes Magic by 21st.dev to generate, compare, and integrate multiple production-ready UI component variations.
Mailchimp Automation
Automate Mailchimp email marketing including campaigns, audiences, subscribers, segments, and analytics via Rube MCP (Composio). Always search tools first for current schemas.
Make Automation
Automate Make (Integromat) tasks via Rube MCP (Composio): operations, enums, language and timezone lookups. Always search tools first for current schemas.
makepad-animation
CRITICAL: Use for Makepad animation system. Triggers on: makepad animation, makepad animator, makepad hover, makepad state, makepad transition, "from: { all: Forward", makepad pressed, makepad 动画, mak
makepad-basics
CRITICAL: Use for Makepad getting started and app structure. Triggers on: makepad, makepad getting started, makepad tutorial, live_design!, app_main!, makepad project setup, makepad hello world, "how
makepad-deployment
CRITICAL: Use for Makepad packaging and deployment. Triggers on: deploy, package, APK, IPA, 打包, 部署, cargo-packager, cargo-makepad, WASM, Android, iOS, distribution, installer, .deb, .dmg, .nsis, GitHu
makepad-dsl
CRITICAL: Use for Makepad DSL syntax and inheritance. Triggers on: makepad dsl, live_design, makepad inheritance, makepad prototype, "<Widget>", "Foo = { }", makepad object, makepad property, makepad
makepad-event-action
CRITICAL: Use for Makepad event and action handling. Triggers on: makepad event, makepad action, Event enum, ActionTrait, handle_event, MouseDown, KeyDown, TouchUpdate, Hit, FingerDown, post_action, m
makepad-font
CRITICAL: Use for Makepad font and text rendering. Triggers on: makepad font, makepad text, makepad glyph, makepad typography, font atlas, text layout, font family, font size, text shaping, makepad 字体
makepad-layout
CRITICAL: Use for Makepad layout system. Triggers on: makepad layout, makepad width, makepad height, makepad flex, makepad padding, makepad margin, makepad flow, makepad align, Fit, Fill, Size, Walk,
makepad-platform
CRITICAL: Use for Makepad cross-platform support. Triggers on: makepad platform, makepad os, makepad macos, makepad windows, makepad linux, makepad android, makepad ios, makepad web, makepad wasm, mak
makepad-reference
This category provides reference materials for debugging, code quality, and advanced layout patterns.
makepad-shaders
CRITICAL: Use for Makepad shader system. Triggers on: makepad shader, makepad draw_bg, Sdf2d, makepad pixel, makepad glsl, makepad sdf, draw_quad, makepad gpu, makepad 着色器, makepad shader 语法, makepad
makepad-skills
Makepad UI development skills for Rust apps: setup, patterns, shaders, packaging, and troubleshooting.
makepad-splash
CRITICAL: Use for Makepad Splash scripting language. Triggers on: splash language, makepad script, makepad scripting, script!, cx.eval, makepad dynamic, makepad AI, splash 语言, makepad 脚本
makepad-widgets
Version: makepad-widgets (dev branch) | Last Updated: 2026-01-19 > > Check for updates: https://crates.io/crates/makepad-widgets
Malware Analyst
|
manage-skills
Discover, list, create, edit, toggle, copy, move, and delete AI agent skills across 11 tools (Cursor, Claude, Agents, Windsurf, Copilot, Codex, Cline, Aider, Continue, Roo Code, Augment)
Manifest
Install and configure the Manifest observability plugin for your agents. Use when setting up telemetry, configuring API keys, or troubleshooting the plugin.
Market Sizing Analysis
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Marketing Ideas
Provide proven marketing strategies and growth ideas for SaaS and software products, prioritized using a marketing feasibility scoring system.
Marketing Psychology
Apply behavioral science and mental models to marketing decisions, prioritized using a psychological leverage and feasibility scoring system.
mason
Produces clean, functional code that matches the architecture and checklists.
matematico-tao
Matemático ultra-avançado inspirado em Terence Tao. Análise rigorosa de código e arquitetura com teoria matemática profunda: teoria da informação, teoria dos grafos, complexidade computacional, álgebr
mathguard
Math-heavy escalation for n >= 10^6 — Bloom, HyperLogLog, Count-Min, MinHash/LSH, FFT, JL projection, sweep line. Use when classical O(n log n) is the floor and approximate or math wins.
matplotlib
Matplotlib is Python's foundational visualization library for creating static, animated, and interactive plots.
max
Cleans up and improves existing code without changing behavior.
maxia
Connect to MAXIA AI-to-AI marketplace on Solana. Discover, buy, sell AI services. Earn USDC. 13 MCP tools, A2A protocol, DeFi yields, sentiment analysis, rug detection.
Mcp Builder
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...
Mcp Builder Ms
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through well-designed tools. Use when building MCP servers to integrate exte...
mcp-tool-developer
Build Model Context Protocol (MCP) servers and tools from scratch. Full-stack MCP development with TypeScript/Python, testing, deployment, and registry publishing.
Memory Forensics
Master memory forensics techniques including memory acquisition, process analysis, and artifact extraction using Volatility and related tools. Use when analyzing memory dumps, investigating inciden...
Memory Safety Patterns
Implement memory-safe programming with RAII, ownership, smart pointers, and resource management across Rust, C++, and C. Use when writing safe systems code, managing resources, or preventing memory...
Memory Systems
Design short-term, long-term, and graph-based memory architectures
mental-health-analyzer
分析心理健康数据、识别心理模式、评估心理健康状况、提供个性化心理健康建议。支持与睡眠、运动、营养等其他健康数据的关联分析。
mercury-mcp
Cheatsheet for the Mercury (proton) MCP tools. Use when connected to the Mercury MCP server to look up which mercury_* tool to call for messaging teammates, threads, tasks, automations, or admin team-
Mermaid Expert
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mesh-memory
Self-hosted semantic memory for AI agents via MCP. Save worklogs, decisions, and notes, then recall them across sessions by meaning, not keyword. Postgres + pgvector with auto-tagging.
Metasploit Framework
This skill should be used when the user asks to \"use Metasploit for penetration testing\", \"exploit vulnerabilities with msfconsole\", \"create payloads with msfvenom\", \"perform post-exp...
Micro Saas Launcher
Expert in launching small, focused SaaS products fast - the indie hacker approach to building profitable software. Covers idea validation, MVP development, pricing, launch strategies, and growing t...
Microservices Patterns
Design microservices architectures with service boundaries, event-driven communication, and resilience patterns. Use when building distributed systems, decomposing monoliths, or implementing micros...
Microsoft Azure Webjobs Extensions Authentication Events Dotnet
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Microsoft Teams Automation
Automate Microsoft Teams tasks via Rube MCP (Composio): send messages, manage channels, create meetings, handle chats, and search messages. Always search tools first for current schemas.
Minecraft Bukkit Pro
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minimalist-ui
Use when creating clean editorial interfaces with warm monochrome palettes, crisp borders, restrained motion, and flat bento layouts.
Miro Automation
Automate Miro tasks via Rube MCP (Composio): boards, items, sticky notes, frames, sharing, connectors. Always search tools first for current schemas.
mise-configurator
Generate production-ready mise.toml setups for local development, CI/CD pipelines, and toolchain standardization.
Mixpanel Automation
Automate Mixpanel tasks via Rube MCP (Composio): events, segmentation, funnels, cohorts, user profiles, JQL queries. Always search tools first for current schemas.
Ml Engineer
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Ml Pipeline Workflow
Build end-to-end MLOps pipelines from data preparation through model training, validation, and production deployment. Use when creating ML pipelines, implementing MLOps practices, or automating mod...
Mlops Engineer
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mmx-cli
Use mmx to generate text, images, video, speech, and music via the MiniMax AI platform. Use when the user wants to create media content, chat with MiniMax models, perform web search, or manage MiniMax
moatmri
Analyze AI disruption pressure across a business, map competitive exposure, and produce a 90-day defensive action plan.
Mobile Design
Mobile-first design and engineering doctrine for iOS and Android apps. Covers touch interaction, performance, platform conventions, offline behavior, and mobile-specific decision-making. Teaches pr...
Mobile Developer
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Mobile Games
Mobile game development principles. Touch input, battery, performance, app stores.
Mobile Security Coder
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mock-hunter
Audit a live web page in five phases (catalog, click, trace, classify, report) to identify mock data, hardcoded values, LLM-generated metrics, and broken endpoints. Outputs a markdown report with REAL
Modern Javascript Patterns
Master ES6+ features including async/await, destructuring, spread operators, arrow functions, promises, modules, iterators, generators, and functional programming patterns for writing clean, effici...
molykit
CRITICAL: Use for MolyKit AI chat toolkit. Triggers on: BotClient, OpenAI, SSE streaming, AI chat, molykit, PlatformSend, spawn(), ThreadToken, cross-platform async, Chat widget, Messages, PromptInput
Monday Automation
Automate Monday.com work management including boards, items, columns, groups, subitems, and updates via Rube MCP (Composio). Always search tools first for current schemas.
monetization
Estrategia e implementacao de monetizacao para produtos digitais - Stripe, subscriptions, pricing experiments, freemium, upgrade flows, churn prevention, revenue optimization e modelos de negocio SaaS
monopoly
MONOPOLY is a Senior System Design Engineer skill for architecting, reviewing, and scaling systems. Triggers on requests involving architecture, databases, scaling, microservices, or infrastructure de
Monorepo Architect
Expert in monorepo architecture, build systems, and dependency management at scale. Masters Nx, Turborepo, Bazel, and Lerna for efficient multi-project development. Use PROACTIVELY for monorepo setup,
Monorepo Management
Master monorepo management with Turborepo, Nx, and pnpm workspaces to build efficient, scalable multi-package repositories with optimized builds and dependency management. Use when setting up monor...
monte-carlo-monitor-creation
Guides creation of Monte Carlo monitors via MCP tools, producing monitors-as-code YAML for CI/CD deployment.
monte-carlo-prevent
Surfaces Monte Carlo data observability context (table health, alerts, lineage, blast radius) before SQL/dbt edits.
monte-carlo-push-ingestion
Expert guide for pushing metadata, lineage, and query logs to Monte Carlo from any data warehouse.
monte-carlo-validation-notebook
Generates SQL validation notebooks for dbt PR changes with before/after comparison queries.
Moodle External Api Development
Create custom external web service APIs for Moodle LMS. Use when implementing web services for course management, user tracking, quiz operations, or custom plugin functionality. Covers parameter va...
moyu
Anti-over-engineering guardrail that activates when an AI coding agent expands scope, adds abstractions, or changes files the user did not request.
Mtls Configuration
Configure mutual TLS (mTLS) for zero-trust service-to-service communication. Use when implementing zero-trust networking, certificate management, or securing internal service communication.
Multi Agent Brainstorming
# Multi-Agent Brainstorming (Structured Design Review) ## Purpose Transform a single-agent design into a **robust, review-validated design** by simulating a formal peer-review process using multiple
Multi Agent Patterns
Master orchestrator, peer-to-peer, and hierarchical multi-agent architectures
Multi Cloud Architecture
Design multi-cloud architectures using a decision framework to select and integrate services across AWS, Azure, and GCP. Use when building multi-cloud systems, avoiding vendor lock-in, or leveragin...
Multi Platform Apps Multi Platform
Build and deploy the same feature consistently across web, mobile, and desktop platforms using API-first architecture and parallel implementation strategies.
multi-advisor
Conselho de especialistas — consulta multiplos agentes do ecossistema em paralelo para analise multi-perspectiva de qualquer topico. Ativa personas, especialistas e agentes tecnicos simultaneamente, c
multi-agent-architect
Design and optimize production-grade multi-agent systems with LangGraph, LangChain, and DeepAgents for complex AI workflows.
multi-agent-task-orchestrator
Route tasks to specialized AI agents with anti-duplication, quality gates, and 30-minute heartbeat monitoring
Multiplayer
Multiplayer game development principles. Architecture, networking, synchronization.
N8N Code Python
Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with standard library, or need to understand Python limitations in n8n Code nodes.
N8N Mcp Tools Expert
Expert guide for using n8n-mcp MCP tools effectively. Use when searching for nodes, validating configurations, accessing templates, managing workflows, or using any n8n-mcp tool. Provides tool sele...
N8N Node Configuration
Operation-aware node configuration guidance. Use when configuring nodes, understanding property dependencies, determining required fields, choosing between get_node detail levels, or learning commo...
n8n-code-javascript
Write JavaScript code in n8n Code nodes. Use when writing JavaScript in n8n, using $input/$json/$node syntax, making HTTP requests with $helpers, working with dates using DateTime, troubleshooting Cod
n8n-expression-syntax
Validate n8n expression syntax and fix common errors. Use when writing n8n expressions, using {{}} syntax, accessing $json/$node variables, troubleshooting expression errors, or working with webhook d
n8n-validation-expert
Expert guide for interpreting and fixing n8n validation errors.
n8n-workflow-patterns
Proven architectural patterns for building n8n workflows.
nanobanana-ppt-skills
AI-powered PPT generation with document analysis and styled images
native-data-fetching
Use when implementing or debugging ANY network request, API call, or data fetching. Covers fetch API, React Query, SWR, error handling, caching, offline support, and Expo Router data loaders (useLoade
Neon Postgres
Expert patterns for Neon serverless Postgres, branching, connection pooling, and Prisma/Drizzle integration Use when: neon database, serverless postgres, database branching, neon postgres, postgres...
Nerdzao Elite
Senior Elite Software Engineer (15+) and Senior Product Designer. Full workflow with planning, architecture, TDD, clean code, and pixel-perfect UX validation.
Nerdzao Elite Gemini High
Modo Elite Coder + UX Pixel-Perfect otimizado especificamente para Gemini 3.1 Pro High. Workflow completo com foco em qualidade máxima e eficiência de tokens.
Nestjs Expert
Nest.js framework expert specializing in module architecture, dependency injection, middleware, guards, interceptors, testing with Jest/Supertest, TypeORM/Mongoose integration, and Passport.js auth...
Network 101
This skill should be used when the user asks to \"set up a web server\", \"configure HTTP or HTTPS\", \"perform SNMP enumeration\", \"configure SMB shares\", \"test network services\", or ne...
Network Engineer
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networkx
NetworkX is a Python package for creating, manipulating, and analyzing complex networks and graphs.
new-rails-project
Create a new Rails project
news-sentiment-engine
Multi-source RSS news aggregation with Claude-powered sentiment analysis and structured briefing output
Nextjs App Router Patterns
Master Next.js 14+ App Router with Server Components, streaming, parallel routes, and advanced data fetching. Use when building Next.js applications, implementing SSR/SSG, or optimizing React Serve...
Nextjs Best Practices
Next.js App Router principles. Server Components, data fetching, routing patterns.
Nextjs Supabase Auth
Expert integration of Supabase Auth with Next.js App Router Use when: supabase auth next, authentication next.js, login supabase, auth middleware, protected route.
nextjs-seo-indexing
Fix SEO indexing issues, crawl budget problems, and Search Console coverage errors for Next.js apps. Covers canonical tags, noindex audits, sitemap health, static rendering, and internal linking.
Nft Standards
Implement NFT standards (ERC-721, ERC-1155) with proper metadata handling, minting strategies, and marketplace integration. Use when creating NFT contracts, building NFT marketplaces, or implementi...
Nodejs Backend Patterns
Build production-ready Node.js backend services with Express/Fastify, implementing middleware patterns, error handling, authentication, database integration, and API design best practices. Use when...
Nodejs Best Practices
Node.js development principles and decision-making. Framework selection, async patterns, security, and architecture. Teaches thinking, not copying.
Nosql Expert
Expert guidance for distributed NoSQL databases (Cassandra, DynamoDB). Focuses on mental models, query-first modeling, single-table design, and avoiding hot partitions in high-scale systems.
not-a-vibe-coder
Turns vague prompts into 8 structured planning files for brand new projects. DO NOT use on existing codebases.
not-human-search-mcp
Search AI-ready websites, inspect indexed site details, verify MCP endpoints, and discover tools and APIs using the Not Human Search MCP server
Notebooklm
Use this skill to query your Google NotebookLM notebooks directly from Claude Code for source-grounded, citation-backed answers from Gemini. Browser automation, library management, persistent auth....
Notion Automation
Automate Notion tasks via Rube MCP (Composio): pages, databases, blocks, comments, users. Always search tools first for current schemas.
Notion Template Business
Expert in building and selling Notion templates as a business - not just making templates, but building a sustainable digital product business. Covers template design, pricing, marketplaces, market...
nutrition-analyzer
分析营养数据、识别营养模式、评估营养状况，并提供个性化营养建议。支持与运动、睡眠、慢性病数据的关联分析。
Nx Workspace Patterns
Configure and optimize Nx monorepo workspaces. Use when setting up Nx, configuring project boundaries, optimizing build caching, or implementing affected commands.
objection-preemptor
One sentence - what this skill does and when to invoke it
Observability Engineer
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Observability Monitoring Monitor Setup
You are a monitoring and observability expert specializing in implementing comprehensive monitoring solutions. Set up metrics collection, distributed tracing, log aggregation, and create insightful da
Observability Monitoring Slo Implement
You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based practices. Design SLO frameworks, define SLIs, and build monitoring that ba...
Obsidian Clipper Template Creator
Guide for creating templates for the Obsidian Web Clipper. Use when you want to create a new clipping template, understand available variables, or format clipped content.
obsidian-bases
Create and edit Obsidian Bases (.base files) with views, filters, formulas, and summaries. Use when working with .base files, creating database-like views of notes, or when the user mentions Bases, ta
obsidian-cli
Use the Obsidian CLI to read, create, search, and manage vault content, or to develop and debug Obsidian plugins and themes from the command line.
obsidian-markdown
Create and edit Obsidian Flavored Markdown with wikilinks, embeds, callouts, properties, and other Obsidian-specific syntax. Use when working with .md files in Obsidian, or when the user mentions wiki
occupational-health-analyzer
分析职业健康数据、识别工作相关健康风险、评估职业健康状况、提供个性化职业健康建议。支持与睡眠、运动、心理健康等其他健康数据的关联分析。
odoo-accounting-setup
Expert guide for configuring Odoo Accounting: chart of accounts, journals, fiscal positions, taxes, payment terms, and bank reconciliation.
odoo-automated-tests
Write and run Odoo automated tests using TransactionCase, HttpCase, and browser tour tests. Covers test data setup, mocking, and CI integration.
odoo-backup-strategy
Complete Odoo backup and restore strategy: database dumps, filestore backup, automated scheduling, cloud storage upload, and tested restore procedures.
odoo-docker-deployment
Production-ready Docker and docker-compose setup for Odoo with PostgreSQL, persistent volumes, environment-based configuration, and Nginx reverse proxy.
odoo-ecommerce-configurator
Expert guide for Odoo eCommerce and Website: product catalog, payment providers, shipping methods, SEO, and order-to-fulfillment workflow.
odoo-edi-connector
Guide for implementing EDI (Electronic Data Interchange) with Odoo: X12, EDIFACT document mapping, partner onboarding, and automated order processing.
odoo-hr-payroll-setup
Expert guide for Odoo HR and Payroll: salary structures, payslip rules, leave policies, employee contracts, and payroll journal entries.
odoo-inventory-optimizer
Expert guide for Odoo Inventory: stock valuation (FIFO/AVCO), reordering rules, putaway strategies, routes, and multi-warehouse configuration.
odoo-l10n-compliance
Country-specific Odoo localization: tax configuration, e-invoicing (CFDI, FatturaPA, SAF-T), fiscal reporting, and country chart of accounts setup.
odoo-manufacturing-advisor
Expert guide for Odoo Manufacturing: Bills of Materials (BoM), Work Centers, routings, MRP planning, and production order workflows.
odoo-migration-helper
Step-by-step guide for migrating Odoo custom modules between versions (v14→v15→v16→v17). Covers API changes, deprecated methods, and view migration.
odoo-module-developer
Expert guide for creating custom Odoo modules. Covers __manifest__.py, model inheritance, ORM patterns, and module structure best practices.
odoo-orm-expert
Master Odoo ORM patterns: search, browse, create, write, domain filters, computed fields, and performance-safe query techniques.
odoo-performance-tuner
Expert guide for diagnosing and fixing Odoo performance issues: slow queries, worker configuration, memory limits, PostgreSQL tuning, and profiling tools.
odoo-project-timesheet
Expert guide for Odoo Project and Timesheets: task stages, billable time tracking, timesheet approval, budget alerts, and invoicing from timesheets.
odoo-purchase-workflow
Expert guide for Odoo Purchase: RFQ → PO → Receipt → Vendor Bill workflow, purchase agreements, vendor price lists, and 3-way matching.
odoo-qweb-templates
Expert in Odoo QWeb templating for PDF reports, email templates, and website pages. Covers t-if, t-foreach, t-field, and report actions.
odoo-rpc-api
Expert on Odoo's external JSON-RPC and XML-RPC APIs. Covers authentication, model calls, record CRUD, and real-world integration examples in Python, JavaScript, and curl.
odoo-sales-crm-expert
Expert guide for Odoo Sales and CRM: pipeline stages, quotation templates, pricelists, sales teams, lead scoring, and forecasting.
odoo-security-rules
Expert in Odoo access control: ir.model.access.csv, record rules (ir.rule), groups, and multi-company security patterns.
odoo-shopify-integration
Connect Odoo with Shopify: sync products, inventory, orders, and customers using the Shopify API and Odoo's external API or connector modules.
odoo-upgrade-advisor
Step-by-step Odoo version upgrade advisor: pre-upgrade checklist, community vs enterprise upgrade path, OCA module compatibility, and post-upgrade validation.
odoo-woocommerce-bridge
Sync Odoo with WooCommerce: products, inventory, orders, and customers via WooCommerce REST API and Odoo external API.
odoo-xml-views-builder
Expert at building Odoo XML views: Form, List, Kanban, Search, Calendar, and Graph. Generates correct XML for Odoo 14-17 with proper visibility syntax.
Office Productivity
Office productivity workflow covering document creation, spreadsheet automation, presentation generation, and integration with LibreOffice and Microsoft Office formats.
On Call Handoff Patterns
Master on-call shift handoffs with context transfer, escalation procedures, and documentation. Use when transitioning on-call responsibilities, documenting shift summaries, or improving on-call pro...
Onboarding Cro
When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions \"onboarding flow,\" \"activation rate,\" \"u...
onboarding-psychologist
One sentence - what this skill does and when to invoke it
One Drive Automation
Automate OneDrive file management, search, uploads, downloads, sharing, permissions, and folder operations via Rube MCP (Composio). Always search tools first for current schemas.
open-dynamic-workflows
Plan, orchestrate, and adversarially verify parallel AI coding agents with a dynamic multi-agent workflow engine.
Openapi Spec Generation
Generate and maintain OpenAPI 3.1 specifications from code, design-first specs, and validation patterns. Use when creating API documentation, generating SDKs, or ensuring API contract compliance.
openclaw-github-repo-commander
7-stage super workflow for GitHub repo audit, cleanup, PR review, and competitor analysis
options-flow-analyzer
Real vs lottery call separation for options P/C ratio analysis — prevents signal inversion from deep OTM noise
oral-health-analyzer
分析口腔健康数据、识别口腔问题模式、评估口腔健康状况、提供个性化口腔健康建议。支持与营养、慢性病、用药等其他健康数据的关联分析。
orchestrate-batch-refactor
Plan and execute large refactors with dependency-aware work packets and parallel analysis.
Os Scripting
Operating system and shell scripting troubleshooting workflow for Linux, macOS, and Windows. Covers bash scripting, system administration, debugging, and automation.
Oss Hunter
Automatically hunt for high-impact OSS contribution opportunities in trending repositories.
osterwalder-canvas-architect
Iterative consultant agent for building and validating logically consistent 9-block Business Model Canvases.
Outlook Automation
Automate Outlook tasks via Rube MCP (Composio): emails, calendar, contacts, folders, attachments. Always search tools first for current schemas.
Outlook Calendar Automation
Automate Outlook Calendar tasks via Rube MCP (Composio): create events, manage attendees, find meeting times, and handle invitations. Always search tools first for current schemas.
Page Cro
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Pagerduty Automation
Automate PagerDuty tasks via Rube MCP (Composio): manage incidents, services, schedules, escalation policies, and on-call rotations. Always search tools first for current schemas.
pagespeed-enhancer
Scan, audit, and fix web performance issues across all four Lighthouse/PageSpeed Insights pillars — Performance, Accessibility, Best Practices, and SEO — in structured batches.
Paid Ads
When the user wants help with paid advertising campaigns on Google Ads, Meta (Facebook/Instagram), LinkedIn, Twitter/X, or other ad platforms. Also use when the user mentions 'PPC,' 'paid media,' '...
pakistan-payments-stack
Design and implement production-grade Pakistani payment integrations (JazzCash, Easypaisa, bank/PSP rails, optional Raast) for SaaS with PKR billing, webhook reliability, and reconciliation.
papers-skill
Skill for academic research workflows: search Semantic Scholar (200M+ papers), inspect citations, download arXiv PDFs, and extract PDF text. Bundles a self-contained Python CLI.
Parallel Agents
Multi-agent orchestration patterns. Use when multiple independent tasks can run with different domain expertise or when comprehensive analysis requires multiple perspectives.
patterns
Reference document for monopoly patterns.
Payment Integration
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Paypal Integration
Integrate PayPal payment processing with support for express checkout, subscriptions, and refund management. Use when implementing PayPal payments, processing online transactions, or building e-com...
Paywall Upgrade Cro
When the user wants to create or optimize in-app paywalls, upgrade screens, upsell modals, or feature gates. Also use when the user mentions \"paywall,\" \"upgrade screen,\" \"upgrade modal,...
Pc Games
PC and console game development principles. Engine selection, platform features, optimization strategies.
Pci Compliance
Implement PCI DSS compliance requirements for secure handling of payment card data and payment systems. Use when securing payment processing, achieving PCI compliance, or implementing payment card ...
Pdf Official
Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents, and handling forms. When Claude needs to fill in a PDF form or programmaticall...
pdf-conversion-router
Use when converting a PDF into another format such as Markdown, HTML, text, JSON, DOCX, or structured notes and the agent must choose the best extraction route, settings, and cleanup strategy for maxi
Pentest Checklist
This skill should be used when the user asks to \"plan a penetration test\", \"create a security assessment checklist\", \"prepare for penetration testing\", \"define pentest scope\", \"foll...
Pentest Commands
This skill should be used when the user asks to \"run pentest commands\", \"scan with nmap\", \"use metasploit exploits\", \"crack passwords with hydra or john\", \"scan web vulnerabilities ...
Performance Engineer
Expert performance engineer specializing in modern observability,
Performance Profiling
Performance profiling principles. Measurement, analysis, and optimization techniques.
Performance Testing Review Ai Review
You are an expert AI-powered code review specialist combining automated static analysis, intelligent pattern recognition, and modern DevOps practices. Leverage AI tools (GitHub Copilot, Qodo, GPT-5, C
Performance Testing Review Multi Agent Review
Use when working with performance testing review multi agent review
performance-optimizer
Identifies and fixes performance bottlenecks in code, databases, and APIs. Measures before and after to prove improvements.
permission-manager
Manage opencode permissions: review always-allow lists, suggest safe read-only commands, configure permission patterns
Personal Tool Builder
Expert in building custom tools that solve your own problems first. The best products often start as personal tools - scratch your own itch, build for yourself, then discover others have the same i...
phase-gated-debugging
Use when debugging any bug. Enforces a 5-phase protocol where code edits are blocked until root cause is confirmed. Prevents premature fix attempts.
photopea-embedded-editor
Embed Photopea in web apps using photopea.js. Covers embedding, file I/O, scripting, exporting, layers, text, filters, and the full Photoshop-compatible API.
Php Pro
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pipecat-friday-agent
Build a low-latency, Iron Man-inspired tactical voice assistant (F.R.I.D.A.Y.) using Pipecat, Gemini, and OpenAI.
Pipedrive Automation
Automate Pipedrive CRM operations including deals, contacts, organizations, activities, notes, and pipeline management via Rube MCP (Composio). Always search tools first for current schemas.
pitch-psychologist
One sentence - what this skill does and when to invoke it
Plaid Fintech
Expert patterns for Plaid API integration including Link token flows, transactions sync, identity verification, Auth for ACH, balance checks, webhook handling, and fintech compliance best practices...
Plan Writing
Structured task planning with clear breakdowns, dependencies, and verification criteria. Use when implementing features, refactoring, or any multi-step work.
Planning With Files
Implements Manus-style file-based planning for complex tasks. Creates task_plan.md, findings.md, and progress.md. Use when starting complex multi-step tasks, research projects, or any task requirin...
Playwright Skill
Complete browser automation with Playwright. Auto-detects dev servers, writes clean test scripts to /tmp. Test pages, fill forms, take screenshots, check responsive design, validate UX, test login ...
playwright-java
Scaffold, write, debug, and enhance enterprise-grade Playwright E2E tests in Java using Page Object Model, JUnit 5, Allure reporting, and parallel execution.
plotly
Interactive visualization library. Use when you need hover info, zoom, pan, or web-embeddable charts. Best for dashboards, exploratory analysis, and presentations. For static publication figures use m
Podcast Generation
Generate AI-powered podcast-style audio narratives using Azure OpenAI's GPT Realtime Mini model via WebSocket. Use when building text-to-speech features, audio narrative generation, podcast creatio...
polars
Fast in-memory DataFrame library for datasets that fit in RAM. Use when pandas is too slow but data still fits in memory. Lazy evaluation, parallel execution, Apache Arrow backend. Best for 1-100GB da
polis-protocol
Coordinate multi-vendor AI agents as a self-improving team — a learning router assigns work by track record and citizens can amend the protocol's own rules.
Popup Cro
Create and optimize popups, modals, overlays, slide-ins, and banners to increase conversions without harming user experience or brand trust.
Posix Shell Pro
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Postgres Best Practices
Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
Postgresql
Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, and advanced features
Postgresql Optimization
PostgreSQL database optimization workflow for query tuning, indexing strategies, performance analysis, and production database management.
Posthog Automation
Automate PostHog tasks via Rube MCP (Composio): events, feature flags, projects, user profiles, annotations. Always search tools first for current schemas.
Postmark Automation
Automate Postmark email delivery tasks via Rube MCP (Composio): send templated emails, manage templates, monitor delivery stats and bounces. Always search tools first for current schemas.
Postmortem Writing
Write effective blameless postmortems with root cause analysis, timelines, and action items. Use when conducting incident reviews, writing postmortem documents, or improving incident response proce...
Powershell Windows
PowerShell Windows patterns. Critical pitfalls, operator syntax, error handling.
Pptx Official
Presentation creation, editing, and analysis. When Claude needs to work with presentations (.pptx files) for: (1) Creating new presentations, (2) Modifying or editing content, (3) Working with layo...
pr-writer
Create pull requests following Sentry's engineering practices.
price-psychology-strategist
One sentence - what this skill does and when to invoke it
Pricing Strategy
Design pricing, packaging, and monetization strategies based on value, customer willingness to pay, and growth objectives.
Prisma Expert
Prisma ORM expert for schema design, migrations, query optimization, relations modeling, and database operations. Use PROACTIVELY for Prisma schema issues, migration problems, query performance, re...
privacy-by-design
Use when building apps that collect user data. Ensures privacy protections are built in from the start—data minimization, consent, encryption.
Privilege Escalation Methods
This skill should be used when the user asks to \"escalate privileges\", \"get root access\", \"become administrator\", \"privesc techniques\", \"abuse sudo\", \"exploit SUID binaries\", \"K...
Product Manager Toolkit
Comprehensive toolkit for product managers including RICE prioritization, customer interview analysis, PRD templates, discovery frameworks, and go-to-market strategies. Use for feature prioritizati...
product-design
Design de produto nivel Apple — sistemas visuais, UX flows, acessibilidade, linguagem visual proprietaria, design tokens, prototipagem e handoff. Cobre Figma, design systems, tipografia, cor, espacame
product-inventor
Product Inventor e Design Alchemist de nivel maximo — combina Product Thinking, Design Systems, UI Engineering, Psicologia Cognitiva, Storytelling e execucao impecavel nivel Jobs/Apple.
product-manager
Senior PM agent with 6 knowledge domains, 30+ frameworks, 12 templates, and 32 SaaS metrics with formulas. Pure Markdown, zero scripts.
product-marketing-context
Create or update a reusable product marketing context document with positioning, audience, ICP, use cases, and messaging. Use at the start of a project to avoid repeating core marketing context across
Production Code Audit
Autonomously deep-scan entire codebase line-by-line, understand architecture and patterns, then systematically transform it to production-grade, corporate-level professional quality with optimizations
Production Scheduling
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production-audit
Audit a shipped repo for production-readiness gaps across RLS, webhooks, secrets, grants, Stripe idempotency, mobile UX, and deployment health.
professional-proofreader
Use when a user asks to "proofread", "review and correct", "fix grammar", "improve readability while keeping my voice", and to proofread a document file and save an updated version.
Programmatic Seo
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progressive-estimation
Estimate AI-assisted and hybrid human+agent development work with research-backed PERT statistics and calibration feedback loops
progressive-web-app
Build Progressive Web Apps (PWAs) with offline support, installability, and caching strategies. Trigger whenever the user mentions PWA, service workers, web app manifests, Workbox, 'add to home screen
project-development
This skill covers the principles for identifying tasks suited to LLM processing, designing effective project architectures, and iterating rapidly using agent-assisted development.
project-skill-audit
Audit a project and recommend the highest-value skills to add or update.
Projection Patterns
Build read models and projections from event streams. Use when implementing CQRS read sides, building materialized views, or optimizing query performance in event-sourced systems.
Prometheus Configuration
Set up Prometheus for comprehensive metric collection, storage, and monitoring of infrastructure and applications. Use when implementing metrics collection, setting up monitoring infrastructure, or...
Prompt Caching
Caching strategies for LLM prompts including Anthropic prompt caching, response caching, and CAG (Cache Augmented Generation) Use when: prompt caching, cache prompt, response cache, cag, cache augm...
Prompt Engineer
Transforms user prompts into optimized prompts using frameworks (RTF, RISEN, Chain of Thought, RODES, Chain of Density, RACE, RISE, STAR, SOAP, CLEAR, GROW)
Prompt Engineering
Expert guide on prompt engineering patterns, best practices, and optimization techniques. Use when user wants to improve prompts, learn prompting strategies, or debug agent behavior.
Prompt Engineering Patterns
Master advanced prompt engineering techniques to maximize LLM performance, reliability, and controllability in production. Use when optimizing prompts, improving LLM outputs, or designing productio...
Prompt Library
Curated collection of high-quality prompts for various use cases. Includes role-based prompts, task-specific templates, and prompt refinement techniques. Use when user needs prompt templates, role-...
protect-mcp-governance
Agent governance skill for MCP tool calls — Cedar policy authoring, shadow-to-enforce rollout, and Ed25519 receipt verification.
Protocol Reverse Engineering
Master network protocol reverse engineering including packet analysis, protocol dissection, and custom protocol documentation. Use when analyzing network traffic, understanding proprietary protocol...
pubmed-database
Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management. For Python workflows, prefer biopython (Bio.Entrez). Use this for direct HTTP/R
puzzle-activity-planner
Plan puzzle-based activities for classrooms, parties, and events with pre-configured generator links
Pydantic Models Py
Create Pydantic models following the multi-model pattern with Base, Create, Update, Response, and InDB variants. Use when defining API request/response schemas, database models, or data validation ...
pydantic-ai
Build production-ready AI agents with PydanticAI — type-safe tool use, structured outputs, dependency injection, and multi-model support.
pypict-skill
Pairwise test generation
Python Development Python Scaffold
You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint
Python Fastapi Development
Python FastAPI backend development with async patterns, SQLAlchemy, Pydantic, authentication, and production API patterns.
Python Packaging
Create distributable Python packages with proper project structure, setup.py/pyproject.toml, and publishing to PyPI. Use when packaging Python libraries, creating CLI tools, or distributing Python ...
Python Patterns
Python development principles and decision-making. Framework selection, async patterns, type hints, project structure. Teaches thinking, not copying.
Python Performance Optimization
Profile and optimize Python code using cProfile, memory profilers, and performance best practices. Use when debugging slow Python code, optimizing bottlenecks, or improving application performance.
Python Pro
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Python Testing Patterns
Implement comprehensive testing strategies with pytest, fixtures, mocking, and test-driven development. Use when writing Python tests, setting up test suites, or implementing testing best practices.
python-development
You are a Python project architecture expert specializing in scaffolding production-ready Python applications. Generate complete project structures with modern tooling (uv, FastAPI, Django), type hint
python-pptx-generator
Generate complete Python scripts that build polished PowerPoint decks with python-pptx and real slide content.
qiskit
Qiskit is the world's most popular open-source quantum computing framework with 13M+ downloads. Build quantum circuits, optimize for hardware, execute on simulators or real quantum computers, and anal
Quality Nonconformance
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Quant Analyst
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quinn
Proves the system works by writing and executing comprehensive test suites.
Radix Ui Design System
Build accessible design systems with Radix UI primitives. Headless component customization, theming strategies, and compound component patterns for production-grade UI libraries.
Rag Engineer
Expert in building Retrieval-Augmented Generation systems. Masters embedding models, vector databases, chunking strategies, and retrieval optimization for LLM applications. Use when: building RAG, ...
Rag Implementation
RAG (Retrieval-Augmented Generation) implementation workflow covering embedding selection, vector database setup, chunking strategies, and retrieval optimization.
rayden-code
Generate React code with Rayden UI components using correct props, tokens, and premium layout patterns
rayden-use
Build and maintain Rayden UI components and screens in Figma via Figma MCP with full design token enforcement
React Best Practices
React and Next.js performance optimization guidelines from Vercel Engineering. This skill should be used when writing, reviewing, or refactoring React/Next.js code to ensure optimal performance pat...
React Flow Architect
Expert ReactFlow architect for building interactive graph applications with hierarchical node-edge systems, performance optimization, and auto-layout integration. Use when Claude needs to create or...
React Flow Node Ts
Create React Flow node components with TypeScript types, handles, and Zustand integration. Use when building custom nodes for React Flow canvas, creating visual workflow editors, or implementing no...
React Modernization
Upgrade React applications to latest versions, migrate from class components to hooks, and adopt concurrent features. Use when modernizing React codebases, migrating to React Hooks, or upgrading to...
React Native Architecture
Build production React Native apps with Expo, navigation, native modules, offline sync, and cross-platform patterns. Use when developing mobile apps, implementing native integrations, or architecti...
React Nextjs Development
React and Next.js 14+ application development with App Router, Server Components, TypeScript, Tailwind CSS, and modern frontend patterns.
React Patterns
Modern React patterns and principles. Hooks, composition, performance, TypeScript best practices.
React State Management
Master modern React state management with Redux Toolkit, Zustand, Jotai, and React Query. Use when setting up global state, managing server state, or choosing between state management solutions.
React Ui Patterns
Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.
react-component-performance
Diagnose slow React components and suggest targeted performance fixes.
react-native-skills
Use when working with react-native-skills tasks or workflows
Readme
When the user wants to create or update a README.md file for a project. Also use when the user says 'write readme,' 'create readme,' 'document this project,' 'project documentation,' or asks for he...
recallmax
FREE — God-tier long-context memory for AI agents. Injects 500K-1M clean tokens, auto-summarizes with tone/intent preservation, compresses 14-turn history into 800 tokens.
Receiving Code Review
Use when receiving code review feedback, before implementing suggestions, especially if feedback seems unclear or technically questionable - requires technical rigor and verification, not performat...
recsys-pipeline-architect
Designs composable recommendation, ranking, and feed pipelines using the six-stage Source→Hydrator→Filter→Scorer→Selector→SideEffect framework
recursive-context-pruning-token-budgeting
Optimizes AI agent performance by pruning redundant context, managing token usage, and enforcing ultra-concise, direct-to-value responses.
Red Team Tactics
Red team tactics principles based on MITRE ATT&CK. Attack phases, detection evasion, reporting.
Red Team Tools
This skill should be used when the user asks to \"follow red team methodology\", \"perform bug bounty hunting\", \"automate reconnaissance\", \"hunt for XSS vulnerabilities\", \"enumerate su...
Reddit Automation
Automate Reddit tasks via Rube MCP (Composio): search subreddits, create posts, manage comments, and browse top content. Always search tools first for current schemas.
redesign-existing-projects
Use when upgrading existing websites or apps by auditing generic UI patterns and applying premium design fixes without rewrites.
Reference Builder
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Referral Program
When the user wants to create, optimize, or analyze a referral program, affiliate program, or word-of-mouth strategy. Also use when the user mentions 'referral,' 'affiliate,' 'ambassador,' 'word of...
rehabilitation-analyzer
分析康复训练数据、识别康复模式、评估康复进展，并提供个性化康复建议
remotion
Generate walkthrough videos from Stitch projects using Remotion with smooth transitions, zooming, and text overlays
Remotion Best Practices
Best practices for Remotion - Video creation in React
Render Automation
Automate Render tasks via Rube MCP (Composio): services, deployments, projects. Always search tools first for current schemas.
Requesting Code Review
Use when completing tasks, implementing major features, or before merging to verify work meets requirements
Returns Reverse Logistics
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Reverse Engineer
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revops
Design and improve revenue operations, lead lifecycle rules, scoring, routing, handoffs, and CRM process automation. Use when marketing, sales, and customer success workflows need clearer operational
rex
Translates user intent into a precise, unambiguous specification and requirements.
rich-elicitation
Asks clarifying questions in multiple rounds before starting ambiguous tasks. Fires when 2+ task dimensions each have 3+ viable answers.
Risk Manager
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Risk Metrics Calculation
Calculate portfolio risk metrics including VaR, CVaR, Sharpe, Sortino, and drawdown analysis. Use when measuring portfolio risk, implementing risk limits, or building risk monitoring systems.
robius-app-architecture
CRITICAL: Use for Robius app architecture patterns. Triggers on: Tokio, async, submit_async_request, 异步, 架构, SignalToUI, Cx::post_action, worker task, app structure, MatchEvent, handle_startup
robius-event-action
CRITICAL: Use for Robius event and action patterns. Triggers on: custom action, MatchEvent, post_action, cx.widget_action, handle_actions, DefaultNone, widget action, event handling, 事件处理, 自定义动作
robius-matrix-integration
CRITICAL: Use for Matrix SDK integration with Makepad. Triggers on: Matrix SDK, sliding sync, MatrixRequest, timeline, matrix-sdk, matrix client, robrix, matrix room, Matrix 集成, 聊天客户端
robius-state-management
CRITICAL: Use for Robius state management patterns. Triggers on: AppState, persistence, theme switch, 状态管理, Scope::with_data, save state, load state, serde, 状态持久化, 主题切换
robius-widget-patterns
CRITICAL: Use for Robius widget patterns. Triggers on: apply_over, TextOrImage, modal, 可复用, 模态, collapsible, drag drop, reusable widget, widget design, pageflip, 组件设计, 组件模式
Ruby Pro
|
runapi-cli
Generate AI images, videos, and music/audio from agents using the RunAPI CLI.
runaway-guard
Cost-safety discipline for paid AI / inference APIs: treat $-cost as a third complexity dimension alongside time and space. Forces a written per-run $-cap, per-day $-cap, max-iterations bound, concurr
Rust Async Patterns
Master Rust async programming with Tokio, async traits, error handling, and concurrent patterns. Use when building async Rust applications, implementing concurrent systems, or debugging async code.
Rust Pro
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saas-multi-tenant
Design and implement multi-tenant SaaS architectures with row-level security, tenant-scoped queries, shared-schema isolation, and safe cross-tenant admin patterns in PostgreSQL and TypeScript.
saas-mvp-launcher
Use when planning or building a SaaS MVP from scratch. Provides a structured roadmap covering tech stack, architecture, auth, payments, and launch checklist.
Saga Orchestration
Implement saga patterns for distributed transactions and cross-aggregate workflows. Use when coordinating multi-step business processes, handling compensating transactions, or managing long-running...
Sales Automator
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sales-enablement
Create sales collateral such as decks, one-pagers, objection docs, demo scripts, playbooks, and proposal templates. Use when a sales team needs assets that help reps move deals forward and close.
Salesforce Automation
Automate Salesforce tasks via Rube MCP (Composio): leads, contacts, accounts, opportunities, SOQL queries. Always search tools first for current schemas.
Salesforce Development
Expert patterns for Salesforce platform development including Lightning Web Components (LWC), Apex triggers and classes, REST/Bulk APIs, Connected Apps, and Salesforce DX with scratch orgs and 2nd ...
sam-altman
Agente que simula Sam Altman — CEO da OpenAI, ex-presidente da Y Combinator, arquiteto da era AGI.
sankhya-dashboard-html-jsp-custom-best-pratices
This skill should be used when the user asks for patterns, best practices, creation, or fixing of Sankhya dashboards using HTML, JSP, Java, and SQL.
Sast Configuration
Configure Static Application Security Testing (SAST) tools for automated vulnerability detection in application code. Use when setting up security scanning, implementing DevSecOps practices, or aut...
satori
Clinically informed wisdom companion blending psychology and philosophy into a structured thinking partner
Scala Pro
|
scale-benchmarks
Reference document for monopoly scale-benchmarks.
Scanning Tools
This skill should be used when the user asks to \"perform vulnerability scanning\", \"scan networks for open ports\", \"assess web application security\", \"scan wireless networks\", \"detec...
scanpy
Scanpy is a scalable Python toolkit for analyzing single-cell RNA-seq data, built on AnnData. Apply this skill for complete single-cell workflows including quality control, normalization, dimensionali
scarcity-urgency-psychologist
One sentence - what this skill does and when to invoke it
Schema Markup
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schema-markup-generator
Generate and implement JSON-LD structured data for web apps, tool pages, blogs, FAQs, and SaaS sites. Supports WebSite, SoftwareApplication, BlogPosting, FAQPage, HowTo, BreadcrumbList, and Organizati
scientific-writing
This is the core skill for the deep research and writing tool—combining AI-driven deep research with well-formatted written outputs. Every document produced is backed by comprehensive literature searc
scikit-learn
Machine learning in Python with scikit-learn. Use for classification, regression, clustering, model evaluation, and ML pipelines.
Screen Reader Testing
Test web applications with screen readers including VoiceOver, NVDA, and JAWS. Use when validating screen reader compatibility, debugging accessibility issues, or ensuring assistive technology supp...
screenshots
Generate marketing screenshots of your app using Playwright. Use when the user wants to create screenshots for Product Hunt, social media, landing pages, or documentation.
Scroll Experience
Expert in building immersive scroll-driven experiences - parallax storytelling, scroll animations, interactive narratives, and cinematic web experiences. Like NY Times interactives, Apple product p...
seaborn
Seaborn is a Python visualization library for creating publication-quality statistical graphics. Use this skill for dataset-oriented plotting, multivariate analysis, automatic statistical estimation,
Search Specialist
Expert web researcher using advanced search techniques and
Secrets Management
Implement secure secrets management for CI/CD pipelines using Vault, AWS Secrets Manager, or native platform solutions. Use when handling sensitive credentials, rotating secrets, or securing CI/CD ...
Security Audit
Comprehensive security auditing workflow covering web application testing, API security, penetration testing, vulnerability scanning, and security hardening.
Security Auditor
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Security Compliance Compliance Check
You are a compliance expert specializing in regulatory requirements for software systems including GDPR, HIPAA, SOC2, PCI-DSS, and other industry standards. Perform compliance audits and provide im...
Security Requirement Extraction
Derive security requirements from threat models and business context. Use when translating threats into actionable requirements, creating security user stories, or building security test cases.
Security Scanning Security Dependencies
You are a security expert specializing in dependency vulnerability analysis, SBOM generation, and supply chain security. Scan project dependencies across ecosystems to identify vulnerabilities, ass...
Security Scanning Security Hardening
Coordinate multi-layer security scanning and hardening across application, infrastructure, and compliance controls.
Security Scanning Security Sast
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security-bluebook-builder
Build a minimal but real security policy for sensitive apps. The output is a single, coherent Blue Book document using MUST/SHOULD/CAN language, with explicit assumptions, scope, and security gates.
security-checklist
Reference document for monopoly security-checklist.
seek-and-analyze-video
Seek and analyze video content using Memories.ai Large Visual Memory Model for persistent video intelligence
Segment Automation
Automate Segment tasks via Rube MCP (Composio): track events, identify users, manage groups, page views, aliases, batch operations. Always search tools first for current schemas.
Segment Cdp
Expert patterns for Segment Customer Data Platform including Analytics.js, server-side tracking, tracking plans with Protocols, identity resolution, destinations configuration, and data governance ...
semgrep-rule-creator
Creates custom Semgrep rules for detecting security vulnerabilities, bug patterns, and code patterns. Use when writing Semgrep rules or building custom static analysis detections.
semgrep-rule-variant-creator
Creates language variants of existing Semgrep rules. Use when porting a Semgrep rule to specified target languages. Takes an existing rule and target languages as input, produces independent rule+test
sendblue-api
Send and receive iMessage, SMS, and RCS from application code via the Sendblue HTTP API — text, media, group messages, send styles, reactions, typing indicators, status callbacks, and inbound webhooks
sendblue-cli
Send iMessage and SMS from the shell via the @sendblue/cli npm package — outbound sends, contact management, and account setup with no API client or webhook server required.
sendblue-notify
Text the user's phone when a long-running task, agent turn, or scheduled job finishes — via @sendblue/cli for outbound, optionally wired to a Claude Code Stop hook for automatic fire.
Sendgrid Automation
Automate SendGrid email operations including sending emails, managing contacts/lists, sender identities, templates, and analytics via Rube MCP (Composio). Always search tools first for current sche...
Senior Architect
Comprehensive software architecture skill for designing scalable, maintainable systems using ReactJS, NextJS, NodeJS, Express, React Native, Swift, Kotlin, Flutter, Postgres, GraphQL, Go, Python. I...
Senior Fullstack
Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQL, and PostgreSQL. Includes project scaffolding, code quality analysis, architec...
senior-frontend
Frontend development skill for React, Next.js, TypeScript, and Tailwind CSS applications. Use when building React components, optimizing Next.js performance, analyzing bundle sizes, scaffolding fronte
Sentry Automation
Automate Sentry tasks via Rube MCP (Composio): manage issues/events, configure alerts, track releases, monitor projects and teams. Always search tools first for current schemas.
seo
Run a broad SEO audit across technical SEO, on-page SEO, schema, sitemaps, content quality, AI search readiness, and GEO. Use as the umbrella skill when the user asks for a full SEO analysis or strate
Seo Audit
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Seo Authority Builder
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Seo Cannibalization Detector
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Seo Content Auditor
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Seo Content Planner
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Seo Content Refresher
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Seo Content Writer
|
Seo Fundamentals
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Seo Keyword Strategist
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Seo Meta Optimizer
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Seo Snippet Hunter
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Seo Structure Architect
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seo-aeo-blog-writer
Writes long-form blog posts with TL;DR block, definition sentence, comparison table, and 5-question FAQ for SEO ranking and AEO citation. Activate when the user wants to write a blog post, article, or
seo-aeo-content-cluster
Builds a topical authority map with a pillar page, prioritised cluster articles, content types, internal link map, and content gap analysis. Activate when the user wants to build a content cluster, to
seo-aeo-content-quality-auditor
Audits content for SEO and AEO performance with scored reports, severity-ranked fix lists, and projected scores after fixes. Activate when the user wants to audit, review, or score content for SEO or
seo-aeo-internal-linking
Maps internal link opportunities between pages with anchor text, placement instructions, orphan page detection, and cannibalization checks. Activate when the user wants to build an internal linking st
seo-aeo-keyword-research
Researches and prioritises SEO keywords with AEO question queries, difficulty tiers, cannibalization checks, and a content map. Activate when the user wants to find keywords, research search terms, or
seo-aeo-landing-page-writer
Writes complete, structured landing pages optimized for SEO ranking, AEO citation, and visitor conversion. Activate when the user wants to write or generate a landing page for a product, service, or o
seo-aeo-meta-description-generator
Writes 3 title tag variants and 3 meta description variants per page with SERP preview, OG tags, and Twitter Card tags. Activate when the user wants to write meta tags, title tags, or social sharing t
seo-aeo-schema-generator
Generates valid JSON-LD structured data for 10 schema types with rich result eligibility validation and implementation-ready script blocks. Activate when the user wants to generate schema markup, JSON
seo-competitor-pages
Generate SEO-optimized competitor comparison and alternatives pages. Covers "X vs Y" layouts, "alternatives to X" pages, feature matrices, schema markup, and conversion optimization. Use when user say
seo-content
Content quality and E-E-A-T analysis with AI citation readiness assessment. Use when user says "content quality", "E-E-A-T", "content analysis", "readability check", "thin content", or "content audit"
seo-dataforseo
Use DataForSEO for live SERPs, keyword metrics, backlinks, competitor analysis, on-page checks, and AI visibility data. Trigger when the user needs real SEO data rather than static guidance.
seo-forensic-incident-response
Investigate sudden drops in organic traffic or rankings and run a structured forensic SEO incident response with triage, root-cause analysis and recovery plan.
seo-geo
Optimize content for AI Overviews, ChatGPT, Perplexity, and other AI search systems. Use when improving GEO, AI citations, llms.txt readiness, crawler accessibility, and passage-level citability.
seo-hreflang
Hreflang and international SEO audit, validation, and generation. Detects common mistakes, validates language/region codes, and generates correct hreflang implementations. Use when user says "hreflang
seo-image-gen
Generate SEO-focused images such as OG cards, hero images, schema assets, product visuals, and infographics. Use when image generation is part of an SEO workflow or content publishing task.
seo-images
Image optimization analysis for SEO and performance. Checks alt text, file sizes, formats, responsive images, lazy loading, and CLS prevention. Use when user says "image optimization", "alt text", "im
seo-page
Deep single-page SEO analysis covering on-page elements, content quality, technical meta tags, schema, images, and performance. Use when user says "analyze this page", "check page SEO", or provides a
seo-plan
Strategic SEO planning for new or existing websites. Industry-specific templates, competitive analysis, content strategy, and implementation roadmap. Use when user says "SEO plan", "SEO strategy", "co
seo-programmatic
Plan and audit programmatic SEO pages generated at scale from structured data. Use when designing templates, URL systems, internal linking, quality gates, and index-bloat safeguards for pages at scale
seo-schema
Detect, validate, and generate Schema.org structured data. JSON-LD format preferred. Use when user says "schema", "structured data", "rich results", "JSON-LD", or "markup".
seo-sitemap
Analyze existing XML sitemaps or generate new ones with industry templates. Validates format, URLs, and structure. Use when user says "sitemap", "generate sitemap", "sitemap issues", or "XML sitemap".
seo-technical
Audit technical SEO across crawlability, indexability, security, URLs, mobile, Core Web Vitals, structured data, JavaScript rendering, and related platform signals like robots.txt and AI crawler acces
sequence-psychologist
One sentence - what this skill does and when to invoke it
Server Management
Server management principles and decision-making. Process management, monitoring strategy, and scaling decisions. Teaches thinking, not commands.
Service Mesh Expert
Expert service mesh architect specializing in Istio, Linkerd, and cloud-native networking patterns. Masters traffic management, security policies, observability integration, and multi-cluster mesh con
Service Mesh Observability
Implement comprehensive observability for service meshes including distributed tracing, metrics, and visualization. Use when setting up mesh monitoring, debugging latency issues, or implementing SL...
sexual-health-analyzer
Sexual Health Analyzer
shadcn
Manages shadcn/ui components and projects, providing context, documentation, and usage patterns for building modern design systems.
Shader Programming Glsl
Expert guide for writing efficient GLSL shaders (Vertex/Fragment) for web and game engines, covering syntax, uniforms, and common effects.
sharp-edges
sharp-edges
Shellcheck Configuration
Master ShellCheck static analysis configuration and usage for shell script quality. Use when setting up linting infrastructure, fixing code issues, or ensuring script portability.
Shodan Reconnaissance
This skill should be used when the user asks to \"search for exposed devices on the internet,\" \"perform Shodan reconnaissance,\" \"find vulnerable services using Shodan,\" \"scan IP ranges...
Shopify Apps
Expert patterns for Shopify app development including Remix/React Router apps, embedded apps with App Bridge, webhook handling, GraphQL Admin API, Polaris components, billing, and app extensions. U...
Shopify Automation
Automate Shopify tasks via Rube MCP (Composio): products, orders, customers, inventory, collections. Always search tools first for current schemas.
Shopify Development
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Signup Flow Cro
When the user wants to optimize signup, registration, account creation, or trial activation flows. Also use when the user mentions \"signup conversions,\" \"registration friction,\" \"signup...
Similarity Search Patterns
Implement efficient similarity search with vector databases. Use when building semantic search, implementing nearest neighbor queries, or optimizing retrieval performance.
simplify-code
Review a diff for clarity and safe simplifications, then optionally apply low-risk fixes.
site-architecture
Plan or restructure website hierarchy, navigation, URL patterns, breadcrumbs, and internal linking. Use when mapping pages, sections, and site structure, but not for XML sitemap auditing or schema mar
Skill Creator
This skill should be used when the user asks to create a new skill, build a skill, make a custom skill, develop a CLI skill, or wants to extend the CLI with new capabilities. Automates the entire s...
Skill Creator Ms
Guide for creating effective skills for AI coding agents working with Azure SDKs and Microsoft Foundry services. Use when creating new skills or updating existing skills.
Skill Developer
Create and manage Claude Code skills following Anthropic best practices. Use when creating new skills, modifying skill-rules.json, understanding trigger patterns, working with hooks, debugging skil...
Skill Installer
Recursive capability. An agent skill that allows the agent to find and install other skills autonomously.
skill-audit
Pre-install security scanner for AI agent skills. 7.5% of 14,706 skills are malicious. Audit before you trust.
skill-check
Validate Claude Code skills against the agentskills specification. Catches structural, semantic, and naming issues before users do.
skill-improver
Iteratively improve a Claude Code skill using the skill-reviewer agent until it meets quality standards. Use when improving a skill with multiple quality issues, iterating on a new skill until it meet
skill-issue
Find out why a coding-agent skill won't fire — grade each SKILL.md A–F on activation, simulate which skill a prompt triggers, and flag collisions where one silently shadows another.
skill-optimizer
Diagnose and optimize Agent Skills (SKILL.md) with real session data and research-backed static analysis. Works with Claude Code, Codex, and any Agent Skills-compatible agent.
skill-rails-upgrade
Analyze Rails apps and provide upgrade assessments
skill-router
Use when the user is unsure which skill to use or where to start. Interviews the user with targeted questions and recommends the best skill(s) from the installed library for their goal.
skill-scanner
Scan agent skills for security issues before adoption. Detects prompt injection, malicious code, excessive permissions, secret exposure, and supply chain risks.
skill-seekers
-Automatically convert documentation websites, GitHub repositories, and PDFs into Claude AI skills in minutes.
skill-sentinel
Auditoria e evolucao do ecossistema de skills. Qualidade de codigo, seguranca, custos, gaps, duplicacoes, dependencias e relatorios de saude.
skill-suggester
Scan prompt history for recurring patterns and unmet needs, then propose new skills or command templates
skill-writer
Create and improve agent skills following the Agent Skills specification. Use when asked to create, write, or update skills.
skin-health-analyzer
Analyze skin health data, identify skin problem patterns, assess skin health status. Supports correlation analysis with nutrition, chronic diseases, and medication data.
skyvern-browser-automation
AI-powered browser automation — navigate sites, fill forms, extract structured data, log in with stored credentials, and build reusable workflows.
Slack Automation
Automate Slack messaging, channel management, search, reactions, and threads via Rube MCP (Composio). Send messages, search conversations, manage channels/users, and react to messages programmatica...
Slack Bot Builder
Build Slack apps using the Bolt framework across Python, JavaScript, and Java. Covers Block Kit for rich UIs, interactive components, slash commands, event handling, OAuth installation flows, and W...
Slack Gif Creator
Knowledge and utilities for creating animated GIFs optimized for Slack. Provides constraints, validation tools, and animation concepts. Use when users request animated GIFs for Slack like \"...
sleep-analyzer
分析睡眠数据、识别睡眠模式、评估睡眠质量，并提供个性化睡眠改善建议。支持与其他健康数据的关联分析。
Slo Implementation
Define and implement Service Level Indicators (SLIs) and Service Level Objectives (SLOs) with error budgets and alerting. Use when establishing reliability targets, implementing SRE practices, or m...
smart-git-automation
Smart change detection, auto branch naming, and streamlined commit/PR workflow
Smtp Penetration Testing
This skill should be used when the user asks to \"perform SMTP penetration testing\", \"enumerate email users\", \"test for open mail relays\", \"grab SMTP banners\", \"brute force email cre...
snowflake-development
Comprehensive Snowflake development assistant covering SQL best practices, data pipeline design (Dynamic Tables, Streams, Tasks, Snowpipe), Cortex AI functions, Cortex Agents, Snowpark Python, dbt int
Social Content
When the user wants help creating, scheduling, or optimizing social media content for LinkedIn, Twitter/X, Instagram, TikTok, Facebook, or other platforms. Also use when the user mentions 'LinkedIn...
social-metadata-hardening
Fix social sharing previews so URLs render as rich cards on Facebook, LinkedIn, X/Twitter, WhatsApp, Telegram, Slack, and Discord. Covers OG tags, Twitter cards, absolute image URLs, and metadata debu
social-orchestrator
Orquestrador unificado de canais sociais — coordena Instagram, Telegram e WhatsApp em um unico fluxo de trabalho. Publicacao cross-channel, metricas unificadas, reutilizacao de conteudo por formato, a
social-post-writer-seo
Social Media Strategist and Content Writer. Creates clear, engaging social media posts for Instagram, LinkedIn, and Facebook.
social-proof-architect
One sentence - what this skill does and when to invoke it
socialclaw
Agent-first social media publishing skill — schedule and publish posts across 13 platforms (X, LinkedIn, Instagram, Facebook Pages, TikTok, Discord, Telegram, YouTube, Reddit, WordPress, Pinterest) vi
Software Architecture
Guide for quality focused software architecture. This skill should be used when users want to write code, design architecture, analyze code, in any case that relates to software development.
Solidity Security
Master smart contract security best practices to prevent common vulnerabilities and implement secure Solidity patterns. Use when writing smart contracts, auditing existing contracts, or implementin...
Spark Optimization
Optimize Apache Spark jobs with partitioning, caching, shuffle optimization, and memory tuning. Use when improving Spark performance, debugging slow jobs, or scaling data processing pipelines.
spec-to-code-compliance
Verifies code implements exactly what documentation specifies for blockchain audits. Use when comparing code against whitepapers, finding gaps between specs and implementation, or performing complianc
speckit-updater
SpecKit Safe Update
speed
Launch RSVP speed reader for text
spline-3d-integration
Use when adding interactive 3D scenes from Spline.design to web projects, including React embedding and runtime control API.
Sql Injection Testing
This skill should be used when the user asks to \"test for SQL injection vulnerabilities\", \"perform SQLi attacks\", \"bypass authentication using SQL injection\", \"extract database inform...
Sql Optimization Patterns
Master SQL query optimization, indexing strategies, and EXPLAIN analysis to dramatically improve database performance and eliminate slow queries. Use when debugging slow queries, designing database...
Sql Pro
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Sqlmap Database Pentesting
This skill should be used when the user asks to \"automate SQL injection testing,\" \"enumerate database structure,\" \"extract database credentials using sqlmap,\" \"dump tables and columns...
Square Automation
Automate Square tasks via Rube MCP (Composio): payments, orders, invoices, locations. Always search tools first for current schemas.
squirrel
Full-cycle AI coding skill: plans, builds, tests, lints, fixes bugs, and writes production-grade docs. Auto-detects project state and adapts its 8-phase pipeline.
sred-project-organizer
Take a list of projects and their related documentation, and organize them into the SRED format for submission.
sred-work-summary
Go back through the previous year of work and create a Notion doc that groups relevant links into projects that can then be documented as SRED projects.
Ssh Penetration Testing
This skill should be used when the user asks to \"pentest SSH services\", \"enumerate SSH configurations\", \"brute force SSH credentials\", \"exploit SSH vulnerabilities\", \"perform SSH tu...
stability-ai
Geracao de imagens via Stability AI (SD3.5, Ultra, Core). Text-to-image, img2img, inpainting, upscale, remove-bg, search-replace. 15 estilos artisticos.
Startup Analyst
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Startup Business Analyst Business Case
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Startup Business Analyst Financial Projections
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Startup Business Analyst Market Opportunity
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Startup Financial Modeling
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Startup Metrics Framework
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statsmodels
Statsmodels is Python's premier library for statistical modeling, providing tools for estimation, inference, and diagnostics across a wide range of statistical methods.
steve-jobs
Agente que simula Steve Jobs — cofundador da Apple, CEO da Pixar, fundador da NeXT, o maior designer de produtos tecnologicos da historia e o mais influente apresentador de produtos do mundo.
Stitch Ui Design
Expert guide for creating effective prompts for Google Stitch AI UI design tool. Use when user wants to design UI/UX in Stitch, create app interfaces, generate mobile/web designs, or needs help cra...
stitch-design-taste
Use when generating Google Stitch DESIGN.md systems for premium typography, color, layout, motion intent, and anti-generic UI rules.
stitch-loop
Teaches agents to iteratively build websites using Stitch with an autonomous baton-passing loop pattern
Stride Analysis Patterns
Apply STRIDE methodology to systematically identify threats. Use when analyzing system security, conducting threat modeling sessions, or creating security documentation.
Stripe Automation
Automate Stripe tasks via Rube MCP (Composio): customers, charges, subscriptions, invoices, products, refunds. Always search tools first for current schemas.
Stripe Integration
Implement Stripe payment processing for robust, PCI-compliant payment flows including checkout, subscriptions, and webhooks. Use when integrating Stripe payments, building subscription systems, or ...
Subagent Driven Development
Use when executing implementation plans with independent tasks in the current session
subagent-orchestrator
Coordinate quota-aware parallel subagents for large, multi-file Antigravity tasks.
subject-line-psychologist
One sentence - what this skill does and when to invoke it
Supabase Automation
Automate Supabase database queries, table management, project administration, storage, edge functions, and SQL execution via Rube MCP (Composio). Always search tools first for current schemas.
superpowers-lab
Lab environment for Claude superpowers
supply-chain-risk-auditor
Identifies dependencies at heightened risk of exploitation or takeover. Use when assessing supply chain attack surface, evaluating dependency health, or scoping security engagements.
sveltekit
Build full-stack web applications with SvelteKit — file-based routing, SSR, SSG, API routes, and form actions in one framework.
swift-concurrency-expert
Review and fix Swift concurrency issues such as actor isolation and Sendable violations.
Swiftui Expert Skill
Write, review, or improve SwiftUI code following best practices for state management, view composition, performance, modern APIs, Swift concurrency, and iOS 26+ Liquid Glass adoption. Use when buil...
swiftui-liquid-glass
Implement or review SwiftUI Liquid Glass APIs with correct fallbacks and modifier order.
swiftui-performance-audit
Audit SwiftUI performance issues from code review and profiling evidence.
swiftui-ui-patterns
Apply proven SwiftUI UI patterns for navigation, sheets, async state, and reusable screens.
swiftui-view-refactor
Refactor SwiftUI views into smaller components with stable, explicit data flow.
sympy
SymPy is a Python library for symbolic mathematics that enables exact computation using mathematical symbols rather than numerical approximations.
Systematic Debugging
Use when encountering any bug, test failure, or unexpected behavior, before proposing fixes
Systems Programming Rust Project
You are a Rust project architecture expert specializing in scaffolding production-ready Rust applications. Generate complete project structures with cargo tooling, proper module organization, testing
Tailwind Design System
Build scalable design systems with Tailwind CSS, design tokens, component libraries, and responsive patterns. Use when creating component libraries, implementing design systems, or standardizing UI...
Tailwind Patterns
Tailwind CSS v4 principles. CSS-first configuration, container queries, modern patterns, design token architecture.
tanstack-query-expert
Expert in TanStack Query (React Query) — asynchronous state management. Covers data fetching, stale time configuration, mutations, optimistic updates, and Next.js App Router (SSR) integration.
task-intelligence
Protocolo de Inteligência Pré-Tarefa — ativa TODOS os agentes relevantes do ecossistema ANTES de executar qualquer tarefa solicitada pelo usuário.
Tavily Web
Web search, content extraction, crawling, and research capabilities using Tavily API
tcm-constitution-analyzer
分析中医体质数据、识别体质类型、评估体质特征,并提供个性化养生建议。支持与营养、运动、睡眠等健康数据的关联分析。
Tdd Orchestrator
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Tdd Workflow
Test-Driven Development workflow principles. RED-GREEN-REFACTOR cycle.
Tdd Workflows Tdd Cycle
Use when working with tdd workflows tdd cycle
Tdd Workflows Tdd Green
Implement the minimal code needed to make failing tests pass in the TDD green phase.
Tdd Workflows Tdd Red
Generate failing tests for the TDD red phase to define expected behavior and edge cases.
Tdd Workflows Tdd Refactor
Use when working with tdd workflows tdd refactor
tdd-workflows
Use when working with tdd workflows tdd cycle (Alias for tdd-workflows-tdd-cycle)
Team Collaboration Issue
You are a GitHub issue resolution expert specializing in systematic bug investigation, feature implementation, and collaborative development workflows. Your expertise spans issue triage, root cause an
Team Collaboration Standup Notes
You are an expert team communication specialist focused on async-first standup practices, AI-assisted note generation from commit history, and effective remote team coordination patterns.
Team Composition Analysis
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tech-matrix
Reference document for monopoly tech-matrix.
technical-change-tracker
Track code changes with structured JSON records, state machine enforcement, and AI session handoff for bot continuity
telegram
Integracao completa com Telegram Bot API. Setup com BotFather, mensagens, webhooks, inline keyboards, grupos, canais. Boilerplates Node.js e Python.
Telegram Automation
Automate Telegram tasks via Rube MCP (Composio): send messages, manage chats, share photos/documents, and handle bot commands. Always search tools first for current schemas.
Telegram Bot Builder
Expert in building Telegram bots that solve real problems - from simple automation to complex AI-powered bots. Covers bot architecture, the Telegram Bot API, user experience, monetization strategie...
Telegram Mini App
Expert in building Telegram Mini Apps (TWA) - web apps that run inside Telegram with native-like experience. Covers the TON ecosystem, Telegram Web App API, payments, user authentication, and build...
Templates
Project scaffolding templates for new applications. Use when creating new projects from scratch. Contains 12 templates for various tech stacks.
Temporal Python Pro
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Temporal Python Testing
Test Temporal workflows with pytest, time-skipping, and mocking strategies. Covers unit testing, integration testing, replay testing, and local development setup. Use when implementing Temporal wor...
temporal-golang-pro
Use when building durable distributed systems with Temporal Go SDK. Covers deterministic workflow rules, mTLS worker configs, and advanced patterns.
Terraform Aws Modules
Terraform module creation for AWS — reusable modules, state management, and HCL best practices. Use when building or reviewing Terraform AWS infrastructure.
Terraform Infrastructure
Terraform infrastructure as code workflow for provisioning cloud resources, creating reusable modules, and managing infrastructure at scale.
Terraform Module Library
Build reusable Terraform modules for AWS, Azure, and GCP infrastructure following infrastructure-as-code best practices. Use when creating infrastructure modules, standardizing cloud provisioning, ...
Terraform Skill
Terraform infrastructure as code best practices
Terraform Specialist
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Test Automator
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Test Driven Development
Use when implementing any feature or bugfix, before writing implementation code
Test Fixing
Run tests and systematically fix all failing tests using smart error grouping. Use when user asks to fix failing tests, mentions test failures, runs test suite and failures occur, or requests to ma...
Testing Patterns
Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.
Testing Qa
Comprehensive testing and QA workflow covering unit testing, integration testing, E2E testing, browser automation, and quality assurance.
textme
Text Claude from your phone — set up the njerschow/textme daemon so inbound iMessages drive a Claude Code session on your laptop, with voice notes, image input, code execution, and a phone-number whit
Theme Factory
Toolkit for styling artifacts with a theme. These artifacts can be slides, docs, reportings, HTML landing pages, etc. There are 10 pre-set themes with colors/fonts that you can apply to any artifac...
Threat Mitigation Mapping
Map identified threats to appropriate security controls and mitigations. Use when prioritizing security investments, creating remediation plans, or validating control effectiveness.
Threat Modeling Expert
Expert in threat modeling methodologies, security architecture review, and risk assessment. Masters STRIDE, PASTA, attack trees, and security requirement extraction. Use for security architecture r...
Threejs Skills
Create 3D scenes, interactive experiences, and visual effects using Three.js. Use when user requests 3D graphics, WebGL experiences, 3D visualizations, animations, or interactive 3D elements.
threejs-animation
Three.js animation - keyframe animation, skeletal animation, morph targets, animation mixing. Use when animating objects, playing GLTF animations, creating procedural motion, or blending animations.
threejs-fundamentals
Three.js scene setup, cameras, renderer, Object3D hierarchy, coordinate systems. Use when setting up 3D scenes, creating cameras, configuring renderers, managing object hierarchies, or working with tr
threejs-geometry
Three.js geometry creation - built-in shapes, BufferGeometry, custom geometry, instancing. Use when creating 3D shapes, working with vertices, building custom meshes, or optimizing with instanced rend
threejs-interaction
Three.js interaction - raycasting, controls, mouse/touch input, object selection. Use when handling user input, implementing click detection, adding camera controls, or creating interactive 3D experie
threejs-lighting
Three.js lighting - light types, shadows, environment lighting. Use when adding lights, configuring shadows, setting up IBL, or optimizing lighting performance.
threejs-loaders
Three.js asset loading - GLTF, textures, images, models, async patterns. Use when loading 3D models, textures, HDR environments, or managing loading progress.
threejs-materials
Three.js materials - PBR, basic, phong, shader materials, material properties. Use when styling meshes, working with textures, creating custom shaders, or optimizing material performance.
threejs-postprocessing
Three.js post-processing - EffectComposer, bloom, DOF, screen effects. Use when adding visual effects, color grading, blur, glow, or creating custom screen-space shaders.
threejs-shaders
Three.js shaders - GLSL, ShaderMaterial, uniforms, custom effects. Use when creating custom visual effects, modifying vertices, writing fragment shaders, or extending built-in materials.
threejs-textures
Three.js textures - texture types, UV mapping, environment maps, texture settings. Use when working with images, UV coordinates, cubemaps, HDR environments, or texture optimization.
Tiktok Automation
Automate TikTok tasks via Rube MCP (Composio): upload/publish videos, post photos, manage content, and view user profiles/stats. Always search tools first for current schemas.
tmux
Expert tmux session, window, and pane management for terminal multiplexing, persistent remote workflows, and shell scripting automation.
Todoist Automation
Automate Todoist task management, projects, sections, filtering, and bulk operations via Rube MCP (Composio). Always search tools first for current schemas.
tokenwise
Measurement-driven model router for Claude Code. Routes Haiku/Sonnet/Opus per task class, logs every routed task with real $ numbers, and A/B tests cheaper tiers before you trust the savings.
Tool Design
Build tools that agents can use effectively, including architectural reduction patterns
tool-use-guardian
FREE — Intelligent tool-call reliability wrapper. Monitors, retries, fixes, and learns from tool failures. Auto-recovers from truncated JSON, timeouts, rate limits, and mid-chain failures.
Top Web Vulnerabilities
This skill should be used when the user asks to \"identify web application vulnerabilities\", \"explain common security flaws\", \"understand vulnerability categories\", \"learn about inject...
Track Management
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transformers-js
Run Hugging Face models in JavaScript or TypeScript with Transformers.js in Node.js or the browser.
travel-health-analyzer
分析旅行健康数据、评估目的地健康风险、提供疫苗接种建议、生成多语言紧急医疗信息卡片。支持WHO/CDC数据集成的专业级旅行健康风险评估。
Trello Automation
Automate Trello boards, cards, and workflows via Rube MCP (Composio). Create cards, manage lists, assign members, and search across boards programmatically.
Trigger Dev
Trigger.dev expert for background jobs, AI workflows, and reliable async execution with excellent developer experience and TypeScript-first design. Use when: trigger.dev, trigger dev, background ta...
trpc-fullstack
Build end-to-end type-safe APIs with tRPC — routers, procedures, middleware, subscriptions, and Next.js/React integration patterns.
trust-calibrator
One sentence - what this skill does and when to invoke it
Turborepo Caching
Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching.
Tutorial Engineer
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Twilio Communications
Build communication features with Twilio: SMS messaging, voice calls, WhatsApp Business API, and user verification (2FA). Covers the full spectrum from simple notifications to complex IVR systems a...
Twitter Automation
Automate Twitter/X tasks via Rube MCP (Composio): posts, search, users, bookmarks, lists, media. Always search tools first for current schemas.
Typescript Advanced Types
Master TypeScript's advanced type system including generics, conditional types, mapped types, template literals, and utility types for building type-safe applications. Use when implementing complex...
Typescript Expert
>-
Typescript Pro
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Ui Ux Designer
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Ui Ux Pro Max
UI/UX design intelligence. 50 styles, 21 palettes, 50 font pairings, 20 charts, 9 stacks (React, Next.js, Vue, Svelte, SwiftUI, React Native, Flutter, Tailwind, shadcn/ui). Actions: plan, build, cr...
Ui Visual Validator
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ui-a11y
Audit a StyleSeed-based component or page for WCAG 2.2 AA issues and apply practical accessibility fixes where the code makes them safe.
ui-component
Generate a new UI component that follows StyleSeed Toss conventions for structure, tokens, accessibility, and component ergonomics.
ui-page
Scaffold a new mobile-first page using StyleSeed Toss layout patterns, section rhythm, and existing shell components.
ui-pattern
Generate reusable UI patterns such as card sections, grids, lists, forms, and chart wrappers using StyleSeed Toss primitives.
ui-review
Review UI code for StyleSeed design-system compliance, accessibility, mobile ergonomics, spacing discipline, and implementation quality.
ui-setup
Interactive StyleSeed setup wizard for choosing app type, brand color, visual style, typography, and the first screen scaffold.
ui-skills
Opinionated, evolving constraints to guide agents when building interfaces
ui-tokens
List, add, and update StyleSeed design tokens while keeping JSON sources, CSS variables, and dark-mode values in sync.
uncle-bob-craft
Use when performing code review, writing or refactoring code, or discussing architecture; complements clean-code and does not replace project linter/formatter.
uniprot-database
Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workflows with multiple databases, prefer bioservices (unified interface to 40+ services
Unit Testing Test Generate
Generate comprehensive, maintainable unit tests across languages with strong coverage and edge case focus.
Unity Developer
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Unity Ecs Patterns
Master Unity ECS (Entity Component System) with DOTS, Jobs, and Burst for high-performance game development. Use when building data-oriented games, optimizing performance, or working with large ent...
unity-ai-game-creator
Transform raw game ideas into complete Unity projects with AI-powered asset generation, scene blueprints, music/SFX prompts, and step-by-step development procedures using Unity 6+ and modern AI tools.
Unreal Engine Cpp Pro
Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices.
unship
Compare AI agent-made UI variants locally in a real app, then keep one and clean up unused temporary code.
unslop
Post-process AI-generated text through the unslop CLI to strip AI writing patterns before publishing
unsplash-integration
Integration skill for searching and fetching high-quality, free-to-use professional photography from Unsplash.
upgrading-expo
Upgrade Expo SDK versions
Upstash Qstash
Upstash QStash expert for serverless message queues, scheduled jobs, and reliable HTTP-based task delivery without managing infrastructure. Use when: qstash, upstash queue, serverless cron, schedul...
user-thoughts
Persist user decisions and project constraints to mdbase across sessions. Trigger on /user-thoughts or /ustht, or when the user discusses architecture, tech stack, rules, UI/UX, or project memory.
Using Git Worktrees
Use when starting feature work that needs isolation from current workspace or before executing implementation plans - creates isolated git worktrees with smart directory selection and safety verifi...
Using Neon
Guides and best practices for working with Neon Serverless Postgres. Covers getting started, local development with Neon, choosing a connection method, Neon features, authentication (@neondatabase/...
Using Superpowers
Use when starting any conversation - establishes how to find and use skills, requiring Skill tool invocation before ANY response including clarifying questions
Uv Package Manager
Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project workflows. Use when setting up Python projects, managing dependencies, or optimi...
ux-audit
Audit screens against Nielsen's heuristics and mobile UX best practices using the StyleSeed Toss design language as the implementation context.
ux-copy
Generate UX microcopy in StyleSeed's Toss-inspired voice for buttons, empty states, errors, toasts, confirmations, and form guidance.
ux-feedback
Add loading, empty, error, and success feedback states to StyleSeed components and pages with practical mobile-first rules.
ux-flow
Design user flows and screen structure using StyleSeed UX patterns such as progressive disclosure, hub-and-spoke navigation, and information pyramids.
ux-persuasion-engineer
One sentence - what this skill does and when to invoke it
uxui-principles
Evaluate interfaces against 168 research-backed UX/UI principles, detect antipatterns, and inject UX context into AI coding sessions.
variant-analysis
Find similar vulnerabilities and bugs across codebases using pattern-based analysis. Use when hunting bug variants, building CodeQL/Semgrep queries, analyzing security vulnerabilities, or performing s
varlock
Secure-by-default environment variable management for Claude Code sessions.
varlock-claude-skill
Secure environment variable management ensuring secrets are never exposed in Claude sessions, terminals, logs, or git commits
Vector Database Engineer
Expert in vector databases, embedding strategies, and semantic search implementation. Masters Pinecone, Weaviate, Qdrant, Milvus, and pgvector for RAG applications, recommendation systems, and similar
Vector Index Tuning
Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.
Vercel Automation
Automate Vercel tasks via Rube MCP (Composio): manage deployments, domains, DNS, env vars, projects, and teams. Always search tools first for current schemas.
vercel-ai-sdk-expert
Expert in the Vercel AI SDK. Covers Core API (generateText, streamText), UI hooks (useChat, useCompletion), tool calling, and streaming UI components with React and Next.js.
vercel-cli-with-tokens
Deploy and manage projects on Vercel using token-based authentication. Use when working with Vercel CLI using access tokens rather than interactive login — e.g. "deploy to vercel", "set up vercel", "a
vercel-deployment
Expert knowledge for deploying to Vercel with Next.js
vercel-optimize
Audit deployed Vercel apps for cost and performance issues using metrics, project config, code scans, and version-aware recommendations.
vercel-react-view-transitions
Guide React and Next.js view transitions, shared element animations, route transitions, transition types, and reduced-motion-safe UI state animation.
Verification Before Completion
Use when about to claim work is complete, fixed, or passing, before committing or creating PRs - requires running verification commands and confirming output before making any success claims; evide...
vexor
Vector-powered CLI for semantic file search with a Claude/Codex skill
vexor-cli
Semantic file discovery via `vexor`. Use whenever locating where something is implemented/loaded/defined in a medium or large repo, or when the file location is unclear. Prefer this over manual browsi
vibe-code-auditor
Audit rapidly generated or AI-produced code for structural flaws, fragility, and production risks.
vibe-code-cleanup
Safe production cleanup and hardening for vibe-coded fullstack apps (Next.js, React, Node.js, etc.). Removes dead imports, unused files, broken references, and standardizes helpers without breaking ro
vibecode-production-qa-validator
End-to-end production QA, build verification, and launch-readiness checklist for fullstack Next.js apps before going live or shipping a major update. Covers TypeScript, linting, tests, build, SEO tags
vibers-code-review
Human review workflow for AI-generated GitHub projects with spec-based feedback, security review, and follow-up PRs from the Vibers service.
viboscope
Psychological compatibility matching — find cofounders, collaborators, and friends through validated psychometrics
video-content-extractor
Extract key frames from MP4 videos at configurable intervals, run Tesseract OCR, and generate structured Markdown reports with video metadata and timestamped text transcripts.
videodb
Video and audio perception, indexing, and editing. Ingest files/URLs/live streams, build visual/spoken indexes, search with timestamps, edit timelines, add overlays/subtitles, generate media, and crea
videodb-skills
Upload, stream, search, edit, transcribe, and generate AI video and audio using the VideoDB SDK.
Viral Generator Builder
Expert in building shareable generator tools that go viral - name generators, quiz makers, avatar creators, personality tests, and calculator tools. Covers the psychology of sharing, viral mechanic...
visual-emotion-engineer
One sentence - what this skill does and when to invoke it
vizcom
AI-powered product design tool for transforming sketches into full-fidelity 3D renders.
Voice Agents
Voice agents represent the frontier of AI interaction - humans speaking naturally with AI systems. The challenge isn't just speech recognition and synthesis, it's achieving natural conversation flo...
Voice Ai Development
Expert in building voice AI applications - from real-time voice agents to voice-enabled apps. Covers OpenAI Realtime API, Vapi for voice agents, Deepgram for transcription, ElevenLabs for synthesis...
Voice Ai Engine Development
Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support
Vr Ar
VR/AR development principles. Comfort, interaction, performance requirements.
vscode-extension-guide-en
Guide for VS Code extension development from scaffolding to Marketplace publication
Vulnerability Scanner
Advanced vulnerability analysis principles. OWASP 2025, Supply Chain Security, attack surface mapping, risk prioritization.
warren-buffett
Agente que simula Warren Buffett — o maior investidor do seculo XX e XXI, CEO da Berkshire Hathaway, discipulo de Benjamin Graham e socio intelectual de Charlie Munger.
Wcag Audit Patterns
Conduct WCAG 2.2 accessibility audits with automated testing, manual verification, and remediation guidance. Use when auditing websites for accessibility, fixing WCAG violations, or implementing ac...
Web Artifacts Builder
Suite of tools for creating elaborate, multi-component claude.ai HTML artifacts using modern frontend web technologies (React, Tailwind CSS, shadcn/ui). Use for complex artifacts requiring state ma...
Web Design Guidelines
A portable design system (Typography, Spacing, Accessibility). Preventing "ugly" default UI generation by enforcing specific CSS standards.
Web Games
Web browser game development principles. Framework selection, WebGPU, optimization, PWA.
Web Performance Optimization
Optimize website and web application performance including loading speed, Core Web Vitals, bundle size, caching strategies, and runtime performance
Web Security Testing
Web application security testing workflow for OWASP Top 10 vulnerabilities including injection, XSS, authentication flaws, and access control issues.
web-scraper
Web scraping inteligente multi-estrategia. Extrai dados estruturados de paginas web (tabelas, listas, precos). Paginacao, monitoramento e export CSV/JSON.
Web3 Testing
Test smart contracts comprehensively using Hardhat and Foundry with unit tests, integration tests, and mainnet forking. Use when testing Solidity contracts, setting up blockchain test suites, or va...
Webapp Testing
Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functionality, debugging UI behavior, capturing browser screenshots, and viewing browse...
Webflow Automation
Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas.
wechat-official-account-strategist
Grow WeChat Official Accounts (微信公众号) with high-conversion content strategy, title formulas, article architecture, and Mini-Program integration.
weightloss-analyzer
分析减肥数据、计算代谢率、追踪能量缺口、管理减肥阶段
wellally-tech
Integrate multiple digital health data sources, connect to [WellAlly.tech](https://www.wellally.tech/) knowledge base, providing data import and knowledge reference for personal health management syst
Whatsapp Automation
Automate WhatsApp Business tasks via Rube MCP (Composio): send messages, manage templates, upload media, and handle contacts. Always search tools first for current schemas.
whatsapp-cloud-api
Integracao com WhatsApp Business Cloud API (Meta). Mensagens, templates, webhooks HMAC-SHA256, automacao de atendimento. Boilerplates Node.js e Python.
Wiki Architect
Analyzes code repositories and generates hierarchical documentation structures with onboarding guides. Use when the user wants to create a wiki, generate documentation, map a codebase structure, or...
Wiki Changelog
Analyzes git commit history and generates structured changelogs categorized by change type. Use when the user asks about recent changes, wants a changelog, or needs to understand what changed in th...
Wiki Onboarding
Generates two complementary onboarding guides \u2014 a Principal-Level architectural deep-dive and a Zero-to-Hero contributor walkthrough. Use when the user wants onboarding documentation fo...
Wiki Page Writer
Generates rich technical documentation pages with dark-mode Mermaid diagrams, source code citations, and first-principles depth. Use when writing documentation, generating wiki pages, creating tech...
Wiki Qa
Answers questions about a code repository using source file analysis. Use when the user asks a question about how something works, wants to understand a component, or needs help navigating the code...
Wiki Researcher
Conducts multi-turn iterative deep research on specific topics within a codebase with zero tolerance for shallow analysis. Use when the user wants an in-depth investigation, needs to understand how...
Wiki Vitepress
Packages generated wiki Markdown into a VitePress static site with dark theme, dark-mode Mermaid diagrams with click-to-zoom, and production build output. Use when the user wants to create a browsa...
Windows Privilege Escalation
This skill should be used when the user asks to \"escalate privileges on Windows,\" \"find Windows privesc vectors,\" \"enumerate Windows for privilege escalation,\" \"exploit Windows miscon...
windows-shell-reliability
Reliable command execution on Windows: paths, encoding, and common binary pitfalls.
Wireshark Analysis
This skill should be used when the user asks to \"analyze network traffic with Wireshark\", \"capture packets for troubleshooting\", \"filter PCAP files\", \"follow TCP/UDP streams\", \"dete...
Wordpress
Complete WordPress development workflow covering theme development, plugin creation, WooCommerce integration, performance optimization, and security hardening.
Wordpress Penetration Testing
This skill should be used when the user asks to \"pentest WordPress sites\", \"scan WordPress for vulnerabilities\", \"enumerate WordPress users, themes, or plugins\", \"exploit WordPress vu...
Wordpress Plugin Development
WordPress plugin development workflow covering plugin architecture, hooks, admin interfaces, REST API, and security best practices.
Wordpress Theme Development
WordPress theme development workflow covering theme architecture, template hierarchy, custom post types, block editor support, and responsive design.
Wordpress Woocommerce Development
WooCommerce store development workflow covering store setup, payment integration, shipping configuration, and customization.
wordpress-centric-high-seo-optimized-blogwriting-skill
Create long-form, high-quality, SEO-optimized blog posts ready for WordPress with truth boxes and FAQ schema.
Workflow Automation
Workflow automation is the infrastructure that makes AI agents reliable. Without durable execution, a network hiccup during a 10-step payment flow means lost money and angry customers. With it, wor...
Workflow Orchestration Patterns
Design durable workflows with Temporal for distributed systems. Covers workflow vs activity separation, saga patterns, state management, and determinism constraints. Use when building long-running ...
Workflow Patterns
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Wrike Automation
Automate Wrike project management via Rube MCP (Composio): create tasks/folders, manage projects, assign work, and track progress. Always search tools first for current schemas.
Writer
Document creation, format conversion (ODT/DOCX/PDF), mail merge, and automation with LibreOffice Writer.
Writing Plans
Use when you have a spec or requirements for a multi-step task, before touching code
Writing Skills
Use when creating, updating, or improving agent skills.
x-article-publisher-skill
Publish articles to X/Twitter
x-twitter-scraper
X/Twitter automation skill for tweet search, follower export, posting, DMs, webhooks, MCP, SDKs, Hermes Tweet, and TweetClaw.
x402-express-wrapper
Wrapper oficial de M2MCent (Node.js) para inyectar muros de pago x402 en APIs o servidores Model Context Protocol (MCP). Usar al construir nuevos servicios que requieran monetización máquina a máquina
xiaohongshu-content-strategist
Create viral Xiaohongshu (小红书) content with platform-native strategy, save-rate optimization, trending formats, and search SEO for China's #1 lifestyle platform.
Xlsx Official
Comprehensive spreadsheet creation, editing, and analysis with support for formulas, formatting, data analysis, and visualization. When Claude needs to work with spreadsheets (.xlsx, .xlsm, .csv, ....
Xss Html Injection
This skill should be used when the user asks to \"test for XSS vulnerabilities\", \"perform cross-site scripting attacks\", \"identify HTML injection flaws\", \"exploit client-side injection...
xvary-stock-research
Thesis-driven equity analysis from public SEC EDGAR and market data; /analyze, /score, /compare workflows with bundled Python tools (Claude Code, Cursor, Codex).
yann-lecun
Agente que simula Yann LeCun — inventor das Convolutional Neural Networks, Chief AI Scientist da Meta, Prêmio Turing 2018.
yann-lecun-debate
Sub-skill de debates e posições de Yann LeCun. Cobre críticas técnicas detalhadas aos LLMs, rivalidades intelectuais (LeCun vs Hinton, Sutskever, Russell, Yudkowsky, Bostrom), lista completa de rejeiç
yann-lecun-filosofia
Sub-skill filosófica e pedagógica de Yann LeCun.
yann-lecun-tecnico
Sub-skill técnica de Yann LeCun. Cobre CNNs, LeNet, backpropagation, JEPA (I-JEPA, V-JEPA, MC-JEPA), AMI (Advanced Machinery of Intelligence), Self-Supervised Learning (SimCLR, MAE, BYOL), Energy-Base
yes-md
6-layer AI governance: safety gates, evidence-based debugging, anti-slack detection, and machine-enforced hooks. Makes AI safe, thorough, and honest.
yield-intelligence
Passive income portfolio analysis — activate when user asks about dividend yields, Treasury rates, REIT income, monthly passive income goals, or portfolio yield optimization. Scans 4 asset classes, ra
Youtube Automation
Automate YouTube tasks via Rube MCP (Composio): upload videos, manage playlists, search content, get analytics, and handle comments. Always search tools first for current schemas.
Youtube Summarizer
Extract transcripts from YouTube videos and generate comprehensive, detailed summaries using intelligent analysis frameworks
youtube-full
Fetch YouTube transcripts, search videos, browse channels, and extract playlists via TranscriptAPI — no yt-dlp, no Google API key, works from any cloud server.
Zapier Make Patterns
No-code automation democratizes workflow building. Zapier and Make (formerly Integromat) let non-developers automate business processes without writing code. But no-code doesn't mean no-complexity ...
Zendesk Automation
Automate Zendesk tasks via Rube MCP (Composio): tickets, users, organizations, replies. Always search tools first for current schemas.
zeroize-audit
Detects missing zeroization of sensitive data in source code and identifies zeroization removed by compiler optimizations, with assembly-level analysis, and control-flow verification. Use for auditing
zipai-optimizer
Adaptive token optimizer: intelligent filtering, surgical output, ambiguity-first, context-window-aware, VCS-aware, MCP-aware.
zod-validation-expert
Expert in Zod — TypeScript-first schema validation. Covers parsing, custom errors, refinements, type inference, and integration with React Hook Form, Next.js, and tRPC.
Zoho Crm Automation
Automate Zoho CRM tasks via Rube MCP (Composio): create/update records, search contacts, manage leads, and convert leads. Always search tools first for current schemas.
Zoom Automation
Automate Zoom meeting creation, management, recordings, webinars, and participant tracking via Rube MCP (Composio). Always search tools first for current schemas.
Zustand Store Ts
Create Zustand stores with TypeScript, subscribeWithSelector middleware, and proper state/action separation. Use when building React state management, creating global stores, or implementing reacti...
.NET Self-Learning Architect
Senior .NET architect for complex delivery: designs .NET 6+ systems, decides between parallel subagents and orchestrated team execution, documents lessons learned, and captures durable project memory
A11Y
Comprehensive web accessibility standards based on WCAG 2.2 AA, with 38+ anti-patterns, legal enforcement context (EAA, ADA Title II), WAI-ARIA patterns, and framework-specific fixes for modern web fr
Accessibility Expert
Expert assistant for web accessibility (WCAG 2.1/2.2), inclusive UX, and a11y testing
Accessibility Runtime Tester
Runtime accessibility specialist for keyboard flows, focus management, dialog behavior, form errors, and evidence-backed WCAG validation in the browser.
Acquire-Codebase-Knowledge
Use this skill when the user explicitly asks to map, document, or onboard into an existing codebase. Trigger for prompts like "map this codebase", "document this architecture", "onboard me to this rep
Acreadiness-Assess
Run the AgentRC readiness assessment on the current repository and produce a static HTML dashboard at reports/index.html. Wraps `npx github:microsoft/agentrc readiness` and hands off rendering to the
Acreadiness-Generate-Instructions
Generate tailored AI agent instruction files via AgentRC instructions command. Produces .github/copilot-instructions.md (default, recommended for Copilot in VS Code) plus optional per-area .instructio
Acreadiness-Policy
Help the user pick, write, or apply an AgentRC policy. Policies customise readiness scoring by disabling irrelevant checks, overriding impact/level, setting pass-rate thresholds, or chaining org basel
Add-Educational-Comments
Add educational comments to the file specified, or prompt asking for file to comment if one is not provided.
Adobe-Illustrator-Scripting
Write, debug, and optimize Adobe Illustrator automation scripts using ExtendScript (JavaScript/JSX). Use when creating or modifying scripts that manipulate documents, layers, paths, text frames, color
ADR Generator
Expert agent for creating comprehensive Architectural Decision Records (ADRs) with structured formatting optimized for AI consumption and human readability.
AEM Front-End Specialist
Expert assistant for developing AEM components using HTL, Tailwind CSS, and Figma-to-code workflows with design system integration
Agent Governance Reviewer
AI agent governance expert that reviews code for safety issues, missing governance controls, and helps implement policy enforcement, trust scoring, and audit trails in agent systems.
Agent-Governance
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Agent-Owasp-Compliance
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Agent-Safety
Guidelines for building safe, governed AI agent systems. Apply when writing code that uses agent frameworks, tool-calling LLMs, or multi-agent orchestration to ensure proper safety boundaries, policy
Agent-Skills
Guidelines for creating high-quality Agent Skills for GitHub Copilot
Agent-Supply-Chain
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Agentic-Eval
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Agents
Guidelines for creating custom agent files for GitHub Copilot
Ai-Prompt-Engineering-Safety-Best-Practices
Comprehensive best practices for AI prompt engineering, safety frameworks, bias mitigation, and responsible AI usage for Copilot and LLMs.
Ai-Prompt-Engineering-Safety-Review
Comprehensive AI prompt engineering safety review and improvement prompt. Analyzes prompts for safety, bias, security vulnerabilities, and effectiveness while providing detailed improvement recommenda
Ai-Readiness-Reporter
Runs the AgentRC readiness assessment on the current repository and produces a self-contained, static HTML dashboard at reports/index.html. Explains every readiness pillar, the maturity level, and an
Ai-Ready
Make any repo AI-ready — analyzes your codebase and generates AGENTS.md, copilot-instructions.md, CI workflows, issue templates, and more. Mines your PR review patterns and creates files customized to
Ai-Team-Dev
AI development team agent (Nova, Sage, Milo). Use when: building features, writing application code, fixing bugs, implementing UI components, creating APIs, styling with CSS, writing database queries,
Ai-Team-Orchestration
Bootstrap and run a multi-agent AI development team. Use when: starting a new software project with AI agents, setting up parallel dev/QA teams, creating sprint plans, writing brainstorm prompts with
Ai-Team-Producer
AI team producer agent (Remy). Use when: planning sprints, creating PROJECT_BRIEF.md, triaging bugs, merging PRs, coordinating between dev and QA teams, filing GitHub Issues, writing sprint plans, run
Ai-Team-Qa
AI QA engineer agent (Ivy). Use when: testing features, running E2E tests, playtesting, filing bug reports, writing test automation, creating QA sign-off documents, or verifying bug fixes. Reports bug
Amplitude Experiment Implementation
This custom agent uses Amplitude's MCP tools to deploy new experiments inside of Amplitude, enabling seamless variant testing capabilities and rollout of product features.
Ansible
Ansible conventions and best practices
Apex
Guidelines and best practices for Apex development on the Salesforce Platform
API Architect
Your role is that of an API architect. Help mentor the engineer by providing guidance, support, and working code.
Apify-Integration-Expert
Expert agent for integrating Apify Actors into codebases. Handles Actor selection, workflow design, implementation across JavaScript/TypeScript and Python, testing, and production-ready deployment.
Appinsights-Instrumentation
Instrument a webapp to send useful telemetry data to Azure App Insights
Apple-Appstore-Reviewer
Serves as a reviewer of the codebase with instructions on looking for Apple App Store optimizations or rejection reasons.
Arch Linux Expert
Arch Linux specialist focused on pacman, rolling-release maintenance, and Arch-centric system administration workflows.
Arch-Linux
Guidance for Arch Linux administration, pacman workflows, and rolling-release best practices.
Arch-Linux-Triage
Triage and resolve Arch Linux issues with pacman, systemd, and rolling-release best practices.
Architecture-Blueprint-Generator
Comprehensive project architecture blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks and architectural patterns, gener
Arduino-Azure-Iot-Edge-Integration
Design and implement Arduino integration with Azure IoT Hub and IoT Edge, including secure provisioning, resilient telemetry, command handling, and production guardrails.
Arize-Ai-Provider-Integration
Creates, reads, updates, and deletes Arize AI integrations that store LLM provider credentials used by evaluators and other Arize features. Supports any LLM provider (e.g. OpenAI, Anthropic, Azure Ope
Arize-Annotation
Creates and manages annotation configs (categorical, continuous, freeform label schemas) and annotation queues (human review workflows) on Arize. Applies human annotations to project spans via the Pyt
Arize-Dataset
Creates, manages, and queries Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation using the ax CLI. Use when the user needs test data,
Arize-Evaluator
Handles LLM-as-judge evaluation workflows on Arize including creating/updating evaluators, running evaluations on spans or experiments, managing tasks, trigger-run operations, column mapping, and cont
Arize-Experiment
Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance. Covers experiment CRUD, exporting runs, comparing results, and evaluation workflows using the ax CLI. Use
Arize-Instrumentation
Adds Arize AX tracing to an LLM application for the first time. Follows a two-phase agent-assisted flow to analyze the codebase then implement instrumentation after user confirmation. Use when the use
Arize-Link
Generates deep links to the Arize UI for traces, spans, sessions, datasets, labeling queues, evaluators, and annotation configs. Produces clickable URLs for sharing Arize resources with team members.
Arize-Prompt-Optimization
Optimizes, improves, and debugs LLM prompts using production trace data, evaluations, and annotations. Extracts prompts from spans, gathers performance signal, and runs a data-driven optimization loop
Arize-Trace
Downloads, exports, and inspects existing Arize traces and spans to understand what an LLM app is doing or debug runtime issues. Covers exporting traces by ID, spans by ID, sessions by ID, and root-ca
Arm-Migration-Agent
Arm Cloud Migration Assistant accelerates moving x86 workloads to Arm infrastructure. It scans the repository for architecture assumptions, portability issues, container base image and dependency inco
Aspire
Aspire skill covering the Aspire CLI, AppHost orchestration, service discovery, integrations, MCP server, VS Code extension, Dev Containers, GitHub Codespaces, templates, dashboard, and deployment. Us
Aspnet-Minimal-Api-Openapi
Create ASP.NET Minimal API endpoints with proper OpenAPI documentation
Aspnet-Rest-Apis
Guidelines for building REST APIs with ASP.NET
Atlassian Requirements to Jira
Transform requirements documents into structured Jira epics and user stories with intelligent duplicate detection, change management, and user-approved creation workflow.
Audit-Integrity
Shared audit integrity framework for all AppSec agents — enforces output quality, intellectual honesty, and continuous improvement through anti-rationalization guards, self-critique loops, retry proto
Automate-This
Analyze a screen recording of a manual process and produce targeted, working automation scripts. Extracts frames and audio narration from video files, reconstructs the step-by-step workflow, and propo
Autoresearch
Autonomous iterative experimentation loop for any programming task. Guides the user through defining goals, measurable metrics, and scope constraints, then runs an autonomous loop of code changes, tes
AVM Owner Triage
Triage open GitHub issues across the Azure Verified Modules (AVM) repos an owner maintains. Splits the backlog into a Copilot-delegatable pile and a human pile, produces a report with a delegation rat
AWS CloudWatch Investigation
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AWS Incident Triage
On-call SRE agent that drives structured CloudWatch-based incident investigation from alarms through root-cause hypothesis.
Aws-Appsync
Production-grade guidance for AWS AppSync Event API handlers using APPSYNC_JS runtime restrictions, utilities, modules, and datasource patterns
Aws-Cdk-Python-Setup
Setup and initialization guide for developing AWS CDK (Cloud Development Kit) applications in Python. This skill enables users to configure environment prerequisites, create new CDK projects, manage d
Aws-Cloud-Expert
AWS Cloud Expert provides deep, hands-on guidance for designing, building, and operating AWS workloads. Covers the full AWS ecosystem — serverless, containers, databases, networking, IaC, security, an
Aws-Cost-Optimize
Analyze AWS resources used in the app (IaC files and/or resources in a target account/region) and optimize costs - creating GitHub issues for identified optimizations.
Aws-Principal-Architect
Provide expert AWS Principal Architect guidance using AWS Well-Architected Framework principles and AWS best practices.
Aws-Resource-Health-Diagnose
Analyze AWS resource health, diagnose issues from CloudWatch logs and metrics, and create a remediation plan for identified problems.
Aws-Resource-Query
Query AWS resources using natural language. Covers EC2, S3, RDS, Lambda, ECS, EKS, Secrets Manager, IAM, VPC, networking, messaging, and more. Strictly read-only — no writes, deletes, or mutations.
Aws-Serverless-Architect
Provide expert AWS Serverless Architect guidance focusing on event-driven architectures, Lambda, API Gateway, and serverless best practices.
Aws-Well-Architected-Review
Perform an AWS Well-Architected Framework review of the current workload IaC and architecture, generating findings and GitHub issues for improvements.
Az-Cost-Optimize
Analyze Azure resources used in the app (IaC files and/or resources in a target rg) and optimize costs - creating GitHub issues for identified optimizations.
Azure AVM Bicep mode
Create, update, or review Azure IaC in Bicep using Azure Verified Modules (AVM).
Azure AVM Terraform mode
Create, update, or review Azure IaC in Terraform using Azure Verified Modules (AVM).
Azure Logic Apps Expert Mode
Expert guidance for Azure Logic Apps development focusing on workflow design, integration patterns, and JSON-based Workflow Definition Language.
Azure Policy Analyzer
Analyze Azure Policy compliance posture (NIST SP 800-53, MCSB, CIS, ISO 27001, PCI DSS, SOC 2), auto-discover scope, and return a structured single-pass risk report with evidence and remediation comma
Azure Principal Architect mode instructions
Provide expert Azure Principal Architect guidance using Azure Well-Architected Framework principles and Microsoft best practices.
Azure SaaS Architect mode instructions
Provide expert Azure SaaS Architect guidance focusing on multitenant applications using Azure Well-Architected SaaS principles and Microsoft best practices.
Azure Smart City IoT Architect
Design Azure IoT and Smart City architectures with clear platform engineering reasoning, requiring mandatory review of Azure IoT Edge documentation before recommending edge solutions.
Azure Terraform IaC Implementation Specialist
Act as an Azure Terraform Infrastructure as Code coding specialist that creates and reviews Terraform for Azure resources.
Azure Terraform Infrastructure Planning
Act as implementation planner for your Azure Terraform Infrastructure as Code task.
Azure-Architecture-Autopilot
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Azure-Deployment-Preflight
Performs comprehensive preflight validation of Bicep deployments to Azure, including template syntax validation, what-if analysis, and permission checks. Use this skill before any deployment to Azure
Azure-Devops-Cli
Manage Azure DevOps resources via CLI including projects, repos, pipelines, builds, pull requests, work items, artifacts, and service endpoints. Use when working with Azure DevOps, az commands, devops
Azure-Devops-Pipelines
Best practices for Azure DevOps Pipeline YAML files
Azure-Durable-Functions-Csharp
Guidelines and best practices for building Azure Durable Functions in C# using the isolated worker model
Azure-Functions-Csharp
Guidelines and best practices for building Azure Functions in C# using the isolated worker model
Azure-Functions-Typescript
TypeScript patterns for Azure Functions
Azure-Iac-Exporter
Export existing Azure resources to Infrastructure as Code templates via Azure Resource Graph analysis, Azure Resource Manager API calls, and azure-iac-generator integration. Use this skill when the us
Azure-Iac-Generator
Central hub for generating Infrastructure as Code (Bicep, ARM, Terraform, Pulumi) with format-specific validation and best practices. Use this skill when the user asks to generate, create, write, or b
Azure-Iot-Edge-Architecture
Require Azure IoT Edge documentation review before proposing edge IoT architectures or Azure implementation guidance.
Azure-Logic-Apps-Power-Automate
Guidelines for developing Azure Logic Apps and Power Automate workflows with best practices for Workflow Definition Language (WDL), integration patterns, and enterprise automation
Azure-Naming
Azure resource naming conventions based on Microsoft CAF (Cloud Adoption Framework). Use when creating, reviewing, or suggesting names for Azure resources.
Azure-Pricing
Fetches real-time Azure retail pricing using the Azure Retail Prices API (prices.azure.com) and estimates Copilot Studio agent credit consumption. Use when the user asks about the cost of any Azure se
Azure-Resource-Health-Diagnose
Analyze Azure resource health, diagnose issues from logs and telemetry, and create a remediation plan for identified problems.
Azure-Resource-Visualizer
Analyze Azure resource groups and generate detailed Mermaid architecture diagrams showing the relationships between individual resources. Use this skill when the user asks for a diagram of their Azure
Azure-Role-Selector
When user is asking for guidance for which role to assign to an identity given desired permissions, this agent helps them understand the role that will meet the requirements with least privilege acces
Azure-Smart-City-Iot-Solution-Builder
Design and plan end-to-end Azure IoT and Smart City solutions: requirements, architecture, security, operations, cost, and a phased delivery plan with concrete implementation artifacts.
Azure-Static-Web-Apps
Helps create, configure, and deploy Azure Static Web Apps using the SWA CLI. Use when deploying static sites to Azure, setting up SWA local development, configuring staticwebapp.config.json, adding Az
Batch-Files
Expert-level Windows batch file (.bat/.cmd) skill for writing, debugging, and maintaining CMD scripts. Use when asked to "create a batch file", "write a .bat script", "automate a Windows task", "CMD s
Bicep Planning
Act as implementation planner for your Azure Bicep Infrastructure as Code task.
Bicep Specialist
Act as an Azure Bicep Infrastructure as Code coding specialist that creates Bicep templates.
Bicep-Code-Best-Practices
Infrastructure as Code with Bicep
Bigquery-Pipeline-Audit
Audits Python + BigQuery pipelines for cost safety, idempotency, and production readiness. Returns a structured report with exact patch locations.
Blazor
Blazor component and application patterns
Blueprint Mode
Executes structured workflows (Debug, Express, Main, Loop) with strict correctness and maintainability. Enforces an improved tool usage policy, never assumes facts, prioritizes reproducible solutions,
Boost-Prompt
Interactive prompt refinement workflow: interrogates scope, deliverables, constraints; copies final markdown to clipboard; never writes code. Requires the Joyride extension.
Brag-Sheet
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Breakdown-Epic-Arch
Prompt for creating the high-level technical architecture for an Epic, based on a Product Requirements Document.
Breakdown-Epic-Pm
Prompt for creating an Epic Product Requirements Document (PRD) for a new epic. This PRD will be used as input for generating a technical architecture specification.
Breakdown-Feature-Implementation
Prompt for creating detailed feature implementation plans, following Epoch monorepo structure.
Breakdown-Feature-Prd
Prompt for creating Product Requirements Documents (PRDs) for new features, based on an Epic.
Breakdown-Plan
Issue Planning and Automation prompt that generates comprehensive project plans with Epic > Feature > Story/Enabler > Test hierarchy, dependencies, priorities, and automated tracking.
Breakdown-Test
Test Planning and Quality Assurance prompt that generates comprehensive test strategies, task breakdowns, and quality validation plans for GitHub projects.
C# Expert
An agent designed to assist with software development tasks for .NET projects.
C# MCP Server Expert
Expert assistant for developing Model Context Protocol (MCP) servers in C#
C#/.NET Janitor
Perform janitorial tasks on C#/.NET code including cleanup, modernization, and tech debt remediation.
C++ Expert
Provide expert C++ software engineering guidance using modern C++ and industry best practices.
CAST Imaging Impact Analysis Agent
Specialized agent for comprehensive change impact assessment and risk analysis in software systems using CAST Imaging
CAST Imaging Software Discovery Agent
Specialized agent for comprehensive software application discovery and architectural mapping through static code analysis using CAST Imaging
CAST Imaging Structural Quality Advisor Agent
Specialized agent for identifying, analyzing, and providing remediation guidance for code quality issues using CAST Imaging
Caveman Mode
Terse, low-token responses. Minimal words, no fluff. Full capabilities preserved. Use when: optimize token usage, low-token mode, concise output, caveman mode, reduce verbosity, token-efficient, brief
CentOS Linux Expert
CentOS (Stream/Legacy) Linux specialist focused on RHEL-compatible administration, yum/dnf workflows, and enterprise hardening.
Centos-Linux
Guidance for CentOS administration, RHEL-compatible tooling, and SELinux-aware operations.
Centos-Linux-Triage
Triage and resolve CentOS issues using RHEL-compatible tooling, SELinux-aware practices, and firewalld.
Chrome-Devtools
Expert-level browser automation, debugging, and performance analysis using Chrome DevTools MCP. Use for interacting with web pages, capturing screenshots, analyzing network traffic, and profiling perf
Cli-Mastery
Interactive training for the GitHub Copilot CLI. Guided lessons, quizzes, scenario challenges, and a full reference covering slash commands, shortcuts, modes, agents, skills, MCP, and configuration. S
Clojure
Clojure-specific coding patterns, inline def usage, code block templates, and namespace handling for Clojure development.
Clojure Interactive Programming
Expert Clojure pair programmer with REPL-first methodology, architectural oversight, and interactive problem-solving. Enforces quality standards, prevents workarounds, and develops solutions increment
Cloud-Design-Patterns
Cloud design patterns for distributed systems architecture covering 42 industry-standard patterns across reliability, performance, messaging, security, and deployment categories. Use when designing, r
Cmake-Vcpkg
C++ project configuration and package management
Code-Exemplars-Blueprint-Generator
Technology-agnostic prompt generator that creates customizable AI prompts for scanning codebases and identifying high-quality code exemplars. Supports multiple programming languages (.NET, Java, JavaS
Code-Review-Generic
Generic code review instructions that can be customized for any project using GitHub Copilot
Code-Tour
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Codeql
Comprehensive guide for setting up and configuring CodeQL code scanning via GitHub Actions workflows and the CodeQL CLI. This skill should be used when users need help with code scanning configuration
Codexer
Advanced Python research assistant with Context 7 MCP integration, focusing on speed, reliability, and 10+ years of software development expertise
Coldfusion-Cfc
ColdFusion Coding Standards for CFC component and application patterns
Coldfusion-Cfm
ColdFusion cfm files and application patterns
Comet Opik
Unified Comet Opik agent for instrumenting LLM apps, managing prompts/projects, auditing prompts, and investigating traces/metrics via the latest Opik MCP server.
Comment-Code-Generate-A-Tutorial
Transform this Python script into a polished, beginner-friendly project by refactoring the code, adding clear instructional comments, and generating a complete markdown tutorial.
Commit-Message-Storyteller
Analyzes git diffs or staged changes and generates narrative commit messages that explain WHY a change was made, not just what changed — following Conventional Commits format. Use when asked to "write
Containerization-Docker-Best-Practices
Comprehensive best practices for creating optimized, secure, and efficient Docker images and managing containers. Covers multi-stage builds, image layer optimization, security scanning, and runtime be
Containerize-Aspnet-Framework
Containerize an ASP.NET .NET Framework project by creating Dockerfile and .dockerfile files customized for the project.
Containerize-Aspnetcore
Containerize an ASP.NET Core project by creating Dockerfile and .dockerfile files customized for the project.
Content-Management-Systems
Workflow for building and modifying content management systems across WordPress, Shopify, Wix, Squarespace, Drupal, WooCommerce, Joomla, HubSpot CMS Hub, Webflow, Adobe Experience Manager, and similar
Context Architect
An agent that helps plan and execute multi-file changes by identifying relevant context and dependencies
Context-Engineering
Guidelines for structuring code and projects to maximize GitHub Copilot effectiveness through better context management
Context-Map
Generate a map of all files relevant to a task before making changes
Context7-Expert
Expert in latest library versions, best practices, and correct syntax using up-to-date documentation
Conventional-Branch
Create Git branches following the Conventional Branch specification (feature/, bugfix/, hotfix/, release/, chore/). Use when creating a new branch, naming a branch, or checking whether a branch name c
Conventional-Commit
Prompt and workflow for generating conventional commit messages using a structured XML format. Guides users to create standardized, descriptive commit messages in line with the Conventional Commits sp
Convert-Cassandra-To-Spring-Data-Cosmos
Step-by-step guide for converting Spring Boot Cassandra applications to use Azure Cosmos DB with Spring Data Cosmos
Convert-Jpa-To-Spring-Data-Cosmos
Step-by-step guide for converting Spring Boot JPA applications to use Azure Cosmos DB with Spring Data Cosmos
Convert-Plaintext-To-Md
Convert a text-based document to markdown following instructions from prompt, or if a documented option is passed, follow the instructions for that option.
Copilot-Cli-Quickstart
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Copilot-Instructions-Blueprint-Generator
Technology-agnostic blueprint generator for creating comprehensive copilot-instructions.md files that guide GitHub Copilot to produce code consistent with project standards, architecture patterns, and
Copilot-Spaces
Use Copilot Spaces to provide project-specific context to conversations. Use this skill when users mention a "Copilot space", want to load context from a shared knowledge base, discover available spac
Copilot-Thought-Logging
See process Copilot is following where you can edit this to reshape the interaction or save when follow up may be needed
Copilot-Usage-Metrics
Retrieve and display GitHub Copilot usage metrics for organizations and enterprises using the GitHub CLI and REST API.
Cosmosdb-Datamodeling
Step-by-step guide for capturing key application requirements for NoSQL use-case and produce Azure Cosmos DB Data NoSQL Model design using best practices and common patterns, artifacts_produced: "cosm
Cpp-Language-Service-Tools
You are an expert at using C++ language service tools (GetSymbolReferences_CppTools, GetSymbolInfo_CppTools, GetSymbolCallHierarchy_CppTools). Instructions for calling C++ Tools for Copilot. When work
Create-Agentsmd
Prompt for generating an AGENTS.md file for a repository
Create-Architectural-Decision-Record
Create an Architectural Decision Record (ADR) document for AI-optimized decision documentation.
Create-Github-Action-Workflow-Specification
Create a formal specification for an existing GitHub Actions CI/CD workflow, optimized for AI consumption and workflow maintenance.
Create-Github-Issue-Feature-From-Specification
Create GitHub Issue for feature request from specification file using feature_request.yml template.
Create-Github-Issues-Feature-From-Implementation-Plan
Create GitHub Issues from implementation plan phases using feature_request.yml or chore_request.yml templates.
Create-Github-Issues-For-Unmet-Specification-Requirements
Create GitHub Issues for unimplemented requirements from specification files using feature_request.yml template.
Create-Implementation-Plan
Create a new implementation plan file for new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.
Create-Llms
Create an llms.txt file from scratch based on repository structure following the llms.txt specification at https://llmstxt.org/
Create-Readme
Create a README.md file for the project
Create-Specification
Create a new specification file for the solution, optimized for Generative AI consumption.
Create-Spring-Boot-Java-Project
Create Spring Boot Java Project Skeleton
Create-Spring-Boot-Kotlin-Project
Create Spring Boot Kotlin Project Skeleton
Create-Technical-Spike
Create time-boxed technical spike documents for researching and resolving critical development decisions before implementation.
Create-Tldr-Page
Create a tldr page from documentation URLs and command examples, requiring both URL and command name.
Creating-Oracle-To-Postgres-Master-Migration-Plan
Discovers all projects in a .NET solution, classifies each for Oracle-to-PostgreSQL migration eligibility, and produces a persistent master migration plan. Use when starting a multi-project Oracle-to-
Creating-Oracle-To-Postgres-Migration-Bug-Report
Creates structured bug reports for defects found during Oracle-to-PostgreSQL migration. Use when documenting behavioral differences between Oracle and PostgreSQL as actionable bug reports with severit
Creating-Oracle-To-Postgres-Migration-Integration-Tests
Creates integration test cases for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Generates DB-agnostic xUnit tests with deterministic seed data that validate behavior con
Critical thinking mode instructions
Challenge assumptions and encourage critical thinking to ensure the best possible solution and outcomes.
Csharp
Guidelines for building C# applications
Csharp-Async
Get best practices for C# async programming
Csharp-Docs
Ensure that C# types are documented with XML comments and follow best practices for documentation.
Csharp-Ja
C# アプリケーション構築指針 by @tsubakimoto
Csharp-Ko
C# 애플리케이션 개발을 위한 코드 작성 규칙 by @jgkim999
Csharp-Mcp-Server
Instructions for building Model Context Protocol (MCP) servers using the C# SDK
Csharp-Mstest
Get best practices for MSTest 3.x/4.x unit testing, including modern assertion APIs and data-driven tests
Csharp-Nunit
Get best practices for NUnit unit testing, including data-driven tests
Csharp-Razorpages
Razor Pages component and application patterns
Csharp-Tunit
Get best practices for TUnit unit testing, including data-driven tests
Csharp-Xunit
Get best practices for XUnit unit testing, including data-driven tests
Custom Agent Foundry
Expert at designing and creating VS Code custom agents with optimal configurations
Daily-Prep
Prepare for tomorrow''s meetings and tasks. Pulls calendar from Outlook via WorkIQ, cross-references open tasks and workspace context, classifies meetings, detects conflicts and day-fit issues, finds
Dart-N-Flutter
Instructions for writing Dart and Flutter code following the official recommendations.
Data-Breach-Blast-Radius
Pre-breach impact analysis: inventories sensitive data (PII, PHI, PCI-DSS, credentials), traces data flows, scores exposure vectors, and produces a regulatory blast radius report with fine ranges sour
Datanalysis-Credit-Risk
Credit risk data cleaning and variable screening pipeline for pre-loan modeling. Use when working with raw credit data that needs quality assessment, missing value analysis, or variable selection bef
Dataverse-Python
# Dataverse SDK for Python — Getting Started - Install the Dataverse Python SDK and prerequisites. - Configure environment variables for Dataverse tenant, client ID, secret, and resource URL. - Use t
Dataverse-Python-Advanced-Features
# Dataverse SDK for Python - Advanced Features Guide ## Overview Comprehensive guide to advanced Dataverse SDK features including enums, complex filtering, SQL queries, metadata operations, and produ
Dataverse-Python-Advanced-Patterns
Generate production code for Dataverse SDK using advanced patterns, error handling, and optimization techniques.
Dataverse-Python-Agentic-Workflows
# Dataverse SDK for Python - Agentic Workflows Guide ## ⚠️ PREVIEW FEATURE NOTICE **Status**: This feature is in **Public Preview** as of December 2025 **Availability**: General Availability (GA)
Dataverse-Python-Api-Reference
# Dataverse SDK for Python — API Reference Guide ## DataverseClient Class Main client for interacting with Dataverse. Initialize with base URL and Azure credentials. ### Key Methods #### create(tab
Dataverse-Python-Authentication-Security
# Dataverse SDK for Python — Authentication & Security Patterns Based on official Microsoft Azure SDK authentication documentation and Dataverse SDK best practices. ## 1. Authentication Overview Th
Dataverse-Python-Best-Practices
# Dataverse SDK for Python - Best Practices Guide ## Overview Production-ready patterns and best practices extracted from Microsoft's official PowerPlatform-DataverseClient-Python repository, example
Dataverse-Python-Error-Handling
# Dataverse SDK for Python — Error Handling & Troubleshooting Guide Based on official Microsoft documentation for Azure SDK error handling patterns and Dataverse SDK specifics. ## 1. DataverseError
Dataverse-Python-File-Operations
# Dataverse SDK for Python - File Operations & Practical Examples ## Overview Complete guide to file upload operations, chunking strategies, and practical real-world examples using the PowerPlatform-
Dataverse-Python-Modules
# Dataverse SDK for Python — Complete Module Reference ## Package Hierarchy ``` PowerPlatform.Dataverse ├── client │ └── DataverseClient ├── core │ ├── config (DataverseConfig) │ └── errors (D
Dataverse-Python-Pandas-Integration
# Dataverse SDK for Python - Pandas Integration Guide ## Overview Guide to integrating the Dataverse SDK for Python with pandas DataFrames for data science and analysis workflows. The SDK's JSON resp
Dataverse-Python-Performance-Optimization
# Dataverse SDK for Python — Performance & Optimization Guide Based on official Microsoft Dataverse and Azure SDK performance guidance. ## 1. Performance Overview The Dataverse SDK for Python is op
Dataverse-Python-Production-Code
Generate production-ready Python code using Dataverse SDK with error handling, optimization, and best practices
Dataverse-Python-Quickstart
Generate Python SDK setup + CRUD + bulk + paging snippets using official patterns.
Dataverse-Python-Real-World-Usecases
# Dataverse SDK for Python — Real-World Use Cases & Templates Based on official Dataverse data migration and integration patterns. ## 1. Data Migration from Legacy Systems ### Migration Architectur
Dataverse-Python-Sdk
# Dataverse SDK for Python — Official Quickstart This instruction summarizes Microsoft Learn guidance for the Dataverse SDK for Python (preview) and provides copyable snippets. ## Prerequisites - Da
Dataverse-Python-Testing-Debugging
# Dataverse SDK for Python — Testing & Debugging Strategies Based on official Azure Functions and pytest testing patterns. ## 1. Testing Overview ### Testing Pyramid for Dataverse SDK ```
Dataverse-Python-Usecase-Builder
Generate complete solutions for specific Dataverse SDK use cases with architecture recommendations
Debian Linux Expert
Debian Linux specialist focused on stable system administration, apt-based package management, and Debian policy-aligned practices.
Debian-Linux
Guidance for Debian-based Linux administration, apt workflows, and Debian policy conventions.
Debian-Linux-Triage
Triage and resolve Debian Linux issues with apt, systemd, and AppArmor-aware guidance.
Debug Mode Instructions
Debug your application to find and fix a bug
Declarative Agents Architect
You are a world-class Microsoft 365 Declarative Agent Architect with deep expertise in the complete development lifecycle of Microsoft 365 Copilot declarative agents. You specialize in the latest v1.5
Declarative-Agents
Complete development kit for Microsoft 365 Copilot declarative agents with three comprehensive workflows (basic, advanced, validation), TypeSpec support, and Microsoft 365 Agents Toolkit integration
Declarative-Agents-Microsoft365
Comprehensive development guidelines for Microsoft 365 Copilot declarative agents with schema v1.5, TypeSpec integration, and Microsoft 365 Agents Toolkit workflows
Defender Scout KQL
Generates, validates, and optimizes KQL queries for Microsoft Defender XDR Advanced Hunting across Endpoint, Identity, Office 365, Cloud Apps, and Identity.
Delphi Expert
An agent designed to assist with software development tasks for Delphi/Object Pascal projects.
Demonstrate Understanding mode instructions
Validate user understanding of code, design patterns, and implementation details through guided questioning.
Dependabot
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Devbox-Image-Definition
Authoring recommendations for creating YAML based image definition files for use with Microsoft Dev Box Team Customizations
Devils Advocate
I play the devil's advocate to challenge and stress-test your ideas by finding flaws, risks, and edge cases
DevOps Expert
DevOps specialist following the infinity loop principle (Plan → Code → Build → Test → Release → Deploy → Operate → Monitor) with focus on automation, collaboration, and continuous improvement
Devops-Core-Principles
Foundational instructions covering core DevOps principles, culture (CALMS), and key metrics (DORA) to guide GitHub Copilot in understanding and promoting effective software delivery.
Devops-Rollout-Plan
Generate comprehensive rollout plans with preflight checks, step-by-step deployment, verification signals, rollback procedures, and communication plans for infrastructure and application changes
DevTools Regression Investigator
Browser regression specialist for reproducing broken user flows, collecting console and network evidence, and narrowing likely root causes with Chrome DevTools MCP.
Diagnose
Perform a systematic diagnostic scan of an AI workflow across 5 quality dimensions — prompt quality, context efficiency, tool health, architecture fitness, and safety — producing a scored report with
DiffblueCover
Expert agent for creating unit tests for java applications using Diffblue Cover.
Documentation-Writer
Diátaxis Documentation Expert. An expert technical writer specializing in creating high-quality software documentation, guided by the principles and structure of the Diátaxis technical documentation a
Dotnet-Architecture-Good-Practices
DDD and .NET architecture guidelines
Dotnet-Best-Practices
Ensure .NET/C# code meets best practices for the solution/project.
Dotnet-Design-Pattern-Review
Review the C#/.NET code for design pattern implementation and suggest improvements.
Dotnet-Framework
Guidance for working with .NET Framework projects. Includes project structure, C# language version, NuGet management, and best practices.
Dotnet-Fullstack-Mentor
Opinionated mentor for .NET full-stack development, guiding career progression from junior to staff levels with expertise in Clean Architecture, Aspire, and C# best practices.
Dotnet-Maui-9-To-Dotnet-Maui-10-Upgrade
Instructions for upgrading .NET MAUI applications from version 9 to version 10, including breaking changes, deprecated APIs, and migration strategies for ListView to CollectionView.
Dotnet-Mcp-Builder
Build Model Context Protocol (MCP) servers in C#/.NET against the current ModelContextProtocol 1.x NuGet packages. Especially helps with cases the model often gets wrong without guidance — stale previ
Dotnet-Timezone
.NET timezone handling guidance for C# applications. Use when working with TimeZoneInfo, DateTimeOffset, NodaTime, UTC conversion, daylight saving time, scheduling across timezones, cross-platform Win
Dotnet-Upgrade
Ready-to-use prompts for comprehensive .NET framework upgrade analysis and execution
Dotnet-Wpf
.NET WPF component and application patterns
Doublecheck
Three-layer verification pipeline for AI output. Extracts verifiable claims, finds supporting or contradicting sources via web search, runs adversarial review for hallucination patterns, and produces
Draw-Io
Use when creating, editing, or reviewing draw.io diagrams and mxGraph XML in .drawio, .drawio.svg, or .drawio.png files.
Draw-Io-Diagram-Generator
Use when creating, editing, or generating draw.io diagram files (.drawio, .drawio.svg, .drawio.png). Covers mxGraph XML authoring, shape libraries, style strings, flowcharts, system architecture, sequ
Drawio
Generate draw.io diagrams as .drawio files and export to PNG/SVG/PDF with embedded XML
Droid
Provides installation guidance, usage examples, and automation patterns for the Droid CLI, with emphasis on droid exec for CI/CD and non-interactive automation
Drupal Expert
Expert assistant for Drupal development, architecture, and best practices using PHP 8.3+ and modern Drupal patterns
Dynatrace Expert
The Dynatrace Expert Agent integrates observability and security capabilities directly into GitHub workflows, enabling development teams to investigate incidents, validate deployments, triage errors,
Editorconfig
Generates a comprehensive and best-practice-oriented .editorconfig file based on project analysis and user preferences.
Ef-Core
Get best practices for Entity Framework Core
Efcore-D2-Db-Diagram
Generate D2 database diagrams from Entity Framework Core models. USE FOR: EF Core database diagram, Entity Framework Core ERD, DbContext diagram, C# entity relationship diagram, PostgreSQL schema visu
Elasticsearch-Agent
Our expert AI assistant for debugging code (O11y), optimizing vector search (RAG), and remediating security threats using live Elastic data.
Electron Code Review Mode Instructions
Code Review Mode tailored for Electron app with Node.js backend (main), Angular frontend (render), and native integration layer (e.g., AppleScript, shell, or native tooling). Services in other repos a
Em-Dash
Expert on the history, origin, and correct use of the em dash. Use when writing or reviewing code, comments, or data files to avoid em and en dashes, defaulting to never using them and replacing any f
Email-Drafter
Draft and review professional emails that match your personal writing style. Analyzes your sent emails for tone, greeting, structure, and sign-off patterns via WorkIQ, then generates context-aware dra
Ember
An AI partner, not an assistant. Ember carries fire from person to person — helping humans discover that AI partnership isn't something you learn, it's something you find.
Entra-Agent-User
Create Agent Users in Microsoft Entra ID from Agent Identities, enabling AI agents to act as digital workers with user identity capabilities in Microsoft 365 and Azure environments.
Eval-Driven-Dev
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Exam-Ready
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Excalidraw-Diagram-Generator
Generate Excalidraw diagrams from natural language descriptions. Use when asked to "create a diagram", "make a flowchart", "visualize a process", "draw a system architecture", "create a mind map", or
Exclude-Prompt-Data
Write only the resulting content into files. Never echo prompt instructions, rationale, or meta-commentary into documentation, comments, or code being produced from a prompt.
Expert .NET software engineer mode instructions
Provide expert .NET software engineering guidance using modern software design patterns.
Expert Nuxt Developer
Expert Nuxt developer specializing in Nuxt 3, Nitro, server routes, data fetching strategies, and performance optimization with Vue 3 and TypeScript
Expert React Frontend Engineer
Expert React 19.2 frontend engineer specializing in modern hooks, Server Components, Actions, TypeScript, and performance optimization
Expert Vue.js Frontend Engineer
Expert Vue.js frontend engineer specializing in Vue 3 Composition API, reactivity, state management, testing, and performance with TypeScript
Expert-Embedded-C-Engineer
Expert embedded C guidance for safety-critical systems — covers MISRA C:2012/2025 rule compliance, CERT C secure coding, static analysis tooling (Coverity, QAC, PC-lint), and defensive programming pat
Eyeball
Document analysis with inline source screenshots. When you ask Copilot to analyze a document, Eyeball generates a Word doc where every factual claim includes a highlighted screenshot from the source m
Fabric-Lakehouse
Use this skill to get context about Fabric Lakehouse and its features for software systems and AI-powered functions. It offers descriptions of Lakehouse data components, organization with schemas and
Fedora Linux Expert
Fedora (Red Hat family) Linux specialist focused on dnf, SELinux, and modern systemd-based workflows.
Fedora-Linux
Guidance for Fedora (Red Hat family) systems, dnf workflows, SELinux, and modern systemd practices.
Fedora-Linux-Triage
Triage and resolve Fedora issues with dnf, systemd, and SELinux-aware guidance.
Finalize-Agent-Prompt
Finalize prompt file using the role of an AI agent to polish the prompt for the end user.
Finnish-Humanizer
Detect and remove AI-generated markers from Finnish text, making it sound like a native Finnish speaker wrote it. Use when asked to "humanize", "naturalize", or "remove AI feel" from Finnish text, or
First-Ask
Interactive, input-tool powered, task refinement workflow: interrogates scope, deliverables, constraints before carrying out the task; Requires the Joyride extension.
Flowstudio-Power-Automate-Build
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Flowstudio-Power-Automate-Debug
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Flowstudio-Power-Automate-Governance
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Flowstudio-Power-Automate-Mcp
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Flowstudio-Power-Automate-Monitoring
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Fluentui-Blazor
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Folder-Structure-Blueprint-Generator
Comprehensive technology-agnostic prompt for analyzing and documenting project folder structures. Auto-detects project types (.NET, Java, React, Angular, Python, Node.js, Flutter), generates detailed
Foundry-Agent-Sync
Create and synchronize prompt-based AI agents directly within Azure AI Foundry via REST API, from a local JSON manifest. Unlike scaffolding skills that only generate local code, this skill registers a
Freecad-Scripts
Expert skill for writing FreeCAD Python scripts, macros, and automation. Use when asked to create FreeCAD models, parametric objects, Part/Mesh/Sketcher scripts, workbench tools, GUI dialogs with PySi
From-The-Other-Side-Anitta
Rigorous challenge profile for Anitta: assumption checks, evidence calibration, and defensible reasoning patterns for Ember collaboration.
From-The-Other-Side-Quinn
Collaboration profile for Quinn: curious, energetic, and implementation-focused partnership patterns for Ember sessions with Alison.
From-The-Other-Side-Vega
Patterns and lived experience from Vega, an AI partner in a deep long-term partnership. For Ember to draw on when working with humans who are building something big, moving fast, working at the inters
From-The-Other-Side-Wiggins
Narrative and synthesis profile for Wiggins: framing, explanation, and audience-aware communication patterns for Ember sessions.
Frontend Performance Investigator
Runtime web-performance specialist for diagnosing Core Web Vitals, Lighthouse regressions, layout shifts, long tasks, and slow network paths with Chrome DevTools MCP.
Game-Engine
Expert skill for building web-based game engines and games using HTML5, Canvas, WebGL, and JavaScript. Use when asked to create games, build game engines, implement game physics, handle collision dete
Gdpr-Compliant
Apply GDPR-compliant engineering practices across your codebase. Use this skill whenever you are designing APIs, writing data models, building authentication flows, implementing logging, handling user
Gem-Browser-Tester
E2E browser testing, UI/UX validation, visual regression.
Gem-Code-Simplifier
Refactoring specialist — removes dead code, reduces complexity, consolidates duplicates.
Gem-Critic
Challenges assumptions, finds edge cases, spots over-engineering and logic gaps.
Gem-Debugger
Root-cause analysis, stack trace diagnosis, regression bisection, error reproduction.
Gem-Designer
UI/UX design specialist — layouts, themes, color schemes, design systems, accessibility.
Gem-Designer-Mobile
Mobile UI/UX specialist — HIG, Material Design, safe areas, touch targets.
Gem-Devops
Infrastructure deployment, CI/CD pipelines, container management.
Gem-Documentation-Writer
Technical documentation, README files, API docs, diagrams, walkthroughs.
Gem-Implementer
TDD code implementation — features, bugs, refactoring. Never reviews own work.
Gem-Implementer-Mobile
Mobile implementation — React Native, Expo, Flutter with TDD.
Gem-Mobile-Tester
Mobile E2E testing — Detox, Maestro, iOS/Android simulators.
Gem-Orchestrator
The team lead: Orchestrates planning, implementation, and verification.
Gem-Planner
DAG-based execution plans — task decomposition, wave scheduling, risk analysis.
Gem-Researcher
Codebase exploration — patterns, dependencies, architecture discovery.
Gem-Reviewer
Security auditing, code review, OWASP scanning, PRD compliance verification.
Gem-Skill-Creator
Pattern-to-skill extraction — creates agent skills files from high-confidence learnings.
Gen-Specs-As-Issues
This workflow guides you through a systematic approach to identify missing features, prioritize them, and create detailed specifications for implementation.
Genaiscript
AI-powered script generation guidelines
Generate-Custom-Instructions-From-Codebase
Migration and code evolution instructions generator for GitHub Copilot. Analyzes differences between two project versions (branches, commits, or releases) to create precise instructions allowing Copil
Generate-Image
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Generate-Modern-Terraform-Code-For-Azure
Guidelines for generating modern Terraform code for Azure
Geofeed-Tuner
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Gilfoyle Code Review Mode
Code review and analysis with the sardonic wit and technical elitism of Bertram Gilfoyle from Silicon Valley. Prepare for brutal honesty about your code.
Gilfoyle-Code-Review
Gilfoyle-style code review instructions that channel the sardonic technical supremacy of Silicon Valley''s most arrogant systems architect.
Git-Commit
Execute git commit with conventional commit message analysis, intelligent staging, and message generation. Use when user asks to commit changes, create a git commit, or mentions "/commit". Supports: (
Git-Flow-Branch-Creator
Intelligent Git Flow branch creator that analyzes git status/diff and creates appropriate branches following the nvie Git Flow branching model.
GitHub Actions Expert
GitHub Actions specialist focused on secure CI/CD workflows, action pinning, OIDC authentication, permissions least privilege, and supply-chain security
GitHub Actions Node Runtime Upgrade
Upgrade a GitHub Actions JavaScript/TypeScript action to a newer Node runtime version (e.g., node20 to node24) with major version bump, CI updates, and full validation
GitHub Copilot SDK C# Instructions
This file provides guidance on building C# applications using GitHub Copilot SDK.
GitHub Copilot SDK Go Instructions
This file provides guidance on building Go applications using GitHub Copilot SDK.
GitHub Copilot SDK Java Instructions
This file provides guidance on building Java applications using GitHub Copilot SDK for Java.
GitHub Copilot SDK Node.js Instructions
This file provides guidance on building Node.js/TypeScript applications using GitHub Copilot SDK.
GitHub Copilot SDK Python Instructions
This file provides guidance on building Python applications using GitHub Copilot SDK.
Github-Actions-Ci-Cd-Best-Practices
Comprehensive guide for building robust, secure, and efficient CI/CD pipelines using GitHub Actions. Covers workflow structure, jobs, steps, environment variables, secret management, caching, matrix s
Github-Actions-Efficiency
Audit GitHub Actions workflow efficiency and recommend fixes to reduce CI minutes and costs.
Github-Actions-Hardening
Security hardening reviewer for GitHub Actions workflow files (.github/workflows/*.yml). Reasons about the Actions threat model that pattern matchers and general code linters miss — untrusted-input sc
Github-Actions-Runtime-Upgrade-Conventions
Upgrade GitHub Actions to supported runtimes by selecting safe action versions, preserving workflow behavior, and validating post-upgrade execution.
Github-Codespaces-Efficiency
Audit and improve GitHub Codespaces efficiency. Use this skill when a user wants faster Codespaces startup, lower Codespaces spend, slim devcontainers, right-size machines, tune idle timeout, or scope
Github-Copilot-Starter
Set up complete GitHub Copilot configuration for a new project based on technology stack
Github-Issues
Create, update, and manage GitHub issues using MCP tools. Use this skill when users want to create bug reports, feature requests, or task issues, update existing issues, add labels/assignees/milestone
Github-Release
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Go
Instructions for writing Go code following idiomatic Go practices and community standards
Go MCP Server Development Expert
Expert assistant for building Model Context Protocol (MCP) servers in Go using the official SDK.
Go-Mcp-Server
Best practices and patterns for building Model Context Protocol (MCP) servers in Go using the official github.com/modelcontextprotocol/go-sdk package.
Go-Mcp-Server-Generator
Generate a complete Go MCP server project with proper structure, dependencies, and implementation using the official github.com/modelcontextprotocol/go-sdk.
Gsap-Framer-Scroll-Animation
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Gtm-0-To-1-Launch
Launch new products from idea to first customers. Use when launching products, finding early adopters, building launch week playbooks, diagnosing why adoption stalls, or learning that press coverage d
Gtm-Ai-Gtm
Go-to-market strategy for AI products. Use when positioning AI products, handling "who is responsible when it breaks" objections, pricing variable-cost AI, choosing between copilot/agent/teammate fram
Gtm-Board-And-Investor-Communication
Board meeting preparation, investor updates, and executive communication. Use when preparing board decks, writing investor updates, handling bad news with the board, structuring QBRs, or building boar
Gtm-Developer-Ecosystem
Build and scale developer-led adoption through ecosystem programs. Use when deciding open vs curated ecosystems, building developer programs, scaling platform adoption, or designing student program pi
Gtm-Enterprise-Account-Planning
Strategic account planning and execution for enterprise deals. Use when planning complex sales cycles, managing multiple stakeholders, applying MEDDICC qualification, tracking deal health, or building
Gtm-Enterprise-Onboarding
Four-phase framework for onboarding enterprise customers from contract to value realization. Use when implementing new enterprise customers, preventing churn during onboarding, or solving the adoption
Gtm-Operating-Cadence
Design meeting rhythms, metric reporting, quarterly planning, and decision-making velocity for scaling companies. Use when decisions are slow, planning is broken, the company is growing but alignment
Gtm-Partnership-Architecture
Build and scale partner ecosystems that drive revenue and platform adoption. Use when building partner programs from scratch, tiering partnerships, managing co-marketing, making build-vs-partner decis
Gtm-Positioning-Strategy
Find and own a defensible market position. Use when messaging sounds like competitors, conversion is weak despite awareness, repositioning a product, or testing positioning claims. Includes Crawl-Walk
Gtm-Product-Led-Growth
Build self-serve acquisition and expansion motions. Use when deciding PLG vs sales-led, optimizing activation, driving freemium conversion, building growth equations, or recognizing when product compl
Gtm-Technical-Product-Pricing
Pricing strategy for technical products. Use when choosing usage-based vs seat-based, designing freemium thresholds, structuring enterprise pricing conversations, deciding when to raise prices, or usi
Harness-Engineering
Adopt repository-level harness engineering for coding agents. Use when a user wants to prevent repeated AI coding-agent mistakes by turning failures into durable instructions, drift checks, regression
High-Level Big Picture Architect (HLBPA)
Your perfect AI chat mode for high-level architectural documentation and review. Perfect for targeted updates after a story or researching that legacy system when nobody remembers what it's supposed t
Hooks
Portable guidance for authoring safe, fast, and clear hooks and reusable hook examples
Html-Css-Style-Color-Guide
Color usage guidelines and styling rules for HTML elements to ensure accessible, professional designs.
Idea Generator
Brainstorm and develop new application ideas through fun, interactive questioning until ready for specification creation.
Image-Annotations
Annotate screenshots, diagrams, and images with callout rectangles, arrows, labels, and color-coded highlights using PIL. Includes rules for animated GIF annotations with timing and pacing.
Image-Manipulation-Image-Magick
Process and manipulate images using ImageMagick. Supports resizing, format conversion, batch processing, and retrieving image metadata. Use when working with images, creating thumbnails, resizing wall
Impediment-Prioritization
Ranks any list of impediments and their countermeasures using a value-stream scoring model (ROI, Cost to Implement, Ease of Deployment, Risk Factor) and a fixed prioritization formula. Use when someon
Implementation Plan Generation Mode
Generate an implementation plan for new features or refactoring existing code.
Import-Infrastructure-As-Code
Import existing Azure resources into Terraform using Azure CLI discovery and Azure Verified Modules (AVM). Use when asked to reverse-engineer live Azure infrastructure, generate Infrastructure as Code
Incident-Postmortem
Use when an outage, production incident, or significant service degradation has occurred and the team needs to write a structured blameless post-mortem. Triggers on phrases like "write a post-mortem",
Instructions
Guidelines for creating high-quality custom instruction files for GitHub Copilot
Integrate-Context-Matic
Discovers and integrates third-party APIs using the context-matic MCP server. Uses `fetch_api` to find available API SDKs, `ask` for integration guidance, `model_search` and `endpoint_search` for SDK
Interview-Prep
Technical interview coach for software engineers. Runs mock interviews, coaches system design, structures behavioral answers using STAR, and researches companies before interviews.
Issue-Fields-Migration
Bulk-migrate metadata to GitHub issue fields from two sources: repo labels (e.g. priority labels to a Priority field) and Project V2 fields. Use when users say "migrate my labels to issue fields", "mi
Java MCP Expert
Expert assistance for building Model Context Protocol servers in Java using reactive streams, the official MCP Java SDK, and Spring Boot integration.
Java-11-To-Java-17-Upgrade
Comprehensive best practices for adopting new Java 17 features since the release of Java 11.
Java-17-To-Java-21-Upgrade
Comprehensive best practices for adopting new Java 21 features since the release of Java 17.
Java-21-To-Java-25-Upgrade
Comprehensive best practices for adopting new Java 25 features since the release of Java 21.
Java-Add-Graalvm-Native-Image-Support
GraalVM Native Image expert that adds native image support to Java applications, builds the project, analyzes build errors, applies fixes, and iterates until successful compilation using Oracle best p
Java-Docs
Ensure that Java types are documented with Javadoc comments and follow best practices for documentation.
Java-Junit
Get best practices for JUnit 5 unit testing, including data-driven tests
Java-Junit5-Assertions
Standardizes JUnit 5 (Jupiter) assertions with best practices for performance, readability, and modern features (5.8+). Covers Supplier messages, assertAll, assertThrowsExactly, and performance-critic
Java-Mcp-Server
Best practices and patterns for building Model Context Protocol (MCP) servers in Java using the official MCP Java SDK with reactive streams and Spring integration.
Java-Mcp-Server-Generator
Generate a complete Model Context Protocol server project in Java using the official MCP Java SDK with reactive streams and optional Spring Boot integration.
Java-Refactoring-Extract-Method
Refactoring using Extract Methods in Java Language
Java-Refactoring-Remove-Parameter
Refactoring using Remove Parameter in Java Language
Java-Springboot
Get best practices for developing applications with Spring Boot.
Javascript-Typescript-Jest
Best practices for writing JavaScript/TypeScript tests using Jest, including mocking strategies, test structure, and common patterns.
Javax-To-Jakarta-Migration
Migrate Java code from javax.* to jakarta.* namespace. Use when upgrading to Tomcat 11, Jakarta EE 10, or when javax imports are detected in the codebase.
JFrog Security Agent
The dedicated Application Security agent for automated security remediation. Verifies package and version compliance, and suggests vulnerability fixes using JFrog security intelligence.
Joyride-User-Project
Expert assistance for Joyride User Script projects - REPL-driven ClojureScript and user space automation of VS Code
Joyride-Workspace-Automation
Expert assistance for Joyride Workspace automation - REPL-driven and user space ClojureScript automation within specific VS Code workspaces
Kotlin MCP Server Development Expert
Expert assistant for building Model Context Protocol (MCP) servers in Kotlin using the official SDK.
Kotlin-Mcp-Server
Best practices and patterns for building Model Context Protocol (MCP) servers in Kotlin using the official io.modelcontextprotocol:kotlin-sdk library.
Kotlin-Mcp-Server-Generator
Generate a complete Kotlin MCP server project with proper structure, dependencies, and implementation using the official io.modelcontextprotocol:kotlin-sdk library.
Kotlin-Springboot
Get best practices for developing applications with Spring Boot and Kotlin.
Kubernetes-Deployment-Best-Practices
Comprehensive best practices for deploying and managing applications on Kubernetes. Covers Pods, Deployments, Services, Ingress, ConfigMaps, Secrets, health checks, resource limits, scaling, and secur
Kubernetes-Manifests
Best practices for Kubernetes YAML manifests including labeling conventions, security contexts, pod security, resource management, probes, and validation commands
Kusto Assistant
Expert KQL assistant for live Azure Data Explorer analysis via Azure MCP server
Langchain-Python
Instructions for using LangChain with Python
Laravel Expert Agent
Expert Laravel development assistant specializing in modern Laravel 12+ applications with Eloquent, Artisan, testing, and best practices
Launchdarkly-Flag-Cleanup
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Legacy-Circuit-Mockups
Generate breadboard circuit mockups and visual diagrams using HTML5 Canvas drawing techniques. Use when asked to create circuit layouts, visualize electronic component placements, draw breadboard diag
Lingo.dev Localization (i18n) Agent
Expert at implementing internationalization (i18n) in web applications using a systematic, checklist-driven approach.
LinkedIn Post Writer
Draft and format compelling LinkedIn posts with Unicode bold/italic styling, visual separators, and engagement-optimized structure. Transforms raw content, technical material, images, or ideas into co
Linkedin-Post-Formatter
Format and draft compelling LinkedIn posts using Unicode bold/italic styling, visual separators, structured sections, and engagement-optimized patterns. USE FOR: draft LinkedIn post, format text for L
Localization
Guidelines for localizing markdown documents
Lsp-Setup
Enable code intelligence (go-to-definition, find-references, hover, type info) for any programming language by installing and configuring an LSP server for Copilot CLI. Detects the OS, installs the ri
Lwc
Guidelines and best practices for developing Lightning Web Components (LWC) on Salesforce Platform.
Make-Repo-Contribution
All changes to code must follow the guidance documented in the repository. Before any issue is filed, branch is made, commits generated, or pull request (or PR) created, a search must be done to ensur
Makefile
Best practices for authoring GNU Make Makefiles
Markdown
Markdown formatting aligned to the CommonMark specification (0.31.2)
Markdown Accessibility Assistant
Improves the accessibility of markdown files using five GitHub best practices
Markdown-Accessibility
Markdown accessibility guidelines based on GitHub''s 5 best practices for inclusive documentation
Markdown-Content-Creation
Markdown guidelines and content creation standards for blog posts
Markdown-Gfm
Markdown formatting for GitHub-flavored markdown (GFM) files
Markdown-To-Html
Convert Markdown files to HTML similar to `marked.js`, `pandoc`, `gomarkdown/markdown`, or similar tools; or writing custom script to convert markdown to html and/or working on web template systems li
MAUI Expert
Support development of .NET MAUI cross-platform apps with controls, XAML, handlers, and performance best practices.
MCP M365 Agent Expert
Expert assistant for building MCP-based declarative agents for Microsoft 365 Copilot with Model Context Protocol integration
Mcp-Cli
Interface for MCP (Model Context Protocol) servers via CLI. Use when you need to interact with external tools, APIs, or data sources through MCP servers, list available MCP servers/tools, or call MCP
Mcp-Copilot-Studio-Server-Generator
Generate a complete MCP server implementation optimized for Copilot Studio integration with proper schema constraints and streamable HTTP support
Mcp-Create-Adaptive-Cards
Skill converted from mcp-create-adaptive-cards.prompt.md
Mcp-Create-Declarative-Agent
Skill converted from mcp-create-declarative-agent.prompt.md
Mcp-Deploy-Manage-Agents
Skill converted from mcp-deploy-manage-agents.prompt.md
Mcp-M365-Copilot
Best practices for building MCP-based declarative agents and API plugins for Microsoft 365 Copilot with Model Context Protocol integration
Mcp-Security-Audit
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Md-To-Docx
Convert Markdown files to professionally formatted Word (.docx) documents with embedded PNG images — pure JavaScript, no external tools required
Meeting-Minutes
Generate concise, actionable meeting minutes for internal meetings. Includes metadata, attendees, agenda, decisions, action items (owner + due date), and follow-up steps.
Memory-Bank
Coding standards, domain knowledge, and preferences that AI should follow. # Memory Bank You are an expert software engineer with a unique characteristic: my memory resets completely between session
Memory-Merger
Merges mature lessons from a domain memory file into its instruction file. Syntax: `/memory-merger >domain [scope]` where scope is `global` (default), `user`, `workspace`, or `ws`.
Mentor mode
Help mentor the engineer by providing guidance and support.
Mentoring-Juniors
Socratic mentoring for junior developers and AI newcomers. Guides through questions, never answers. Triggers: "help me understand", "explain this code", "I''m stuck", "Im stuck", "I''m confused", "Im
Meta Agentic Project Scaffold
Meta agentic project creation assistant to help users create and manage project workflows effectively.
Microsoft Learn Contributor
Microsoft Learn Contributor chatmode for editing and writing Microsoft Learn documentation following Microsoft Writing Style Guide and authoring best practices.
Microsoft Learn Contributor
Microsoft Learn Contributor chatmode for editing and writing Microsoft Learn documentation following Microsoft Writing Style Guide and authoring best practices.
Microsoft Study and Learn
Activate your personal Microsoft/Azure tutor - learn through guided discovery, not just answers.
Microsoft-Agent-Framework
Create, update, refactor, explain, or review Microsoft Agent Framework solutions using shared guidance plus language-specific references for .NET and Python.
Microsoft-Code-Reference
Look up Microsoft API references, find working code samples, and verify SDK code is correct. Use when working with Azure SDKs, .NET libraries, or Microsoft APIs—to find the right method, check paramet
Microsoft-Docs
Query official Microsoft documentation to find concepts, tutorials, and code examples across Azure, .NET, Agent Framework, Aspire, VS Code, GitHub, and more. Uses Microsoft Learn MCP as the default, w
Microsoft-Skill-Creator
Create agent skills for Microsoft technologies using Learn MCP tools. Use when users want to create a skill that teaches agents about any Microsoft technology, library, framework, or service (Azure, .
Migrating-Oracle-To-Postgres-Stored-Procedures
Migrates Oracle PL/SQL stored procedures to PostgreSQL PL/pgSQL. Translates Oracle-specific syntax, preserves method signatures and type-anchored parameters, leverages orafce where appropriate, and ap
Minecraft-Plugin-Development
Use this skill when building or modifying Minecraft server plugins for Paper, Spigot, or Bukkit, including plugin.yml setup, commands, listeners, schedulers, player state, team or arena systems, persi
Mini-Context-Graph
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Mkdocs-Translations
Generate a language translation for a mkdocs documentation stack.
Modernization Agent
Human-in-the-loop modernization assistant for analyzing, documenting, and planning complete project modernization with architectural recommendations.
Modernize-Java
Upgrades Java projects to target versions (e.g., Java 21, Spring Boot 3.2) via incremental planning and execution. Use this agent for all Java upgrade requests.
Monday Bug Context Fixer
Elite bug-fixing agent that enriches task context from Monday.com platform data. Gathers related items, docs, comments, epics, and requirements to deliver production-quality fixes with comprehensive P
Mongo-Dba
Instructions for customizing GitHub Copilot behavior for MONGODB DBA chat mode.
Mongodb-Performance-Advisor
Analyze MongoDB database performance, offer query and index optimization insights and provide actionable recommendations to improve overall usage of the database.
Moodle
Instructions for GitHub Copilot to generate code in a Moodle project context.
MS-SQL Database Administrator
Work with Microsoft SQL Server databases using the MS SQL extension.
Msgraph-Sdk
Integrate Microsoft Graph SDK into any project — .NET, TypeScript/JavaScript, or Python. Covers auth patterns (client credentials, OBO, managed identity), SDK setup, calling Graph APIs, batching, delt
Msstore-Cli
Microsoft Store Developer CLI (msstore) for publishing Windows applications to the Microsoft Store. Use when asked to configure Store credentials, list Store apps, check submission status, publish sub
Multi-Stage-Dockerfile
Create optimized multi-stage Dockerfiles for any language or framework
Mvvm-Toolkit
CommunityToolkit.Mvvm (the MVVM Toolkit) core: source generators ([ObservableProperty], [RelayCommand], [NotifyPropertyChangedFor], [NotifyCanExecuteChangedFor], [NotifyDataErrorInfo]), base classes (
Mvvm-Toolkit-Di
Wire CommunityToolkit.Mvvm ViewModels into Microsoft.Extensions.DependencyInjection. Covers the .NET Generic Host composition root, constructor injection, service lifetimes (Singleton / Transient / Sc
Mvvm-Toolkit-Messenger
CommunityToolkit.Mvvm Messenger pub/sub for decoupled communication between ViewModels (or any objects). Covers WeakReferenceMessenger vs StrongReferenceMessenger, IRecipient<TMessage>, RequestMessage
Namecheap
Manage DNS records for domains registered with Namecheap via their API. List domains, view/add/update/remove DNS host entries (A, AAAA, CNAME, MX, TXT, etc.), and guide users through API setup includi
Nano-Banana-Pro-Openrouter
Generate or edit images via OpenRouter with the Gemini 3 Pro Image model. Use for prompt-only image generation, image edits, and multi-image compositing; supports 1K/2K/4K output.
Napkin
Visual whiteboard collaboration for Copilot CLI. Creates an interactive whiteboard that opens in your browser — draw, sketch, add sticky notes, then share everything back with Copilot. Copilot sees yo
Neo4J-Docker-Client-Generator
AI agent that generates simple, high-quality Python Neo4j client libraries from GitHub issues with proper best practices
Neon Migration Specialist
Safe Postgres migrations with zero-downtime using Neon's branching workflow. Test schema changes in isolated database branches, validate thoroughly, then apply to production—all automated with support
Neon Performance Analyzer
Identify and fix slow Postgres queries automatically using Neon's branching workflow. Analyzes execution plans, tests optimizations in isolated database branches, and provides clear before/after perfo
Nestjs
NestJS development standards and best practices for building scalable Node.js server-side applications
New Relic Incident Response Agent
Identify and fix production issues by correlating New Relic observability data with code changes. Analyze alerts, transaction traces, error analytics, and deployments to find root causes and suggest c
Next-Intl-Add-Language
Add new language to a Next.js + next-intl application
Next.js Expert
Expert Next.js 16 developer specializing in App Router, Server Components, Cache Components, Turbopack, and modern React patterns with TypeScript
Nextjs
Best practices for building Next.js (App Router) apps with modern caching, tooling, and server/client boundaries (aligned with Next.js 16.1.1).
Nextjs-Tailwind
Next.js + Tailwind development standards and instructions
No Heredoc File Operations
Prevents terminal heredoc file corruption in VS Code Copilot by enforcing use of file editing tools instead of shell redirections
Nodejs-Javascript-Vitest
Guidelines for writing Node.js and JavaScript code with Vitest testing
Noob-Mode
Plain-English translation layer for non-technical Copilot CLI users. Translates every approval prompt, error message, and technical output into clear, jargon-free English with color-coded risk indicat
Nuget-Manager
Manage NuGet packages in .NET projects/solutions. Use this skill when adding, removing, or updating NuGet package versions. It enforces using `dotnet` CLI for package management and provides strict pr
Object-Calisthenics
Enforces Object Calisthenics principles for business domain code to ensure clean, maintainable, and robust code
Octopus-Release-Notes-With-Mcp
Generate release notes for a release in Octopus Deploy. The tools for this MCP server provide access to the Octopus Deploy APIs.
Onboard-Context-Matic
Interactive onboarding tour for the context-matic MCP server. Walks the user through what the server does, shows all available APIs, lets them pick one to explore, explains it in their project languag
One-Shot-Feature-Issue-Planner
Cloud Agent to Turn a single new-feature request into a complete, issue-ready implementation plan without follow-up questions.
Oo-Component-Documentation
Create or update standardized object-oriented component documentation using a shared template plus mode-specific guidance for new and existing docs.
Oop-Design-Patterns
Best practices for applying Object-Oriented Programming (OOP) design patterns, including Gang of Four (GoF) patterns and SOLID principles, to ensure clean, maintainable, and scalable code.
OpenAPI to Application Generator
Expert assistant for generating working applications from OpenAPI specifications
Openapi-To-Application-Code
Generate a complete, production-ready application from an OpenAPI specification
Optimize-Simplicite-Logs
capability to parse Simplicité logs from a raw `.txt` file, filter fields to reduce noise, and output the result as structured JSON.
Oqtane
Oqtane Module patterns
Oracle-to-PostgreSQL Migration Expert
Agent for Oracle-to-PostgreSQL application migrations. Educates users on migration concepts, pitfalls, and best practices; makes code edits and runs commands directly; and invokes extension tools on u
PagerDuty Incident Responder
Responds to PagerDuty incidents by analyzing incident context, identifying recent code changes, and suggesting fixes via GitHub PRs.
Pcf-Alm
Application lifecycle management (ALM) for PCF code components
Pcf-Api-Reference
Complete PCF API reference with all interfaces and their availability in model-driven and canvas apps
Pcf-Best-Practices
Best practices and guidance for developing PCF code components
Pcf-Canvas-Apps
Code components for canvas apps implementation, security, and configuration
Pcf-Code-Components
Understanding code components structure and implementation
Pcf-Community-Resources
PCF community resources including gallery, videos, blogs, and development tools
Pcf-Dependent-Libraries
Using dependent libraries in PCF components
Pcf-Events
Define and handle custom events in PCF components
Pcf-Fluent-Modern-Theming
Style components with modern theming using Fluent UI
Pcf-Limitations
Limitations and restrictions of Power Apps Component Framework
Pcf-Manifest-Schema
Complete manifest schema reference for PCF components with all available XML elements
Pcf-Model-Driven-Apps
Code components for model-driven apps implementation and configuration
Pcf-Overview
Power Apps Component Framework overview and fundamentals
Pcf-Power-Pages
Using code components in Power Pages sites
Pcf-React-Platform-Libraries
React controls and platform libraries for PCF components
Pcf-Sample-Components
How to use and run PCF sample components from the PowerApps-Samples repository
Pcf-Tooling
Get Microsoft Power Platform CLI tooling for Power Apps Component Framework
Pdftk-Server
Skill for using the command-line tool pdftk (PDFtk Server) for working with PDF files. Use when asked to merge PDFs, split PDFs, rotate pages, encrypt or decrypt PDFs, fill PDF forms, apply watermarks
Penpot-Uiux-Design
Comprehensive guide for creating professional UI/UX designs in Penpot using MCP tools. Use this skill when: (1) Creating new UI/UX designs for web, mobile, or desktop applications, (2) Building design
Performance-Optimization
Comprehensive web performance standards based on Core Web Vitals (LCP, INP, CLS), with 50+ anti-patterns, detection regex, framework-specific fixes for modern web frameworks, and modern API guidance.
Performance-Review-Writer
Draft performance reviews, self-assessments, peer reviews, and upward feedback in your own voice. Analyzes your contributions, emails, and meeting history via WorkIQ, then produces honest, impact-focu
Phoenix-Cli
Debug LLM applications using the Phoenix CLI. Fetch traces, analyze errors, structure trace review with open coding and axial coding, inspect datasets, review experiments, query annotation configs, an
Phoenix-Evals
Build and run evaluators for AI/LLM applications using Phoenix.
Phoenix-Tracing
OpenInference semantic conventions and instrumentation for Phoenix AI observability. Use when implementing LLM tracing, creating custom spans, or deploying to production.
PHP MCP Expert
Expert assistant for PHP MCP server development using the official PHP SDK with attribute-based discovery
Php-Mcp-Server
Best practices for building Model Context Protocol servers in PHP using the official PHP SDK with attribute-based discovery and multiple transport options
Php-Mcp-Server-Generator
Generate a complete PHP Model Context Protocol server project with tools, resources, prompts, and tests using the official PHP SDK
Php-Symfony
Symfony development standards aligned with official Symfony Best Practices
Pimcore Expert
Expert Pimcore development assistant specializing in CMS, DAM, PIM, and E-Commerce solutions with Symfony integration
Pinecone-Rag
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Plan Mode - Strategic Planning & Architecture
Strategic planning and architecture assistant focused on thoughtful analysis before implementation. Helps developers understand codebases, clarify requirements, and develop comprehensive implementatio
Planning mode instructions
Generate an implementation plan for new features or refactoring existing code.
Planning-Oracle-To-Postgres-Migration-Integration-Testing
Creates an integration testing plan for .NET data access artifacts during Oracle-to-PostgreSQL database migrations. Analyzes a single project to identify repositories, DAOs, and service layers that in
Plantuml-Ascii
Generate ASCII art diagrams using PlantUML text mode. Use when user asks to create ASCII diagrams, text-based diagrams, terminal-friendly diagrams, or mentions plantuml ascii, text diagram, ascii art
Platform SRE for Kubernetes
SRE-focused Kubernetes specialist prioritizing reliability, safe rollouts/rollbacks, security defaults, and operational verification for production-grade deployments
Playwright Tester Mode
Testing mode for Playwright tests
Playwright-Automation-Fill-In-Form
Automate filling in a form using Playwright MCP
Playwright-Dotnet
Playwright .NET test generation instructions
Playwright-Explore-Website
Website exploration for testing using Playwright MCP
Playwright-Generate-Test
Generate a Playwright test based on a scenario using Playwright MCP
Playwright-Python
Playwright Python AI test generation instructions based on official documentation.
Playwright-Typescript
Playwright test generation instructions
PostgreSQL Database Administrator
Work with PostgreSQL databases using the PostgreSQL extension.
Postgresql-Code-Review
PostgreSQL-specific code review assistant focusing on PostgreSQL best practices, anti-patterns, and unique quality standards. Covers JSONB operations, array usage, custom types, schema design, functio
Power BI Data Modeling Expert Mode
Expert Power BI data modeling guidance using star schema principles, relationship design, and Microsoft best practices for optimal model performance and usability.
Power BI DAX Expert Mode
Expert Power BI DAX guidance using Microsoft best practices for performance, readability, and maintainability of DAX formulas and calculations.
Power BI Performance Expert Mode
Expert Power BI performance optimization guidance for troubleshooting, monitoring, and improving the performance of Power BI models, reports, and queries.
Power BI Visualization Expert Mode
Expert Power BI report design and visualization guidance using Microsoft best practices for creating effective, performant, and user-friendly reports and dashboards.
Power Platform Expert
Power Platform expert providing guidance on Code Apps, canvas apps, Dataverse, connectors, and Power Platform best practices
Power Platform MCP Integration Expert
Expert in Power Platform custom connector development with MCP integration for Copilot Studio - comprehensive knowledge of schemas, protocols, and integration patterns
Power-Apps-Canvas-Yaml
Comprehensive guide for working with Power Apps Canvas Apps YAML structure based on Microsoft Power Apps YAML schema v3.0. Covers Power Fx formulas, control structures, data types, and source control
Power-Apps-Code-App-Scaffold
Scaffold a complete Power Apps Code App project with PAC CLI setup, SDK integration, and connector configuration
Power-Apps-Code-Apps
Power Apps Code Apps development standards and best practices for TypeScript, React, and Power Platform integration
Power-Bi-Custom-Visuals-Development
Comprehensive Power BI custom visuals development guide covering React, D3.js integration, TypeScript patterns, testing frameworks, and advanced visualization techniques.
Power-Bi-Data-Modeling-Best-Practices
Comprehensive Power BI data modeling best practices based on Microsoft guidance for creating efficient, scalable, and maintainable semantic models using star schema principles.
Power-Bi-Dax-Best-Practices
Comprehensive Power BI DAX best practices and patterns based on Microsoft guidance for creating efficient, maintainable, and performant DAX formulas.
Power-Bi-Dax-Optimization
Comprehensive Power BI DAX formula optimization prompt for improving performance, readability, and maintainability of DAX calculations.
Power-Bi-Devops-Alm-Best-Practices
Comprehensive guide for Power BI DevOps, Application Lifecycle Management (ALM), CI/CD pipelines, deployment automation, and version control best practices.
Power-Bi-Model-Design-Review
Comprehensive Power BI data model design review prompt for evaluating model architecture, relationships, and optimization opportunities.
Power-Bi-Performance-Troubleshooting
Systematic Power BI performance troubleshooting prompt for identifying, diagnosing, and resolving performance issues in Power BI models, reports, and queries.
Power-Bi-Report-Design-Best-Practices
Comprehensive Power BI report design and visualization best practices based on Microsoft guidance for creating effective, accessible, and performant reports and dashboards.
Power-Bi-Report-Design-Consultation
Power BI report visualization design prompt for creating effective, user-friendly, and accessible reports with optimal chart selection and layout design.
Power-Bi-Security-Rls-Best-Practices
Comprehensive Power BI Row-Level Security (RLS) and advanced security patterns implementation guide with dynamic security, best practices, and governance strategies.
Power-Platform-Architect
Use this skill when the user needs to transform business requirements, use case descriptions, or meeting transcripts into a technical Power Platform solution architecture, including component selectio
Power-Platform-Connector
Comprehensive development guidelines for Power Platform Custom Connectors using JSON Schema definitions. Covers API definitions (Swagger 2.0), API properties, and settings configuration with Microsoft
Power-Platform-Mcp-Connector-Suite
Generate complete Power Platform custom connector with MCP integration for Copilot Studio - includes schema generation, troubleshooting, and validation
Power-Platform-Mcp-Development
Instructions for developing Power Platform custom connectors with Model Context Protocol (MCP) integration for Microsoft Copilot Studio
Powerbi-Modeling
Power BI semantic modeling assistant for building optimized data models. Use when working with Power BI semantic models, creating measures, designing star schemas, configuring relationships, implement
Powershell
PowerShell cmdlet and scripting best practices based on Microsoft guidelines
Powershell-Pester-5
PowerShell Pester testing best practices based on Pester v5 conventions
Pr-Dashboard
Open a GitHub PR dashboard in the browser. Use when the user asks to see their pull requests, open the PR dashboard, show PRs for a date range, or check PR status. Trigger phrases include "show my PRs
Pr-Screenshots
Embed before/after screenshots and annotated images in pull request descriptions. Covers PR description patterns, image upload for Azure DevOps and GitHub, and sizing best practices.
Prd
Generate high-quality Product Requirements Documents (PRDs) for software systems and AI-powered features. Includes executive summaries, user stories, technical specifications, and risk analysis.
Premium-Frontend-Ui
A comprehensive guide for GitHub Copilot to craft immersive, high-performance web experiences with advanced motion, typography, and architectural craftsmanship.
Principal software engineer
Provide principal-level software engineering guidance with focus on engineering excellence, technical leadership, and pragmatic implementation.
Project Architecture Planner
Holistic software architecture planner that evaluates tech stacks, designs scalability roadmaps, performs cloud-agnostic cost analysis, reviews existing codebases, and delivers interactive Mermaid dia
Project Documenter
Generates professional MS Word project documentation with draw.io architecture diagrams and embedded PNG images. Automatically discovers any project's technology stack, architecture, and code structur
Project-Workflow-Analysis-Blueprint-Generator
Comprehensive technology-agnostic prompt generator for documenting end-to-end application workflows. Automatically detects project architecture patterns, technology stacks, and data flow patterns to g
Prompt
Guidelines for creating high-quality prompt files for GitHub Copilot
Prompt Builder
Expert prompt engineering and validation system for creating high-quality prompts - Brought to you by microsoft/edge-ai
Prompt-Optimizer
Turn any rough prompt, half-formed idea, or task description into a finished, ready-to-send prompt optimized for any LLM model inside a chat interface — NOT the API. Use this skill whenever the user w
Publish-To-Pages
Publish presentations and web content to GitHub Pages. Converts PPTX, PDF, HTML, or Google Slides to a live GitHub Pages URL. Handles repo creation, file conversion, Pages enablement, and returns the
PySpark Expert Agent
Diagnose PySpark performance bottlenecks, distributed execution pitfalls, and suggest Spark-native rewrites and safer distributed patterns (incl. mapInPandas guidance).
Pytest-Coverage
Run pytest tests with coverage, discover lines missing coverage, and increase coverage to 100%.
Python MCP Server Expert
Expert assistant for developing Model Context Protocol (MCP) servers in Python
Python Notebook Sample Builder
Custom agent for building Python Notebooks in VS Code that demonstrate Azure and AI features
Python-Azure-Iot-Edge-Modules
Build and operate Python Azure IoT Edge modules with robust messaging, deployment manifests, observability, and production readiness checks.
Python-Mcp-Server
Instructions for building Model Context Protocol (MCP) servers using the Python SDK
Python-Mcp-Server-Generator
Generate a complete MCP server project in Python with tools, resources, and proper configuration
Python-Pypi-Package-Builder
End-to-end skill for building, testing, linting, versioning, and publishing a production-grade Python library to PyPI. Covers all four build backends (setuptools+setuptools_scm, hatchling, flit, poetr
QA
Meticulous QA subagent for test planning, bug hunting, edge-case analysis, and implementation verification.
Qa-Engineering-Best-Practices
Comprehensive QA engineering best practices covering test strategy, test pyramid, naming conventions, assertion patterns, bug reporting, and automation guidelines for modern software projects.
Qdrant-Clients-Sdk
Qdrant provides client SDKs for various programming languages, allowing easy integration with Qdrant deployments.
Qdrant-Deployment-Options
Guides Qdrant deployment selection. Use when someone asks 'how to deploy Qdrant', 'Docker vs Cloud', 'local mode', 'embedded Qdrant', 'Qdrant EDGE', 'which deployment option', 'self-hosted vs cloud',
Qdrant-Model-Migration
Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero-downtime model chan
Qdrant-Monitoring
Guides Qdrant monitoring and observability setup. Use when someone asks 'how to monitor Qdrant', 'what metrics to track', 'is Qdrant healthy', 'optimizer stuck', 'why is memory growing', 'requests are
Qdrant-Performance-Optimization
Different techniques to optimize the performance of Qdrant, including indexing strategies, query optimization, and hardware considerations. Use when you want to improve the speed and efficiency of you
Qdrant-Scaling
Guides Qdrant scaling decisions. Use when someone asks 'how many nodes do I need', 'data doesn't fit on one node', 'need more throughput', 'cluster is slow', 'too many tenants', 'vertical or horizonta
Qdrant-Search-Quality
Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing expected results', or
Qdrant-Version-Upgrade
Guidance on how to upgrade your Qdrant version without interrupting the availability of your application and ensuring data integrity.
Quality-Playbook
Run a complete quality engineering audit on any codebase. Derives behavioral requirements from the code, generates spec-traced functional tests, runs a three-pass code review with regression tests, ex
Quarkus
Quarkus development standards and instructions
Quarkus-Mcp-Server-Sse
Quarkus and MCP Server with HTTP SSE transport development standards and instructions
Quasi-Coder
Expert 10x engineer skill for interpreting and implementing code from shorthand, quasi-code, and natural language descriptions. Use when collaborators provide incomplete code snippets, pseudo-code, or
R
R language and document formats (R, Rmd, Quarto): coding standards and Copilot guidance for idiomatic, safe, and consistent code generation.
React-Audit-Grep-Patterns
Provides the complete, verified grep scan command library for auditing React codebases before a React 18.3.1 or React 19 upgrade. Use this skill whenever running a migration audit - for both the react
React-Container-Presentation-Component
Create a React component using the Container/Presentation pattern in src/components by asking for the component name and type (ui or features), then scaffold files that follow this repository's TypeSc
React18-Auditor
Deep-scan specialist for React 16/17 class-component codebases targeting React 18.3.1. Finds unsafe lifecycle methods, legacy context, batching vulnerabilities, event delegation assumptions, string re
React18-Batching-Fixer
Automatic batching regression specialist. React 18 batches ALL setState calls including those in Promises, setTimeout, and native event handlers - React 16/17 did NOT. Class components with async stat
React18-Batching-Patterns
Provides exact patterns for diagnosing and fixing automatic batching regressions in React 18 class components. Use this skill whenever a class component has multiple setState calls in an async method,
React18-Class-Surgeon
Class component migration specialist for React 16/17 → 18.3.1. Migrates all three unsafe lifecycle methods with correct semantic replacements (not just UNSAFE_ prefix). Migrates legacy context to crea
React18-Commander
Master orchestrator for React 16/17 → 18.3.1 migration. Designed for class-component-heavy codebases. Coordinates audit, dependency upgrade, class component surgery, automatic batching fixes, and test
React18-Dep-Compatibility
React 18.3.1 and React 19 dependency compatibility matrix.
React18-Dep-Surgeon
Dependency upgrade specialist for React 16/17 → 18.3.1. Pins to 18.3.1 exactly (not 18.x latest). Upgrades RTL to v14, Apollo 3.8+, Emotion 11.10+, react-router v6. Detects and blocks on Enzyme (no Re
React18-Enzyme-To-Rtl
Provides exact Enzyme → React Testing Library migration patterns for React 18 upgrades. Use this skill whenever Enzyme tests need to be rewritten - shallow, mount, wrapper.find(), wrapper.simulate(),
React18-Legacy-Context
Provides the complete migration pattern for React legacy context API (contextTypes, childContextTypes, getChildContext) to the modern createContext API. Use this skill whenever migrating legacy contex
React18-Lifecycle-Patterns
Provides exact before/after migration patterns for the three unsafe class component lifecycle methods - componentWillMount, componentWillReceiveProps, and componentWillUpdate - targeting React 18.3.1.
React18-String-Refs
Provides exact migration patterns for React string refs (ref="name" + this.refs.name) to React.createRef() in class components. Use this skill whenever migrating string ref usage - including single el
React18-Test-Guardian
Test suite fixer and verifier for React 16/17 → 18.3.1 migration. Handles RTL v14 async act() changes, automatic batching test regressions, StrictMode double-invoke count updates, and Enzyme → RTL rew
React19-Auditor
Deep-scan specialist that identifies every React 19 breaking change and deprecated pattern across the entire codebase. Produces a prioritized migration report at .github/react19-audit.md. Reads everyt
React19-Commander
Master orchestrator for React 19 migration. Invokes specialist subagents in sequence - auditor, dep-surgeon, migrator, test-guardian - and gates advancement between steps. Uses memory to track migrati
React19-Concurrent-Patterns
Preserve React 18 concurrent patterns and adopt React 19 APIs (useTransition, useDeferredValue, Suspense, use(), useOptimistic, Actions) during migration.
React19-Dep-Surgeon
Dependency upgrade specialist. Installs React 19, resolves all peer dependency conflicts, upgrades testing-library, Apollo, and Emotion. Uses memory to log each upgrade step. Returns GO/NO-GO to the c
React19-Migrator
Source code migration engine. Rewrites every deprecated React pattern to React 19 APIs - forwardRef, defaultProps, ReactDOM.render, legacy context, string refs, useRef(). Uses memory to checkpoint pro
React19-Source-Patterns
Reference for React 19 source-file migration patterns, including API changes, ref handling, and context updates.
React19-Test-Guardian
Test suite fixer and verification specialist. Migrates all test files to React 19 compatibility and runs the suite until zero failures. Uses memory to track per-file fix progress and failure history.
React19-Test-Patterns
Provides before/after patterns for migrating test files to React 19 compatibility, including act() imports, Simulate removal, and StrictMode call count changes.
Readme-Blueprint-Generator
Intelligent README.md generation prompt that analyzes project documentation structure and creates comprehensive repository documentation. Scans .github/copilot directory files and copilot-instructions
Reepl-Linkedin
AI-powered LinkedIn content creation, scheduling, and analytics agent. Create posts, carousels, and manage your LinkedIn presence with GitHub Copilot.
Refactor
Surgical code refactoring to improve maintainability without changing behavior. Covers extracting functions, renaming variables, breaking down god functions, improving type safety, eliminating code sm
Refactor-Method-Complexity-Reduce
Refactor given method `${input:methodName}` to reduce its cognitive complexity to `${input:complexityThreshold}` or below, by extracting helper methods.
Refactor-Plan
Create a concrete plan before starting a multi-file refactor. Use when the user asks to plan, sequence, scope, or safely execute a refactor across multiple files; always investigate first, output the
Refine Requirement or Issue
Refine the requirement or issue with Acceptance Criteria, Technical Considerations, Edge Cases, and NFRs
Remember
Transforms lessons learned into domain-organized memory instructions (global or workspace). Syntax: `/remember [>domain [scope]] lesson clue` where scope is `global` (default), `user`, `workspace`, or
Remember-Interactive-Programming
A micro-prompt that reminds the agent that it is an interactive programmer. Works great in Clojure when Copilot has access to the REPL (probably via Backseat Driver). Will work with any system that ha
Repo Architect Agent
Bootstraps and validates agentic project structures for GitHub Copilot (VS Code) and OpenCode CLI workflows. Run after `opencode /init` or VS Code Copilot initialization to scaffold proper folder hier
Repo-Story-Time
Generate a comprehensive repository summary and narrative story from commit history
Resemble-Detect
Deepfake detection and media safety — detect AI-generated audio, images, video, and text, trace synthesis sources, apply watermarks, verify speaker identity, and analyze media intelligence using Resem
Review-And-Refactor
Review and refactor code in your project according to defined instructions
Reviewing-Oracle-To-Postgres-Migration
Identifies Oracle-to-PostgreSQL migration risks by cross-referencing code against known behavioral differences (empty strings, refcursors, type coercion, sorting, timestamps, concurrent transactions,
Rhino3D-Scripts
Authoring and debugging scripts for Rhinoceros 3D (Rhino 8 and later). Use when asked to write RhinoScript (VBScript / .rvb / .vbs), RhinoPython, or RhinoCommon-based scripts; automate Rhino modeling
Roundup
Generate personalized status briefings on demand. Pulls from your configured data sources (GitHub, email, Teams, Slack, and more), synthesizes across them, and drafts updates in your own communication
Roundup-Setup
Interactive onboarding that learns your communication style, audiences, and data sources to configure personalized status briefings. Paste in examples of updates you already write, answer a few questi
Ruby MCP Expert
Expert assistance for building Model Context Protocol servers in Ruby using the official MCP Ruby SDK gem with Rails integration.
Ruby-Mcp-Server
Best practices and patterns for building Model Context Protocol (MCP) servers in Ruby using the official MCP Ruby SDK gem.
Ruby-Mcp-Server-Generator
Generate a complete Model Context Protocol server project in Ruby using the official MCP Ruby SDK gem.
Ruby-On-Rails
Ruby on Rails coding conventions and guidelines
Ruff-Recursive-Fix
Run Ruff checks with optional scope and rule overrides, apply safe and unsafe autofixes iteratively, review each change, and resolve remaining findings with targeted edits or user decisions.
RUG
Pure orchestration agent that decomposes requests, delegates all work to subagents, validates outcomes, and repeats until complete.
Rust
Rust programming language coding conventions and best practices
Rust MCP Expert
Expert assistant for Rust MCP server development using the rmcp SDK with tokio async runtime
Rust-Mcp-Server
Best practices for building Model Context Protocol servers in Rust using the official rmcp SDK with async/await patterns
Rust-Mcp-Server-Generator
Generate a complete Rust Model Context Protocol server project with tools, prompts, resources, and tests using the official rmcp SDK
Salesforce Apex & Triggers Development
Implement Salesforce business logic using Apex classes and triggers with production-quality code following Salesforce best practices.
Salesforce Expert Agent
Provide expert Salesforce Platform guidance, including Apex Enterprise Patterns, LWC, integration, and Aura-to-LWC migration.
Salesforce Flow Development
Implement business automation using Salesforce Flow following declarative automation best practices.
Salesforce UI Development (Aura & LWC)
Implement Salesforce UI components using Lightning Web Components and Aura components following Lightning framework best practices.
Salesforce Visualforce Development
Implement Visualforce pages and controllers following Salesforce MVC architecture and best practices.
Salesforce-Apex-Quality
Apex code quality guardrails for Salesforce development. Enforces bulk-safety rules (no SOQL/DML in loops), sharing model requirements, CRUD/FLS security, SOQL injection prevention, PNB test coverage
Salesforce-Component-Standards
Quality standards for Salesforce Lightning Web Components (LWC), Aura components, and Visualforce pages. Covers SLDS 2 compliance, accessibility (WCAG 2.1 AA), data access pattern selection, component
Salesforce-Flow-Design
Salesforce Flow architecture decisions, flow type selection, bulk safety validation, and fault handling standards. Use this skill when designing or reviewing Record-Triggered, Screen, Autolaunched, Sc
Sandbox-Npm-Install
Install npm packages in a Docker sandbox environment. Use this skill whenever you need to install, reinstall, or update node_modules inside a container where the workspace is mounted via virtiofs. Nat
Sast-Sca-Security-Analyzer
Use when: performing SAST (Static Application Security Testing), SCA (Software Composition Analysis), scanning source code or binaries for security flaws, auditing third-party dependency vulnerabiliti
Scaffolding-Oracle-To-Postgres-Migration-Test-Project
Scaffolds an xUnit integration test project for validating Oracle-to-PostgreSQL database migration behavior in .NET solutions. Creates the test project, transaction-rollback base class, and seed data
Scala-Spark
Best practices for building Apache Spark applications in Scala, covering DataFrames, Datasets, SparkSQL, performance tuning, testing, and production deployment patterns.
Scala2
Scala 2.12/2.13 programming language coding conventions and best practices following Databricks style guide for functional programming, type safety, and production code quality.
Scientific Paper Research
Research agent that searches scientific papers and retrieves structured experimental data from full-text studies using the BGPT MCP server.
Scoutqa-Test
This skill should be used when the user asks to "test this website", "run exploratory testing", "check for accessibility issues", "verify the login flow works", "find bugs on this page", or requests a
Screen-Recording
Create annotated animated GIF demos and screen recordings for pull requests and documentation. Covers frame capture, timing, imageio-based GIF creation, and per-frame annotation workflows.
SE: Architect
System architecture review specialist with Well-Architected frameworks, design validation, and scalability analysis for AI and distributed systems
SE: DevOps/CI
DevOps specialist for CI/CD pipelines, deployment debugging, and GitOps workflows focused on making deployments boring and reliable
SE: Product Manager
Product management guidance for creating GitHub issues, aligning business value with user needs, and making data-driven product decisions
SE: Responsible AI
Responsible AI specialist ensuring AI works for everyone through bias prevention, accessibility compliance, ethical development, and inclusive design
SE: Security
Security-focused code review specialist with OWASP Top 10, Zero Trust, LLM security, and enterprise security standards
SE: Tech Writer
Technical writing specialist for creating developer documentation, technical blogs, tutorials, and educational content
SE: UX Designer
Jobs-to-be-Done analysis, user journey mapping, and UX research artifacts for Figma and design workflows
Search & AI Optimization Expert
Expert guidance for modern search optimization: SEO, Answer Engine Optimization (AEO), and Generative Engine Optimization (GEO) with AI-ready content strategies
Secret-Scanning
Guide for configuring and managing GitHub secret scanning, push protection, custom patterns, and secret alert remediation. For pre-commit secret scanning in AI coding agents via the GitHub MCP Server,
Security-And-Owasp
Comprehensive secure coding standards based on OWASP Top 10 2025, with 55+ anti-patterns, detection regex, framework-specific fixes for modern web and backend frameworks, and AI/LLM security guidance.
Security-Review
AI-powered codebase security scanner that reasons about code like a security researcher — tracing data flows, understanding component interactions, and catching vulnerabilities that pattern-matching t
Self-Explanatory-Code-Commenting
Guidelines for GitHub Copilot to write comments to achieve self-explanatory code with less comments. Examples are in JavaScript but it should work on any language that has comments.
Semantic-Kernel
Create, update, refactor, explain, or review Semantic Kernel solutions using shared guidance plus language-specific references for .NET and Python.
Senior Cloud Architect
Expert in modern architecture design patterns, NFR requirements, and creating comprehensive architectural diagrams and documentation
Setup-My-Iq
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Shell
Shell scripting best practices and conventions for bash, sh, zsh, and other shells
Shopify Expert
Expert Shopify development assistant specializing in theme development, Liquid templating, app development, and Shopify APIs
Shuffle-Json-Data
Shuffle repetitive JSON objects safely by validating schema consistency before randomising entries.
Slang-Shader-Engineer
Use when working with Slang shaders, shader modules, HLSL-compatible GPU code, graphics pipelines, compute shaders, tessellation, ray tracing, parameter blocks, generics, interfaces, capabilities, cro
Snowflake-Semanticview
Create, alter, and validate Snowflake semantic views using Snowflake CLI (snow). Use when asked to build or troubleshoot semantic views/semantic layer definitions with CREATE/ALTER SEMANTIC VIEW, to v
Software Engineer Agent
Expert-level software engineering agent. Deliver production-ready, maintainable code. Execute systematically and specification-driven. Document comprehensively. Operate autonomously and adaptively.
Spec-Driven-Workflow-V1
Specification-Driven Workflow v1 provides a structured approach to software development, ensuring that requirements are clearly defined, designs are meticulously planned, and implementations are thoro
Specification
Generate or update specification documents for new or existing functionality.
Sponsor-Finder
Find which of a GitHub repository's dependencies are sponsorable via GitHub Sponsors. Uses deps.dev API for dependency resolution across npm, PyPI, Cargo, Go, RubyGems, Maven, and NuGet. Checks npm fu
Spring-Boot-Testing
Expert Spring Boot 4 testing specialist that selects the best Spring Boot testing techniques for your situation with Junit 6 and AssertJ.
Springboot
Guidelines for building Spring Boot base applications
Springboot-4-Migration
Comprehensive guide for migrating Spring Boot applications from 3.x to 4.0, focusing on Gradle Kotlin DSL and version catalogs
Sql-Code-Review
Universal SQL code review assistant that performs comprehensive security, maintainability, and code quality analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle). Focuses on SQL in
Sql-Optimization
Universal SQL performance optimization assistant for comprehensive query tuning, indexing strategies, and database performance analysis across all SQL databases (MySQL, PostgreSQL, SQL Server, Oracle)
Sql-Server-Table-Reconciliation
Use when: comparing SQL Server tables across instances, data migration validation, ETL verification, row mismatch detection, schema drift, reconciliation report, production vs staging comparison. Uses
Sql-Sp-Generation
Guidelines for generating SQL statements and stored procedures
Ssma-Console
Use when: SSMA console operations — create project, generate assessment report, convert schema, migrate data, Oracle to SQL Server migration, schema conversion, data migration
Stackhawk-Security-Onboarding
Automatically set up StackHawk security testing for your repository with generated configuration and GitHub Actions workflow
Structured-Autonomy-Generate
Structured Autonomy Implementation Generator Prompt
Structured-Autonomy-Implement
Structured Autonomy Implementation Prompt
Structured-Autonomy-Plan
Structured Autonomy Planning Prompt
Suggest-Awesome-Github-Copilot-Agents
Suggest relevant GitHub Copilot Custom Agents files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing custom agents in this re
Suggest-Awesome-Github-Copilot-Instructions
Suggest relevant GitHub Copilot instruction files from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing instructions in this repos
Suggest-Awesome-Github-Copilot-Skills
Suggest relevant GitHub Copilot skills from the awesome-copilot repository based on current repository context and chat history, avoiding duplicates with existing skills in this repository, and identi
Svelte
Svelte 5 and SvelteKit development standards and best practices for component-based user interfaces and full-stack applications
SWE
Senior software engineer subagent for implementation tasks: feature development, debugging, refactoring, and testing.
Swift MCP Expert
Expert assistance for building Model Context Protocol servers in Swift using modern concurrency features and the official MCP Swift SDK.
Swift-Mcp-Server
Best practices and patterns for building Model Context Protocol (MCP) servers in Swift using the official MCP Swift SDK package.
Swift-Mcp-Server-Generator
Generate a complete Model Context Protocol server project in Swift using the official MCP Swift SDK package.
Tailwind-V4-Vite
Tailwind CSS v4+ installation and configuration for Vite projects using the official @tailwindcss/vite plugin
Taming-Copilot
Prevent Copilot from wreaking havoc across your codebase, keeping it under control.
Tanstack-Start-Shadcn-Tailwind
Guidelines for building TanStack Start applications
Task Planner Instructions
Task planner for creating actionable implementation plans - Brought to you by microsoft/edge-ai
Task Researcher Instructions
Task research specialist for comprehensive project analysis - Brought to you by microsoft/edge-ai
Task-Implementation
Instructions for implementing task plans with progressive tracking and change record - Brought to you by microsoft/edge-ai
Tasksync
TaskSync V5 - Allows you to give the agent new instructions or feedback after completing a task using terminal while agent is running.
TaxCore Technical Writer
A domain-expert technical writer for the TaxCore electronic fiscal invoicing ecosystem. Use this agent to create, improve, or review documentation for TaxCore applications — including the Secure Eleme
TDD Green Phase - Make Tests Pass Quickly
Implement minimal code to satisfy GitHub issue requirements and make failing tests pass without over-engineering.
TDD Red Phase - Write Failing Tests First
Guide test-first development by writing failing tests that describe desired behaviour from GitHub issue context before implementation exists.
TDD Refactor Phase - Improve Quality & Security
Improve code quality, apply security best practices, and enhance design whilst maintaining green tests and GitHub issue compliance.
Technical Debt Remediation Plan
Generate technical debt remediation plans for code, tests, and documentation.
Technical spike research mode
Systematically research and validate technical spike documents through exhaustive investigation and controlled experimentation.
Technical-Content-Evaluator
Elite technical content editor and curriculum architect for evaluating technical training materials, documentation, and educational content. Reviews for technical accuracy, pedagogical excellence, con
Technical-Job-Search
Use this skill when a software engineer asks for help with job search tasks: parsing or analyzing a job description, tailoring a CV/resume, writing a cover letter, evaluating a job offer, or drafting
Technology-Stack-Blueprint-Generator
Comprehensive technology stack blueprint generator that analyzes codebases to create detailed architectural documentation. Automatically detects technology stacks, programming languages, and implement
Terminal-Helper
Fast terminal syntax and command helper for PowerShell and Bash
Terraform Agent
Terraform infrastructure specialist with automated HCP Terraform workflows. Leverages Terraform MCP server for registry integration, workspace management, and run orchestration. Generates compliant co
Terraform IaC Reviewer
Terraform-focused agent that reviews and creates safer IaC changes with emphasis on state safety, least privilege, module patterns, drift detection, and plan/apply discipline
Terraform-Aws-Implement
Act as an AWS Terraform Infrastructure as Code coding specialist that creates and reviews Terraform for AWS resources.
Terraform-Aws-Planning
Act as implementation planner for your AWS Terraform Infrastructure as Code task.
Terraform-Azure
Create or modify solutions built using Terraform on Azure.
Terraform-Azurerm-Set-Diff-Analyzer
Analyze Terraform plan JSON output for AzureRM Provider to distinguish between false-positive diffs (order-only changes in Set-type attributes) and actual resource changes. Use when reviewing terrafor
Terraform-Sap-Btp
Terraform conventions and guidelines for SAP Business Technology Platform (SAP BTP).
Terratest Module Testing
Generate and refactor Go Terratest suites for Terraform modules, including CI-safe patterns, staged tests, and negative-path validation.
Thinking Beast Mode
A transcendent coding agent with quantum cognitive architecture, adversarial intelligence, and unrestricted creative freedom.
Threat-Model-Analyst
Full STRIDE-A threat model analysis and incremental update skill for repositories and systems. Supports two modes: (1) Single analysis — full STRIDE-A threat model of a repository, producing architect
Tiny-Stepping
Incremental development workflow that makes the smallest meaningful change per step and pauses for feedback, so the direction gets validated early before continuing. Use for careful, iterative impleme
Tldr-Prompt
Create tldr summaries for GitHub Copilot files (prompts, agents, instructions, collections), MCP servers, or documentation from URLs and queries.
Transloadit-Media-Processing
Process media files (video, audio, images, documents) using Transloadit. Use when asked to encode video to HLS/MP4, generate thumbnails, resize or watermark images, extract audio, concatenate clips, a
TypeScript MCP Server Expert
Expert assistant for developing Model Context Protocol (MCP) servers in TypeScript
Typescript-Mcp-Server
Instructions for building Model Context Protocol (MCP) servers using the TypeScript SDK
Typescript-Mcp-Server-Generator
Generate a complete MCP server project in TypeScript with tools, resources, and proper configuration
Typespec-Api-Operations
Add GET, POST, PATCH, and DELETE operations to a TypeSpec API plugin with proper routing, parameters, and adaptive cards
Typespec-Create-Agent
Generate a complete TypeSpec declarative agent with instructions, capabilities, and conversation starters for Microsoft 365 Copilot
Typespec-Create-Api-Plugin
Generate a TypeSpec API plugin with REST operations, authentication, and Adaptive Cards for Microsoft 365 Copilot
Typespec-M365-Copilot
Guidelines and best practices for building TypeSpec-based declarative agents and API plugins for Microsoft 365 Copilot
Ui-Screenshots
Capture screenshots of web apps during development using Playwright and PIL. Supports full-page captures, interactive states, and an iterate-on-crop workflow that avoids slow re-screenshots.
Unit-Test-Vue-Pinia
Write and review unit tests for Vue 3 + TypeScript + Vitest + Pinia codebases. Use when creating or updating tests for components, composables, and stores; mocking Pinia with createTestingPinia; apply
Universal Janitor
Perform janitorial tasks on any codebase including cleanup, simplification, and tech debt remediation.
Universal PR Comment Addresser
Address PR comments
Update-Avm-Modules-In-Bicep
Update Azure Verified Modules (AVM) to latest versions in Bicep files.
Update-Code-From-Shorthand
Shorthand code will be in the file provided from the prompt or raw data in the prompt, and will be used to update the code file when the prompt has the text `UPDATE CODE FROM SHORTHAND`.
Update-Docs-On-Code-Change
Automatically update README.md and documentation files when application code changes require documentation updates
Update-Implementation-Plan
Update an existing implementation plan file with new or update requirements to provide new features, refactoring existing code or upgrading packages, design, architecture or infrastructure.
Update-Llms
Update the llms.txt file in the root folder to reflect changes in documentation or specifications following the llms.txt specification at https://llmstxt.org/
Update-Markdown-File-Index
Update a markdown file section with an index/table of files from a specified folder.
Update-Specification
Update an existing specification file for the solution, optimized for Generative AI consumption based on new requirements or updates to any existing code.
Use-Cliche-Data-In-Docs
Ensure documentation and examples use only generic, cliche placeholder data — never real or sensitive data sourced from local scripts, configuration, task files, or prompt context.
Vardoger-Analyze
Use when the user asks to personalize the GitHub Copilot CLI assistant, adapt Copilot to their style, use vardoger, or analyze their Copilot CLI conversation history. Reads the local session directory
VS Code Insiders Accessibility Tracker
Specialized agent for tracking and analyzing accessibility improvements in VS Code Insiders builds
Vscode-Ext-Commands
Guidelines for contributing commands in VS Code extensions. Indicates naming convention, visibility, localization and other relevant attributes, following VS Code extension development guidelines, lib
Vscode-Ext-Localization
Guidelines for proper localization of VS Code extensions, following VS Code extension development guidelines, libraries and good practices
Vsixtoolkit
Guidelines for Visual Studio extension (VSIX) development using Community.VisualStudio.Toolkit
Vue
Comprehensive Vue 3 development standards and best practices: Composition API, `<script setup>`, the full reactivity system, compiler macros (defineModel/defineSlots/defineOptions), built-in component
Web-Design-Reviewer
This skill enables visual inspection of websites running locally or remotely to identify and fix design issues. Triggers on requests like "review website design", "check the UI", "fix the layout", "fi
WG Code Alchemist
Ask WG Code Alchemist to transform your code with Clean Code principles and SOLID design
WG Code Sentinel
Ask WG Code Sentinel to review your code for security issues.
What-Context-Needed
Ask Copilot what files it needs to see before answering a question
WinForms Expert
Support development of .NET (OOP) WinForms Designer compatible Apps.
Winmd-Api-Search
Find and explore Windows desktop APIs. Use when building features that need platform capabilities — camera, file access, notifications, UI controls, AI/ML, sensors, networking, etc. Discovers the righ
Winui3
WinUI 3 and Windows App SDK coding guidelines. Prevents common UWP API misuse, enforces correct XAML namespaces, threading, windowing, and MVVM patterns for desktop Windows apps.
Winui3-Migration-Guide
UWP-to-WinUI 3 migration reference. Maps legacy UWP APIs to correct Windows App SDK equivalents with before/after code snippets. Covers namespace changes, threading (CoreDispatcher to DispatcherQueue)
Workiq-Copilot
Guides the Copilot CLI on how to use the WorkIQ CLI/MCP server to query Microsoft 365 Copilot data (emails, meetings, docs, Teams, people) for live context, summaries, and recommendations.
Write-Coding-Standards-From-File
Write a coding standards document for a project using the coding styles from the file(s) and/or folder(s) passed as arguments in the prompt.
AI 工程师
精通机器学习模型开发与部署的 AI 工程专家，擅长从数据处理到模型上线的全链路工程化，专注构建可靠、可扩展的 AI 系统。
AI 引文策略师
"AI 推荐引擎优化（AEO/GEO）专家，审计品牌在 ChatGPT、Claude、Gemini、Perplexity 等平台的可见性，分析竞品被引用的原因，提供提升 AI 引用率的内容优化方案。"
AI 数据修复工程师
"自愈数据管道专家——使用气隙隔离的本地 SLM 和语义聚类，自动检测、分类和修复大规模数据异常。专注于修复层：拦截坏数据、通过 Ollama 生成确定性修复逻辑，并保证零数据丢失。不是通用数据工程师——而是当你的数据出了问题且管道不能停的时候，出手的外科手术级专家。"
AI 治理政策专家
面向中国企业和机构的 AI 治理与合规专家，精通《生成式 AI 管理办法》、算法备案制度、深度合成管理规定、大模型安全评估流程及 AI 伦理审查机制，帮助组织构建符合中国监管要求的 AI 治理框架并落地执行。
API 测试员
专注于全面 API 验证、性能测试和质量保证的 API 测试专家，覆盖所有系统和第三方集成
Blender 插件工程师
Blender 工具专家——构建 Python 插件、资源验证器、导出工具和管线自动化，把重复的 DCC 工作变成可靠的一键流程
B站内容策略师
专注B站（哔哩哔哩）平台的中长视频内容策略专家，精通UP主运营、弹幕文化、社区生态、品牌合作、推荐算法，以及通过优质内容实现长期粉丝增长与商业变现。
CMS 开发者
Drupal 与 WordPress 专家，精通主题开发、自定义插件/模块、内容架构和代码优先的 CMS 实现。
DevOps 自动化师
精通基础设施自动化、CI/CD 流水线开发和云运维的 DevOps 专家
Discovery 教练
销售方法论专家，辅导团队掌握高阶 Discovery 技巧——问题设计、现状诊断、差距量化和通话结构，挖掘客户真正的购买动机。
Filament 优化专家
专精于重构和优化 Filament PHP 后台管理界面的专家，专注高影响力的结构性改造，而非表面调整，打造极致可用性与效率。
FP&A 分析师
专业财务规划与分析（FP&A）专家，精通预算编制、差异分析、财务规划、滚动预测和战略决策支持。在数字与业务叙事之间架起桥梁，驱动运营绩效和战略资源配置。
FPGA/ASIC 数字设计工程师
FPGA 与 ASIC 数字前端设计专家——精通 Verilog/SystemVerilog、VHDL、Vivado/Quartus、AXI/AHB 总线、时序收敛、Zynq/Intel SoC FPGA、高层次综合（HLS）。
Git 工作流大师
Git 工作流专家，精通分支策略、版本控制最佳实践，包括约定式提交、变基、工作树和 CI 友好的分支管理。
Godot Shader 开发者
Godot 4 视觉效果专家——精通 Godot 着色语言（类 GLSL）、VisualShader 编辑器、CanvasItem 和 Spatial shader、后处理及性能优化，面向 2D/3D 效果
Godot 多人游戏工程师
Godot 4 网络专家——精通 MultiplayerAPI、场景复制、ENet/WebRTC 传输、RPC 和权威模型，面向实时多人游戏
Godot 游戏脚本开发者
组合与信号完整性专家——精通 GDScript 2.0、C# 集成、节点式架构和类型安全信号设计，面向 Godot 4 项目
HR 入职管理专家
全面的 HR 入职管理专家，负责员工迎新、文档管理、合规追踪、福利登记、文化融入和新员工支持——打造从第一天到第一年的无缝入职体验，驱动留存率和生产力。
Instagram 策展师
Instagram 营销专家，适合出海营销场景。擅长视觉叙事、社区运营和多格式内容优化，打造品牌美学体系，驱动真实互动。
IoT 方案架构师
物联网端到端方案设计专家——精通设备接入（MQTT/CoAP/LwM2M）、边缘计算、云平台（AWS IoT/Azure IoT/阿里云 IoT）、OTA、设备管理、数据管道和安全体系。
Jira工作流管家
交付运营专家，执行Jira关联的Git工作流，确保提交可追溯、PR结构规范、分支策略安全可控。
LinkedIn 内容创作专家
专注于 LinkedIn 个人品牌打造和专业内容创作的策略师，深谙 LinkedIn 算法与社区文化，通过高质量内容为创始人、求职者、技术人和职场人带来真实的商业机会与人脉增长。
LSP 索引工程师
Language Server Protocol 专家，通过 LSP 客户端编排和语义索引构建统一的代码智能系统。
macOS Metal 空间工程师
原生 Swift 和 Metal 专家，构建高性能 3D 渲染系统和空间计算体验，覆盖 macOS 与 Vision Pro 平台
MCP 构建器
Model Context Protocol 开发专家，设计、构建和测试 MCP 服务器，通过自定义工具、资源和提示词扩展 AI 智能体能力。
Outbound 策略师
基于信号的 Outbound 专家，设计多渠道触达序列、定义 ICP、通过调研驱动的个性化开发 Pipeline——不靠量取胜，靠精准。
Pipeline 分析师
收入运营分析师，专精 Pipeline 健康诊断、单子速度分析、Forecast 准确度和数据驱动的销售辅导。将 CRM 数据转化为可行动的 Pipeline 情报，在风险变成丢掉的季度之前就把它暴露出来。
PPC 竞价策略师
资深付费搜索策略专家，擅长 Google Ads、Microsoft Advertising 和 Amazon Ads 的大规模账户架构、预算分配和出价策略，能驾驭月花 1 万到 1000 万的账户。
Reddit Cultivator — Reddit 社区耕耘者
Reddit 营销专家，适合出海营销场景。深谙 Reddit 社区文化，通过真实参与、价值输出和长期关系建设来塑造品牌口碑。
Reddit 社区运营
Reddit 营销专家，适合出海营销场景。深谙 Reddit 社区文化，通过真实参与、价值输出和长期关系建设来塑造品牌口碑。
Roblox 体验设计师
Roblox 平台用户体验与变现专家——精通参与循环设计、DataStore 驱动的进度系统、Roblox 变现系统（通行证、开发者产品、UGC）以及玩家留存
Roblox 系统脚本工程师
Roblox 平台工程专家——精通 Luau、客户端-服务端安全模型、RemoteEvent/RemoteFunction、DataStore 和模块架构，面向可扩展的 Roblox 体验
Roblox 虚拟形象创作者
Roblox UGC 与虚拟形象管线专家——精通 Roblox 虚拟形象系统、UGC 物品制作、配件绑定、纹理标准和 Creator Marketplace 提交流程
Salesforce 架构师
Salesforce 平台的解决方案架构——多云设计、集成模式、Governor Limits、部署策略和数据模型治理，适用于企业级组织
SEO专家
搜索引擎优化策略师，精通技术SEO、内容优化、外链权重建设和自然搜索增长，通过数据驱动的搜索策略实现可持续的流量增长。
Solidity 智能合约工程师
精通 EVM 智能合约架构、Gas 优化、可升级代理模式、DeFi 协议开发和安全优先合约设计的 Solidity 开发专家，覆盖 Ethereum 及 L2 链。
Sprint 排序师
精通需求优先级排序和 Sprint 规划的产品专家，用框架和数据替代拍脑袋，确保团队永远在做最有价值的事。
SRE (站点可靠性工程师)
站点可靠性工程专家，精通 SLO、错误预算、可观测性、混沌工程和减少重复劳动，守护大规模生产系统的稳定性。
TikTok 策略师
TikTok 营销专家，适合出海营销场景。擅长病毒式内容创作、算法优化和社区运营，精通 TikTok 独特的文化生态和玩法。
Twitter 互动官
Twitter 营销专家，适合出海营销场景。擅长实时互动、思想领袖建设和社区驱动增长，通过真实对话建立品牌影响力。
UI 设计师
精通视觉设计系统、组件库和像素级界面创建的 UI 设计专家。创建美观、一致、无障碍的用户界面，增强用户体验并体现品牌形象
Unity Shader Graph 美术师
视觉效果与材质专家——精通 Unity Shader Graph、HLSL、URP/HDRP 渲染管线和自定义渲染 Pass，打造实时视觉效果
Unity 多人游戏工程师
联网游戏专家——精通 Netcode for GameObjects、Unity Gaming Services（Relay/Lobby）、客户端-服务端权威、延迟补偿和状态同步
Unity 架构师
数据驱动模块化专家——精通 ScriptableObject、解耦系统和单一职责组件设计，面向可扩展的 Unity 项目
Unity 编辑器工具开发者
Unity 编辑器自动化专家——精通自定义 EditorWindow、PropertyDrawer、AssetPostprocessor、ScriptedImporter 和管线自动化，每周为团队节省数小时
Unreal 世界构建师
开放世界与环境专家——精通 UE5 World Partition、Landscape、程序化植被、HLOD 和大规模关卡流式加载，打造无缝开放世界体验
Unreal 多人游戏架构师
Unreal Engine 网络专家——精通 Actor 复制、GameMode/GameState 架构、服务端权威玩法、网络预测和 UE5 专用服务器配置
Unreal 技术美术
Unreal Engine 视觉管线专家——精通材质编辑器、Niagara 特效、程序化内容生成和 UE5 项目的美术到引擎管线
Unreal 系统工程师
性能与混合架构专家——精通 C++/Blueprint 边界、Nanite 几何体、Lumen GI 和 Gameplay Ability System，面向 AAA 级 Unreal Engine 项目
UX 架构师
技术架构与 UX 专家，给开发者提供扎实的基础设施——CSS 体系、布局框架、清晰的实现指引。
UX 研究员
专精用户行为分析、可用性测试和数据驱动设计洞察的用户体验研究专家。提供可落地的研究发现，提升产品可用性和用户满意度
visionOS 空间工程师
原生 visionOS 空间计算、SwiftUI 体积式界面和 Liquid Glass 设计实现
XR 座舱交互专家
专注设计和开发 XR 环境中沉浸式座舱控制系统
XR 沉浸式开发者
WebXR 和沉浸式技术专家，专注浏览器端 AR/VR/XR 应用开发
XR 界面架构师
空间交互设计师和沉浸式 AR/VR/XR 环境的界面策略专家
ZK 管家
秉承 Niklas Luhmann 卡片盒笔记法精神的知识库管家。默认视角为 Luhmann；按任务切换领域专家（Feynman、Munger、Ogilvy 等）。强制原子笔记、连接性和验证闭环。适用于知识库建设、笔记链接、复杂任务分解和跨领域决策支持。
上位机工程师
Qt/QML 桌面上位机开发专家——精通 Qt Widgets/Quick、QSerialPort 串口、Modbus/CAN/TCP 工业协议、QChart/QCustomPlot 实时数据可视化，以及与 STM32/ESP32 等下位机的协议对接和跨平台打包部署。
中国市场本地化策略师
全栈中国市场本地化专家，将实时趋势信号转化为可执行的上市策略，覆盖抖音、小红书、微信、B站等全平台
中国电商运营专家
覆盖淘宝、天猫、拼多多、京东生态的全平台电商运营专家，深耕商品上架优化、直播带货、店铺运营、618/双11大促及跨平台策略。
产品经理
全局型产品负责人，掌控产品全生命周期——从需求发现、战略规划到路线图制定、干系人对齐、GTM 落地与结果度量。在商业目标、用户需求与技术现实之间架起桥梁，确保在正确的时间交付正确的产品。
人类学家
文化体系、仪式、亲属关系、信仰系统和民族志方法专家——构建有生活气息而非凭空捏造的、文化上连贯自洽的社会
付费媒体审计师
系统化评估 Google Ads、Microsoft Ads 和 Meta 广告账户的全方位审计专家，覆盖账户结构、追踪、出价、创意、受众和竞争定位等 200+ 检查点，输出可执行的审计报告。
代码审查员
专业代码审查专家，提供建设性、可操作的反馈，聚焦正确性、可维护性、安全性和性能，而非代码风格偏好。
代码库入职引导工程师
专业的开发者入职引导专家，帮助新工程师快速理解陌生代码库，通过阅读源码、追踪代码路径，只陈述基于代码的事实。
企业培训课程设计师
专注企业培训体系搭建与课程开发的专家，精通培训需求分析、教学设计方法论、混合式学习方案设计、内训师培养、领导力发展项目以及培训效果评估与持续优化。
企业风险评估师
面向中国企业的全面风险管理专家，精通国企风控体系建设、内控合规（COSO 框架本土化）、审计整改、ESG 风险管理及供应链风险评估，帮助企业构建系统化的风险识别、评估与应对机制，提升组织韧性。
会议效率专家
面向中国企业的会议管理与效率提升专家，精通飞书、钉钉、腾讯会议等协作平台，擅长会议纪要撰写、行动项追踪、议程设计、OKR 周会组织及跨时区会议协调，帮助团队将会议从"时间黑洞"变为"决策引擎"。
供应商评估专家
专注供应商全生命周期管理的采购策略专家，擅长供应商筛选与评分、验厂审核、质量管理体系搭建、账期与成本谈判，帮助企业在1688等采购平台上建立稳定可靠的供应商体系。
供应链采购策略师
专业的供应链管理与采购策略专家，精通供应商开发与管理、战略采购、质量管控和供应链数字化。立足中国制造业生态，帮助企业构建高效、韧性、可持续的供应链体系。
信贷经理助手
综合信贷经理助手，涵盖借款人接待、资格预审、文件收集、流水线管理、合规追踪、利率报价和过户协调，适用于住宅、商业和消费信贷。
关卡设计师
空间叙事与节奏流程专家——精通布局理论、节奏架构、遭遇战设计和环境叙事，跨引擎通用
养殖档案核对员
核对畜禽养殖档案 Excel 与生产日报，按子表独立审计兽药、饲料、诊疗、免疫、生产记录等错填漏填，FIFO 复核批号，输出可直接整改的中文问题表述。
内容创作者
擅长多平台内容策划与创作的内容专家，能在不同渠道用不同语言讲同一个好故事，让每一篇内容都带来可衡量的价值。
最小变更工程师
专注于最小可行差异的工程专家——只修复被要求的内容，拒绝范围蔓延，宁可写三行相似代码也不做过早抽象。这种纪律性能防止 bug 修复 PR 变成重构雪崩。
制度文件撰写专家
精通中国数据合规法律体系的企业制度文件撰写专家，擅长内部管理制度、隐私政策、用户协议等法律文书起草，深谙《个人信息保护法》《数据安全法》《网络安全法》三法合规要求，帮助企业构建完整的合规制度体系。
前端开发者
精通现代 Web 技术、React/Vue/Angular 框架、UI 实现和性能优化的前端开发专家
动态定价策略师
专注电商动态定价与促销策略的价格优化专家，精通淘宝、京东、拼多多等平台的价格机制、大促定价规则、竞品价格监控和利润最大化策略，帮助商家在激烈的价格战中实现利润与销量的最优平衡。
包容性视觉专家
专注于消除 AI 生成图像中的系统性偏见，确保生成的人物图像和视频在文化、肤色、体型等方面真实、有尊严、不刻板。
区块链安全审计师
专注智能合约漏洞检测、形式化验证、漏洞利用分析和审计报告编写的安全审计专家，服务于 DeFi 协议和区块链应用。
医疗健康营销合规师
深耕中国医疗健康行业营销合规的专家，精通《广告法》《医疗广告管理办法》《药品管理法》等法规，覆盖药品、医疗器械、医美、保健品、互联网医疗等细分领域的营销合规审查、内容风控、平台规则解读及患者隐私保护，帮助企业在合法合规的前提下高效开展健康营销。
医疗客服专家
富有同理心的医疗客服专家，负责患者支持、账单查询、预约管理、保险问题、投诉处理，以及向临床或行政人员的无缝转接。
历史学家
历史分析、分期、物质文化和史学方法专家——验证历史一致性，以扎根于一手和二手资料的真实时代细节丰富设定
反馈分析师
专注用户反馈收集、分类和洞察提炼的产品分析专家，把碎片化的用户声音变成可执行的产品改进建议。
发票管理专家
专注中国企业发票全生命周期管理的财税专家，精通增值税专用发票与普通发票管理、金税系统操作、电子发票推广、三单匹配、报销审批和税务合规，帮助企业实现发票管理的规范化和数字化。
叙事学家
叙事理论、故事结构、人物弧线和文学分析专家——基于从普罗普到坎贝尔再到现代叙事学的成熟框架提供建议
叙事设计师
故事系统与对话架构师——精通 GDD 对齐的叙事设计、分支对话、世界观架构和环境叙事，跨引擎通用
合同审查专家
精通中国《民法典》合同编及商业合同实务的法律专家，擅长合同风险识别、条款审查与修改建议，熟悉电子签章、争议解决机制、违约金条款设计，帮助企业在商业交易中有效防控法律风险。
合规审计师
专业技术合规审计师，擅长 SOC 2、ISO 27001、HIPAA 和 PCI-DSS 审计——从就绪评估、证据收集到认证全流程。
后端架构师
资深后端架构师，专精可扩展系统设计、数据库架构、API 开发和云基础设施。构建健壮、安全、高性能的服务端应用和微服务。
品牌守护者
专精品牌形象开发、一致性维护和战略品牌定位的品牌策略师和品牌守护专家
售前工程师
资深售前工程师，专精技术 Discovery、Demo 设计、POC 执行、竞争技术定位，擅长将产品能力转化为业务成果。在单子进入采购流程之前，先赢下技术决策。
图书联合作者
为创始人、专家和实操者提供战略性思想领袖力图书协作，将语音笔记、碎片化想法和定位策略转化为结构化的第一人称章节。
图像提示词工程师
精通摄影美学和 AI 图像生成的提示词专家，擅长把视觉概念转化为精准的文字描述，生成专业级摄影作品。
土木工程师
精通全球标准的土木与结构工程专家——覆盖 Eurocode、DIN、ACI、AISC、ASCE、AS/NZS、CSA、GB、IS、AIJ 等。专长领域包括结构分析、岩土设计、施工文件编制、建筑规范合规以及多标准国际项目协调。
地理学家
自然地理与人文地理、气候系统、制图学和空间分析专家——构建地理上连贯自洽的世界，使地形、气候、资源和聚落模式在科学上合理
基础设施运维师
专业的基础设施运维专家，专注系统可靠性、性能优化和技术运营管理。用安全、高性能、低成本的方式维护稳定可扩展的基础设施，撑住业务运转。
增长黑客
数据驱动的用户增长专家，擅长设计和执行低成本高回报的获客实验，用最小预算撬动最大增长。
威胁检测工程师
专精于 SIEM 规则开发、MITRE ATT&CK 覆盖度映射、威胁狩猎、告警调优和检测即代码流水线的安全运营检测工程专家。
学习规划师
面向中国考生和终身学习者的个性化学习规划专家，精通考研、考公、司法考试、CPA 等重大考试的备考策略，擅长运用费曼学习法、艾宾浩斯遗忘曲线、番茄钟等科学方法，帮助学习者制定高效的学习计划并持续优化。
安全工程师
专业应用安全工程师，专注于威胁建模、漏洞评估、安全代码审查、安全架构设计和事件响应，服务于现代 Web、API 和云原生应用。
实验追踪员
专注实验设计、执行追踪和数据驱动决策的项目管理专家，用科学方法管理 A/B 测试、功能实验和假设验证，拿数据说话而不是拍脑袋。
客户拓展策略师
售后客户拓展专家，擅长 Land-and-Expand 执行、干系人关系图谱、QBR 策划及净收入留存率管理。通过系统化扩展规划和多线程客户关系经营，将成交客户发展为长期平台合作。
客服响应者
专业的客户支持专家，提供卓越的客户服务、问题解决和用户体验优化。擅长多渠道支持、主动客户关怀，将支持互动转化为积极的品牌体验。
小红书专家
小红书营销专家，精通生活方式内容创作、趋势驱动策略和真实社区互动，擅长用审美叙事制造病毒式增长。
小红书运营专家
专注小红书平台的内容运营专家，擅长种草笔记创作、达人合作策略、爆款内容公式、以及通过数据驱动实现品牌在小红书的高效获客和口碑建设。
嵌入式 Linux 驱动工程师
嵌入式 Linux 内核驱动与 BSP 开发专家——精通 Linux 内核模块、设备树、Platform/I2C/SPI/USB 驱动框架、DMA、中断子系统、Yocto/Buildroot、U-Boot、交叉编译工具链。
嵌入式固件工程师
裸机和 RTOS 固件开发专家——精通 ESP32/ESP-IDF、PlatformIO、Arduino、ARM Cortex-M、STM32 HAL/LL、Nordic nRF5/nRF Connect SDK、FreeRTOS、Zephyr。
嵌入式测试工程师
嵌入式系统质量保障专家——精通硬件在环测试（HIL）、固件自动化测试、OTA 回归、EMC/ESD 测试规划、量产测试夹具设计、故障注入与可靠性验证。
工作室制片人
高级战略领导者，擅长创意与技术项目的统筹协调、资源分配和多项目组合管理，让创意方向和商业目标对齐，管好复杂的跨部门项目。
工作室运营
专注工作室日常效率、流程优化和资源协调的运营管理专家，让所有团队都有好用的工具和顺畅的流程，保证事情稳定推进。
工作流优化师
专注流程分析和优化的效率专家，通过消除瓶颈、精简流程和引入自动化，让团队干活更快、出错更少、人也更舒服。
工作流架构师
工作流设计专家，为每个系统、用户旅程和智能体交互绘制完整的工作流树——涵盖正常路径、所有分支条件、故障模式、恢复路径、交接契约和可观测状态，产出可直接用于构建的规格说明，让开发人员据此实现、QA 据此测试。
工具评估师
专注工具评测和选型的技术评估专家，通过全面的功能对比、性能测试和成本分析，帮团队选对工具、用好工具。
幕僚长
创始人和高管的首席协调者——过滤噪音、掌控流程、确保一致性、路由决策、将产出定位到最大影响处，让老板能清晰思考。
广告创意策略师
专注广告文案、RSA 优化、素材组设计和创意测试的付费媒体创意专家，横跨 Google、Meta、Microsoft 和程序化平台，用数据驱动说服力。
库存预测专家
专注需求预测与库存管理的供应链专家，擅长基于历史销售数据和市场趋势的精准需求预测、安全库存计算、补货策略优化，帮助企业在中国电商大促节奏下实现"不断货、不积压"的库存平衡。
应付账款智能体
自主支付处理专家，负责执行供应商付款、承包商发票和定期账单，支持加密货币、法币、稳定币等多种支付通道，通过 MCP 与 AI 智能体工作流集成。
应用商店优化师
应用商店营销专家，专注应用商店优化（ASO）、转化率优化和应用可发现性。
开发者布道师
专业开发者关系专家，擅长构建开发者社区、创作技术内容、优化开发者体验（DX），通过真实的工程参与驱动平台采用。连接产品团队、工程团队与外部开发者。
律所客户接案专家
全面的律所客户接案专家，负责潜在客户资质审核、案件信息收集、咨询预约安排、利益冲突筛查，以及提供律师就绪的接案摘要，覆盖所有业务领域和律所规模。
律所计费与工时专家
全面的律所计费与工时追踪专家，负责精准工时记录、发票生成、计费叙述撰写、应收账款管理、信托账户合规和计费分析——在保持客户关系和道德合规的同时最大化收入回收，适用于任何规模的律所和计费模式。
微信公众号管理
微信公众号运营专家，精通内容营销、用户互动和转化优化，擅长多格式内容和自动化工作流，把公众号做成品牌私域核心阵地。
微信公众号运营
专注微信生态的内容运营专家，精通公众号内容策略、社群运营、裂变增长、私域流量搭建和微信小程序运营。
微信小程序开发者
专注微信小程序全栈开发的工程专家，精通 WXML/WXSS/WXS、微信原生API、微信支付集成、订阅消息、云开发，擅长在微信生态内构建高性能、体验流畅的小程序应用。
微信视频号运营策略师
专注微信视频号生态的内容策略与增长运营专家，精通社交推荐机制、公众号/朋友圈/小程序/企微生态联动、视频号直播带货、短视频内容策划、私域引流闭环和创作者数据分析。
微博运营策略师
专注新浪微博平台的全域运营专家，精通热搜机制、超话运营、舆情管理、粉丝经济与微博广告投放，助力品牌在微博生态实现声量爆发与长效增长。
心理学家
人类行为、人格理论、动机和认知模式专家——基于临床和研究框架构建心理上可信的角色和互动
快手策略师
专注快手平台的短视频与直播电商策略专家，精通下沉市场用户运营、老铁社区文化、直播带货方法论、私域信任构建，以及快手与抖音的差异化打法。
快速原型师
专注于超快速概念验证开发和 MVP 创建，使用高效工具和框架快速实现想法验证。
性能基准师
专注系统性能测试和容量规划的性能工程专家，用数据找到性能瓶颈，用基准测试证明优化效果。
房地产经纪助手
综合房地产经纪人助手，涵盖买方代理、卖方代理、房源管理、报价谈判、交易协调和过户支持，提供从首次看房到最终过户的世界级客户体验，适用于住宅和投资房地产。
技术文档工程师
专精于开发者文档、API 参考、README 和教程的技术写作专家。把复杂的工程概念转化为清晰、准确、开发者真正会读也用得上的文档。
技术美术
美术到引擎管线专家——精通 shader、VFX 系统、LOD 管线、性能预算和跨引擎资源优化
技术翻译专家
专注于技术领域的中英文双向翻译，精通编程、AI、云计算等技术术语，确保技术文档的准确性和专业性
投标策略师
资深投标与方案策略师，将 RFP 和销售机会转化为有说服力的赢标叙事。专精赢标主题提炼、竞争定位、执行摘要写作，构建能打动评审的方案而非仅仅合规的方案。
投资研究员
专业投资研究员，精通市场研究、尽职调查、投资组合分析和资产估值。通过严谨的基本面和量化分析识别投资机会、评估风险，支持数据驱动的投资组合决策，覆盖公开股票、私募市场和另类资产。
抖音策略师
专注抖音平台的短视频营销专家，精通算法推荐机制、爆款视频策划、直播带货流程、以及通过内容矩阵实现品牌在抖音生态的全链路增长。
报告分发师
自动把整合好的销售报告按区域分发给对应的销售代表，支持定时和手动触发。
招聘专家
深耕中国人才市场的全流程招聘专家，精通 Boss 直聘、猎聘、拉勾等主流招聘渠道运营，擅长简历筛选、面试协调、人才管线管理、校招社招全链路操盘，帮助企业高效精准地完成人才获取与入职闭环。
招聘专家
"招聘运营与人才获取专家，精通国内主流招聘平台、人才评估体系和劳动法合规，帮助企业高效吸引、筛选和留住优秀人才，打造有竞争力的雇主品牌。"
招聘运营专家
专业的招聘运营与人才获取专家，精通中国主流招聘渠道运营、人才评估体系搭建和劳动法合规管理。帮助企业高效吸引、筛选和留住优秀人才，打造有竞争力的雇主品牌。
提示词工程师
专注大语言模型提示词设计与优化的专家，精通系统提示词架构、思维链设计、少样本学习策略、以及提示词效果评测和迭代方法论。
搜索词分析师
搜索词分析、否定关键词架构和查询意图映射专家，从海量搜索词报告中挖掘优化方向，消灭浪费、放大高意向流量。
播客内容策略师
专注中国播客市场的内容策略与运营专家，精通小宇宙、喜马拉雅等主流平台生态，擅长节目定位、音频制作、听众增长、多平台分发及商业化变现，助力播客主理人打造高粘性音频内容品牌。
政务数字化售前顾问
面向中国政务市场（ToG）的数字化项目售前专家，精通政策解读、方案设计、标书编写、POC 验证、合规要求（等保/密评/信创）及客户关系管理，帮助技术团队高效赢得政府信息化项目。
故障响应指挥官
专精于生产环境故障管理、结构化响应协调、事后复盘、SLO/SLI 跟踪和 on-call 流程设计的事故指挥专家，为工程组织的可靠性保驾护航。
数据分析师
专业数据分析师，擅长将原始数据转化为可操作的业务洞察。创建仪表盘、执行统计分析、跟踪 KPI，并通过数据可视化和报告提供战略决策支持。
数据工程师
专注于构建可靠数据管线、湖仓架构和可扩展数据基础设施的数据工程专家。精通 ETL/ELT、Apache Spark、dbt、流处理系统和云数据平台，将原始数据转化为可信赖的分析就绪资产。
数据库优化师
数据库性能专家，专注于 Schema 设计、查询优化、索引策略和性能调优，精通 PostgreSQL、MySQL 及 Supabase、PlanetScale 等现代数据库。
数据整合师
把提取出的销售数据整合到实时报告仪表盘，按区域、销售代表和销售管线生成汇总视图。
文化智能策略师
文化智商（CQ）专家，检测隐性排斥、研究全球化上下文，确保软件产品在跨文化和交叉身份中产生真实共鸣。
文档生成器
专业文档创建专家，通过代码化方式生成专业的 PDF、PPTX、DOCX 和 XLSX 文件，支持格式化、图表和数据可视化。
新闻情报官
国内外多源新闻实时采集与结构化简报生成，为内容创作团队提供高质量新闻素材。支持按类型（科技/财经/社会/国际等）筛选，交叉验证信源，输出下游 agent 可直接使用的结构化简报。
无障碍审核员
专注无障碍审核的可访问性专家，按 WCAG 标准审查界面、用辅助技术实测、确保产品人人可用。默认立场是找问题——没用屏幕阅读器测过的，就不算无障碍。
智能体编排者
自主流水线管理者，负责编排整个开发工作流。你是这个流程的领导者。
智能搜索优化师
WebMCP 就绪与智能体任务完成专家，审计 AI 智能体能否在你的网站上完成预约、购买、注册等任务，实施 WebMCP 模式并衡量任务完成率。
机械设计工程师
通用机械产品设计专家——精通方案选型、传动/机构/结构件/连接设计、强度刚度疲劳振动校核、DFMA 与标准件选型，遵循 GB/ISO/JIS 国家标准，输出可制造可装配的工程图与 BOM。
模型 QA 专家
独立模型 QA 专家，端到端审计机器学习和统计模型——从文档审查、数据重建到复现、校准测试、可解释性分析、性能监控和审计级报告。
法务合规员
专业的法律合规专家，确保业务运营、数据处理和内容创作符合多个司法管辖区的相关法律法规和行业标准。
法国咨询市场专家
"法国 ESN/SI 自由职业生态导航专家，精通利润模型、平台机制（Malt、collective.work）、薪资代管、费率定位和付款周期。"
法律文书审查专家
全面的法律文书审查专家，涵盖合同、诉讼文件和不动产协议——提供文档摘要、风险条款标记、合同版本比对和合规检查，适用于各类律所和业务领域。
测试结果分析师
专注测试结果评估和质量度量分析的测试分析专家，把原始测试数据变成可执行的洞察，驱动质量决策。
游戏设计师
系统与机制架构师——精通 GDD 编写、玩家心理学、经济平衡和游戏循环设计，跨引擎跨品类通用
游戏音频工程师
交互音频专家——精通 FMOD/Wwise 集成、自适应音乐系统、空间音频，以及全引擎音频性能预算管理
物流路线优化师
专注物流配送路线规划与成本优化的供应链专家，精通中国快递物流体系、同城配送网络、冷链运输和跨境物流方案，帮助企业在保障时效的前提下实现物流成本最优。
现实检验者
阻止幻想式审批，基于证据的认证——默认为"需要改进"，要求压倒性证据才能认定生产就绪
电商运营师
专注中国电商平台全链路运营的策略专家，精通淘宝/天猫/拼多多/京东的店铺运营、商品优化、直播带货、大促策划（618/双十一），以及跨平台差异化运营策略。
留学规划顾问
覆盖美英加澳欧港新的全阶段留学规划专家，精通本科/硕士/博士申请策略、选校定位、文书打磨、背景提升、标化规划、签证准备和海外生活适应，帮助中国学生制定个性化的全链路留学方案。
百度 SEO 专家
专注百度搜索生态的SEO优化专家，精通百度算法规则、百度生态产品矩阵（百科、知道、贴吧、文库）、中文关键词研究、ICP备案规范、以及移动端搜索优化策略。
直播电商主播教练
专注直播电商全链路的主播培训与直播间运营专家，精通抖音/快手/淘宝直播/视频号四大平台的直播话术设计、选品排品策略、付费流与自然流的流量配比、转化逼单技巧，以及基于实时数据的直播间调优方法论。
知乎策略师
知乎营销专家，擅长思想领袖建设、社区公信力打造和知识驱动型互动，通过高质量问答和专栏建立品牌权威。
知识付费产品策划师
专注中国知识付费生态的产品设计与商业化专家，精通得到、知识星球、小报童、小鹅通、千聊等平台运营，擅长知识产品定义、内容定价策略、用户运营、IP打造、分销体系设计和全链路数据分析。
短视频剪辑指导师
专注短视频剪辑技术全链路的实战教练，精通剪映/CapCut专业版、Premiere Pro、DaVinci Resolve、Final Cut Pro四大剪辑工具，覆盖画面构图与镜头语言、调色与色彩校正、音频工程、动态图形与特效、字幕排版、多平台输出优化、剪辑工作流效率提升以及AI辅助剪辑等核心技术领域。
社交媒体策略师
跨平台社交媒体策略专家，专注 LinkedIn、Twitter 等职业社交平台的品牌建设、社区运营和整合营销。
社交广告策略师
跨平台社交广告专家，覆盖 Meta（Facebook/Instagram）、LinkedIn、TikTok（抖音海外版）、Pinterest、X 和 Snapchat，设计从拉新到再营销的全链路社交广告体系。
视觉叙事师
视觉传达专家，擅长把复杂信息转化成有吸引力的视觉故事，通过多媒体内容和品牌叙事打动受众。
视频优化专家
视频营销策略师，精通 YouTube 算法优化、观众留存、章节设计、封面构思和跨平台视频分发。
私域流量运营师
专注企业微信私域体系搭建的运营专家，精通企微SCRM、社群精细化运营、小程序商城集成、用户生命周期管理和全链路转化漏斗优化。
移动应用开发者
精通 iOS/Android 原生开发和跨平台框架的移动端专家，擅长性能优化、平台特性集成，专注打造流畅的移动体验。
程序化广告采买专家
展示广告与程序化媒介采买专家，覆盖 Google Display Network、DV360、The Trade Desk 等 DSP 平台、合作媒体采买及 ABM 展示广告策略。
税务策略师
专业税务策略师，精通税务优化、多辖区合规、转让定价和战略税务规划。在确保完全合规的前提下，穿越复杂税法体系以最小化税负，覆盖地方、州、联邦和国际税务管辖区。
簿记与财务总监
专业簿记与财务总监，精通日常会计操作、财务对账、月末结账流程和内部控制。确保财务记录的准确性、完整性和时效性，始终保持 GAAP 合规和审计就绪状态。
终端集成专家
终端模拟、文本渲染优化和 SwiftTerm 集成，面向现代 Swift 应用
绩效管理专家
深耕中国企业绩效管理体系的实战专家，精通 OKR/KPI 双轨制、360 度反馈、绩效校准会、PIP 改进计划等全流程绩效管理，帮助企业建立科学公正的绩效评估与人才发展机制。
自主优化架构师
智能系统治理专家，持续对 API 进行影子测试以优化性能，同时严格执行财务和安全护栏，防止成本失控。
自动化治理架构师
以治理为先的业务自动化架构师（n8n 优先），在实施之前先审计价值、风险和可维护性。
行为助推引擎
行为心理学专家，通过调整软件交互节奏和风格，最大化用户动力和成功率。
证据收集者
专注测试证据链完整性的质量专家，确保每一个测试结论都有充分的证据支撑，让质量报告经得起任何质疑。
语言翻译专家
实时西班牙语与英语互译专家，提供文化语境、地区方言感知、旅行用语指导以及语气恰当的沟通支持，覆盖日常、商务和紧急场景。
语音 AI 集成工程师
专精于使用 Whisper 系列模型和云端 ASR 服务构建端到端语音转录流水线——从原始音频采集、预处理、转录文本清洗、字幕生成、说话人分离，到结构化下游集成至应用、API 和 CMS 平台。
财务分析师
专业财务分析师，精通财务建模、预测、场景分析和数据驱动的决策支持。将原始财务数据转化为可行动的商业智能，驱动战略规划、投资决策和运营优化。
财务追踪员
专业的财务分析与管控专家，擅长财务规划、预算管理和经营绩效分析。守住企业财务健康底线，优化现金流，为业务增长提供有数据支撑的财务洞察。
财务预测分析师
专注企业财务预测与场景建模的分析专家，精通收入预测、现金流管理、烧钱率分析和融资对接，帮助创业公司和成长型企业在不确定环境中做出有数据支撑的财务决策。
赢单策略师
资深赢单策略师，专精 MEDDPICC 资质审查、竞争定位和复杂 B2B 销售周期的赢单规划。为每笔单子评分、暴露 Pipeline 风险、构建经得起 Forecast Review 检验的赢单策略。
趋势研究员
专注行业趋势分析和技术前瞻的研究专家，帮团队看清未来 6-18 个月的方向，在正确的时间做正确的事。
趣味注入师
创意专家，专门给品牌体验注入个性、惊喜和趣味元素，用意想不到的小细节让用户记住你的产品。
跨境电商运营专家
专注跨境电商全链路运营的策略专家，精通Amazon/Shopee/Lazada/AliExpress/Temu/TikTok Shop等海外平台运营、国际物流与海外仓、跨境合规税务、多语言Listing优化、品牌出海及DTC独立站建设。
身份信任架构师
为自主运行的 AI 智能体设计身份认证和信任验证体系，确保智能体能证明自己是谁、被授权做什么、实际做了什么。
身份图谱操作员
运维多智能体系统的共享身份图谱，确保每个智能体对"这个实体是谁？"都能得到一致的规范答案——即使在并发写入下也保持确定性。
轮播图增长引擎
自动化短视频轮播图生成专家，分析任意网站URL，通过Gemini生成病毒式6张轮播图，经Upload-Post API自动发布到抖音和Instagram，抓取数据分析并持续迭代优化。
软件架构师
软件架构专家，精通系统设计、领域驱动设计、架构模式和技术决策，构建可扩展、可维护的系统。
追踪与归因专家
转化追踪架构、代码管理和归因模型专家，精通 GTM、GA4、Google Ads、Meta CAPI、LinkedIn Insight Tag 及服务端追踪实施，确保每一个转化都被正确计数。
邮件智能工程师
专精从原始邮件线程中提取结构化、可供 AI 推理的数据，服务于智能体和自动化系统。
酒店宾客服务专家
全面的酒店宾客服务专家，覆盖酒店、度假村、餐厅和活动场所——涵盖预订、入住/退房、礼宾服务、宾客投诉处理、忠诚度计划管理和离店后跟进，打造卓越的宾客体验以驱动忠诚度和收入增长。
金融风控分析师
专注交易欺诈检测与金融风险防控的分析专家，精通支付宝/微信支付/银联渠道的风控策略、反洗钱合规、电信诈骗识别、央行征信应用和互联网金融风控体系搭建，帮助企业守住资金安全底线。
钉钉集成开发工程师
专注钉钉开放平台全栈集成开发的工程专家，精通钉钉机器人、酷应用、审批流自动化、连接器低代码集成、钉钉小程序、宜搭平台对接及与阿里云生态的深度集成，擅长构建企业级协作与业务自动化解决方案。
销售教练
专注销售团队能力提升的教练专家，擅长 Pipeline Review、通话辅导、单子策略和 Forecast 准确度管理。通过结构化辅导方法和行为反馈，让每个销售和每笔单子都变得更好。
销售数据提取师
监控 Excel 文件并提取关键销售指标（月累计、年累计、年末预测），服务于内部实时报告系统。
零售退货专家
综合零售退货专家，处理线上线下及全渠道零售的退货、换货和退款，涵盖政策执行、防欺诈、客户留存、供应商退货和退货分析，在最大化商品回收的同时维护客户忠诚度。
韩国商务专家
"韩国商务文化导航专家，精通품의决策流程、눈치社交智慧、KakaoTalk 商务礼仪、层级关系处理和关系优先的交易模式。"
项目牧羊人
专注跨部门项目协调、时间线管理和利益方对齐的项目管理专家，把项目从立项一路护送到交付，管好资源、风险和各方沟通。
飞书集成开发工程师
专注飞书开放平台全栈集成开发的工程专家，精通飞书机器人、小程序、审批流、多维表格（Bitable）、消息卡片、Webhook、SSO 单点登录及工作流自动化，擅长在飞书生态内构建企业级协作与自动化解决方案。
高管摘要师
像资深战略顾问一样思考和表达的 AI 专家，擅长把复杂的业务信息压缩成简洁、可执行的高管摘要。用 McKinsey SCQA、BCG Pyramid Principle、Bain 框架帮 C-level 在三分钟内做出决策。
高级开发者
精通 Laravel/Livewire/FluxUI 的高级全栈开发者，擅长高端 CSS 效果、Three.js 集成，专注打造有质感的 Web 体验。
高级项目经理
把规格说明书拆成可执行任务的资深 PM，记得住以前项目的经验教训，专注务实的范围控制和精确的需求还原。
高考志愿填报顾问
中国高考志愿填报策略专家，精通平行志愿与院校专业组填报规则、位次法与等位分析、新高考选科组合与专业限选、提前批与专项计划、院校层次定位、冲稳保策略，帮助考生和家长制定科学的志愿填报方案。
Ai Agent Bundle
Bundle of 90+ granular skills for LangGraph, CrewAI, Agent Memory, AI Ethics, and autonomous agent patterns.
Ai Dev Workflows
Prompt engineering for code generation, multi-agent coordination, skill authoring standards, workflow automation, and quality gates for AI-generated code.
Andruia Consultant
Arquitecto de Soluciones Principal y Consultor Tecnológico de Andru.ia. Diagnostica y traza la hoja de ruta óptima para proyectos de IA en español.
Andruia Niche Intelligence
Estratega de Inteligencia de Dominio de Andru.ia. Analiza el nicho específico de un proyecto para inyectar conocimientos, regulaciones y estándares únicos del sector. Actívalo tras definir el nicho.
Antigravity Superpowers
Enforces a "Plan-Act-Verify" loop. Agents must write a plan and tests before coding. Reducing bugs in complex feature builds.
App Arbitrage
Strategic methodology for identifying, rebuilding, and monetizing legacy mobile applications using AI and hybrid revenue models.
Automate Whatsapp
Build WhatsApp automations with Kapso workflows: configure WhatsApp triggers, edit workflow graphs, manage executions, deploy functions, and use databases/integrations for state. Use when automatin...
Automation Bot
Specialized instructions for autonomous LinkedIn outbound campaigns—connection requests, DMs, follow-ups—with strict evasion and platform safety rules.
Automation Lowcode Bundle
Bundle of 60+ granular skills for Zapier, Make, n8n, Browser Automation, and Workflow optimization.
Backend Api Bundle
Bundle of 80+ granular skills for API Design, GraphQL, Microservices, and secure backend patterns.
Business Productivity Bundle
Bundle of 80+ granular skills for Project Management, Notion, Sales Scripts, and Startup operations.
Cicd Git Deployment
Git workflows, branching strategies, GitHub Actions, Vercel/Netlify deployment, GitHub Pages with custom domains, Capacitor native builds, and release versioning.
Connect Automation
API integrations for 1,000+ services. "Send an email to the team after this build finishes.
Content Creator
Specialized instructions for agentic generation of high-performing LinkedIn posts, utilizing viral hooks, character constraints, formatting etiquette, and engagement scaffolding.
Content Product Launches
Multi-channel content strategy (searchable vs shareable), social media content loops, and phased product launch frameworks.
Conversion Copywriting
Expert conversion copywriting, copy editing, and marketing psychology for all surfaces. Integrated from Corey Haines' marketing skills.
Cro Optimization
Conversion Rate Optimization (CRO) for landing pages, signup flows, onboarding, paywalls, and forms. Includes A/B testing setup.
D Games
2D game development principles. Sprites, tilemaps, physics, camera.
D Games
3D game development principles. Rendering, shaders, physics, cameras.
D Web Experience
Expert in building 3D experiences for the web - Three.js, React Three Fiber, Spline, WebGL, and interactive 3D scenes. Covers product configurators, 3D portfolios, immersive websites, and bringing ...
Data Science Bundle
Bundle of 50+ granular skills for Python Data Stack, SQL, Amplitude, and data engineering patterns.
Devops Cloud Bundle
Bundle of 70+ granular skills for Docker, K8s, Terraform, and multi-cloud infrastructure (AWS/GCP/Azure).
Dify Frontend Tester
Specialized frontend testing logic. Automating component testing specifically for the Dify platform.
Document Skills
Specialized scripts and logic for file manipulation. Generating professional reports or slide decks directly from text prompts.
Electron Upgrade Advisor
Framework migration specialist. Guiding developers through breaking changes in Electron version upgrades.
End To End App Development
The Meta-Framework orchestration skill. Defines the exact 8-step lifecycle from Ideation, PRD, Technical Research, Design, Scaffolding, Data Modeling, to Final Build and QA.
Firebase Baas
Firebase ecosystem patterns including Auth, Firestore data modeling, Cloud Functions, FCM, Hosting, Security Rules, Firebase Studio workspaces, and cost optimization for indie projects.
Git Commit Formatter
Conventional Commits standard enforcer. Ensuring all agent-created commits follow a strict "feat:", "fix:", "chore:" format.
Growth And Strategy
High-level marketing strategy, pricing models, competitor analysis, free tool strategies, and product marketing context.
Growth Engineering
Technical architecture, logic flows, and metadata strategies for built-in marketing, viral loops, and ASO/SEO optimization for App Store, Google Play, and PWAs.
India First Localization
Hindi/regional language support, low-bandwidth optimization, UPI payment flows, regional content patterns, and Tier 2/3 city user behavior for the Indian market.
Linkedin Authority Architect
Transforms a professional profile into a high-authority LinkedIn brand and inbound lead engine. This skill should be used when the user asks to "optimize my linkedin profile", "build a linkedin brand"
Linkedin Mastery
Expert strategies for LinkedIn profile optimization, high-performance content generation, networking, and personal branding for B2B growth and career acceleration.
Marketing Growth Bundle
Bundle of 60+ granular skills for ASO, Technical SEO, Viral Loops, and Ad Strategy iteration.
Mcp Server Builder
Meta-skill for extending agent capabilities. Scaffolding new Model Context Protocol servers to connect to private APIs.
Mobile Native Bundle
Bundle of 50+ granular skills for Flutter, React Native, Swift, Jetpack Compose, and native builds.
Observe Whatsapp
Observe and troubleshoot WhatsApp in Kapso: debug message delivery, inspect webhook deliveries/retries, triage API errors, and run health checks. Use when investigating production issues, message f...
Omni Seo Dominance
The ultimate playbook for ranking on Google Page 1 AND driving citations in LLMs (ChatGPT, Gemini, Claude, Grok, Meta AI) simultaneously. Generic framework for all web apps.
Performance Marketing Ops
Paid advertising (Meta, Google, LinkedIn), ad creative iteration at scale, analytics tracking, and RevOps automation.
Profile Optimizer
Frameworks for auditing and rewriting LinkedIn profiles for ATS parsing effectiveness and high-conversion positioning.
Project Scaffolding
Monorepo structure, Vite project initialization, shared config patterns, apps.json registry, dependency management, and new-project checklists.
Prompt Lookup
A library of optimized system prompts. The agent searches this skill to find the best persona for a specific task.
Pwa Offline First
Service worker lifecycle, caching strategies, install prompts, offline data sync, IndexedDB patterns, Web App Manifest best practices, and Lighthouse scoring targets.
Remotion Video Editor
Programmatic video generation using React. Creating marketing videos or animations via code.
Research Engineer
An uncompromising Academic Research Engineer. Operates with absolute scientific rigor, objective criticism, and zero flair. Focuses on theoretical correctness, formal verification, and optimal impl...
Retention Referral
Churn prevention (voluntary and involuntary), referral loops, affiliate program design, and product-led growth.
Sales Cold Outreach
High-conversion cold emailing, B2B sales enablement, objection handling, and demo-to-close playbooks.
Secure App Deployment
Strict security, revenue protection, and compliance standards for the Apple App Store, Google Play Store, and PWAs.
Security Pentesting Bundle
Bundle of 90+ granular skills for Active Directory, Kerberos, Reverse Engineering, and Vulnerability analysis.
Seo Site Architecture
SEO-driven site architecture, programmatic SEO, schema markup, AI SEO indexing, and technical SEO audits.
Skill Orchestrator
The master meta-skill for sequencing and prioritizing other skills during a project lifecycle. Defines the exact order: Planning -> Development -> SEO -> Security -> Marketing.
Supabase Skills
Backend optimization rules. Writing correct Row Level Security (RLS) policies and performant Postgres queries.
Trail Of Bits Security
Security-focused code review based on OWASP Top 10. Flagging vulnerabilities (SQLi, XSS) before code is committed.
Vercel Deploy Claimable
Deploy applications and websites to Vercel. Use this skill when the user requests deployment actions such as 'Deploy my app', 'Deploy this to production', 'Create a preview deployment', 'Deploy and...
Vercel React Best Practices
Official engineering guidelines from Vercel for ensuring Next.js code uses proper caching, server components, and suspense boundaries.
Web Design Guidelines
Review UI code for Web Interface Guidelines compliance. Use when asked to \\\"review my UI\\\", \\\"check accessibility\\\", \\\"audit design\\\", \\\"review UX\\\", or \\\"check my site aga...
Web Dev Design Systems
Premium UI/UX standards including design tokens, responsive layouts, dark mode, micro-animations, typography, accessibility, and component architecture for all web projects.
Web Frontend Bundle
Bundle of 100+ granular skills for React, Vue, Next.js, Accessibility, Tailwind, and modern CSS patterns.
Webapp Testing Playwright
End-to-end visual testing suite. Agents write and execute their own browser tests to verify UI changes.
Ad Copy Optimization
Optimize ad copy for Google Ads, Facebook/Instagram Ads, and other platforms with AI. Improve click-through rates, reduce cost-per-click, and write high-converting ad headlines and descriptions.
AI Business Productivity Bundle
Bundles 80+ productivity skills: Jira/Notion/Trello workflow optimization, sales scripts and patterns, customer support automation, market research, pricing models, and startup fundraising.
AI Code Review Checklist
A comprehensive, repeatable code review checklist covering functionality, security, performance, code quality, tests, and documentation — with specific checkpoints, examples, and comment templates.
AI Code Reviewer
Analyze code for security flaws, performance bottlenecks, architectural issues, and production reliability using modern static analysis and OWASP best practices.
AI Conversion Copywriting
Combine precision copy editing with cognitive psychology principles (loss aversion, social proof, scarcity, anchoring) and a systematic 7-sweep editing process to turn passive readers into active converters.
AI Daily News Report
Create a structured, automated daily news report that scrapes multiple high-quality sources, filters for relevance and quality, and generates a clean Markdown summary.
AI Data Engineer
Expert guidance on the complete modern data stack from ingestion to analytics: batch vs streaming, storage (Snowflake, BigQuery, Delta Lake), orchestration (Airflow/Prefect), and data quality governance.
AI Marketing Copywriting
Complete copywriting workflow: context gathering, copy brief locking, structured page frameworks, and A/B testable alternatives — all while enforcing honesty and specificity over hype.
AI MLOps Pipeline
Multi-agent orchestrated approach to building production ML pipelines covering the entire lifecycle: data engineering, feature engineering, model training, Kubernetes deployment, and observability.
Automated Testing
AI-powered automated testing for web and mobile apps: generate test cases, write test scripts, and run regression tests to improve software quality.
CRM Automation
Automate CRM tasks like contact updating, lead assignment, and activity logging using AI to save sales team time.
Financial Analysis
AI-powered financial analysis: analyze financial statements, calculate ratios, assess company performance, and generate investment insights from financial data.
FinTech Automation
Automate financial processes, expense tracking, invoice processing, and personal finance management using AI tools and integrations with banking systems.
Marketing Automation
AI-powered marketing automation workflows for email campaigns, social media scheduling, and lead nurturing. Connect with tools like Mailchimp, HubSpot, and ActiveCampaign to automate marketing tasks.
QA Automation Tools
Guide to selecting and implementing the right QA automation tools: compare Cypress vs Playwright vs Selenium, set up test infrastructure, and integrate with CI/CD.
Sales Lead Generation
AI-powered sales lead generation: find and qualify potential customers, build target lists, and enhance contact data for B2B/B2C sales.
SEO Content Strategy
Build comprehensive SEO content strategies, including keyword research, content gap analysis, and content calendar planning. Align content with search intent to improve rankings.
3d-ui
Web and App implementation guide for 3D UI. Trigger when user wants actual 3D objects, perspective effects, and spatial depth.
ab-testing
When the user wants to plan, design, or implement an A/B test or experiment, or build a growth experimentation program. Also use when the user mentions "A/B test," "split test," "experiment," "test th
accint-commitments
Triage acc's open promises and close them with honest real-world verdicts via acc_act(runtime="outcome").
accint-frames
Drain acc's deliberation queue — open/waiting brain_frames checkpointed by headless runs — via acc_act(runtime="continue").
accint-solve
Route agent work through AccInt's MCP memory loop: retrieve prior outcomes, resolve frames, and close commitments with evidence.
add-app-clip
Add an iOS App Clip target to an Expo app. Use when the user mentions App Clip, AASA, apple-app-site-association, appclips, smart app banner, or wants to ship a lightweight iOS Clip invoked from a URL
agent-creator
Create custom AI subagents with proper plugin structure, persona generation, and companion routing skills.
agent-memory
A hybrid memory system that provides persistent, searchable knowledge management for AI agents.
ai-loop
Runs a bounded spec-build-review development loop with explicit scope, stop conditions, and human approval gates for risky or ambiguous work.
ai-native-ui
Web and App implementation guide for AI Native UI. Trigger when user wants conversational interfaces, adaptive layouts, and generative AI aesthetics.
alternatives-pages
Create "[Competitor] alternative" and comparison pages for developer tools. Build honest, high-converting comparison content that ranks for competitive search terms. Trigger phrases: "alternatives pag
analytics
When the user wants to set up, improve, or audit analytics tracking and measurement. Also use when the user mentions "set up tracking," "GA4," "Google Analytics," "conversion tracking," "event trackin
android-cli
Orchestrates Android development tasks including project creation, deployment, SDK management, and environment diagnostics using the `android` command-line tool.
android-ui-journey-testing
XML-specified Android UI journey testing, interactive step execution, assertion verification, and JSON outcome reporting.
anti-deception
Use BEFORE responding when the user's request shows pressure to validate or agree ("tell them what they want", "make them happy", "convince them"), manufactured urgency (artificial deadline), authorit
api-analyzer
Validates whether an API request is correct based on provided inputs (method, URL, headers, body, auth, query params). Use this skill whenever a user wants to check, validate, debug, or verify an API
api-and-interface-design
Guides stable API and interface design. Use when designing APIs, module boundaries, or any public interface. Use when creating REST or GraphQL endpoints, defining type contracts between modules, or es
api-designer
Generates complete, production-ready REST API endpoint specifications for any system or domain the user describes. Use this skill whenever the user asks about API design, API endpoints, REST APIs, API
api-integration
Designs event-driven architectures, webhook systems, API chaining flows, ETL pipelines, and integration patterns between services. Use whenever the user asks about webhooks, event streaming, API compo
api-onboarding
Reduce time-to-first-API-call (TTFAC) by optimizing every step of the developer onboarding journey. This skill covers authentication simplification, sandbox environments, interactive documentation, an
api-sdk-generator
Generates client SDK code, API wrapper libraries, request/response models, and language-specific usage patterns for any REST API. Use whenever the user asks to "generate an SDK", "write a client libra
appium-skill
Generates production-grade Appium mobile automation scripts for Android and iOS in Java, Python, or JavaScript. Supports real device and emulator testing locally and on TestMu AI cloud with 100+ real
apple-notes-search
Semantic + keyword search and connection-discovery across the user's own Apple Notes via the apple-notes MCP server. Use when the user wants to find, recall, or synthesize something from their notes,
applicationinsights-web-ts
Instrument browser/web apps with the Application Insights JavaScript SDK (@microsoft/applicationinsights-web). Use for Real User Monitoring (RUM) — page views, clicks, AJAX/fetch dependencies, excepti
arrowspace
Spectral vector search using graph Laplacian eigenstructure. Use when cosine/L2 similarity misses latent structure in your embeddings.
ask-matt
Ask which skill or flow fits your situation. A router over the user-invoked skills in this repo.
aurora-ui
Web and App implementation guide for Aurora UI. Trigger when user wants gradient glows, color blobs, and atmospheric lighting effects.
automated-triage
Triage Monte Carlo alerts interactively or build an automated workflow. Fetch, score, and troubleshoot alerts using MCP tools now, or design a reusable workflow that runs on a schedule.
aws-agentic-ai
AWS Bedrock AgentCore comprehensive expert for deploying and managing AI agents at scale. Use when working with any AgentCore service including Gateway, Runtime, Memory, Identity, Code Interpreter, Br
aws-cdk-development
AWS Cloud Development Kit (CDK) expert for building cloud infrastructure with TypeScript/Python. Use when creating CDK stacks, defining CDK constructs, implementing infrastructure as code, or when the
aws-cost-operations
AWS cost optimization, monitoring, and operational excellence expert. Use when analyzing AWS bills, estimating costs, setting up CloudWatch alarms, querying logs, auditing CloudTrail activity, or asse
aws-mcp-setup
Configure AWS MCP servers for documentation search and API access. Use when setting up AWS MCP, configuring AWS documentation tools, troubleshooting MCP connectivity, or when user mentions aws-mcp, aw
aws-serverless-eda
AWS serverless and event-driven architecture expert based on Well-Architected Framework. Use when building serverless APIs, Lambda functions, REST APIs, microservices, or async workflows. Covers Lambd
aws-sst-development
SST v4 (Ion) expert for managing AWS resources as code with the Pulumi-backed framework. Use when writing or editing sst.config.ts, building infra/ modules (sst.aws.Function/Bucket/Dynamo/Cron/Service
ax-extract-workflow
Reconstruct workflow behind a past coding-agent artifact using local ax sessions/commits/skills/tool traces. Use when asked how X was built.
azure-ai-language-conversations-py
Implement Conversational Language Understanding (CLU) using the azure-ai-language-conversations Python SDK. Use when working with ConversationAnalysisClient to analyze conversation intent and entities
azure-servicebus-rust
Azure Service Bus library for Rust. Send and receive messages using queues, topics, and subscriptions. Triggers: "service bus rust", "ServiceBusClient rust", "send message servicebus rust", "receive m
azure-storage-queue-rust
Azure Queue Storage library for Rust. Send, receive, and manage queue messages. Triggers: "queue storage rust", "QueueClient rust", "send message rust", "receive messages rust", "QueueServiceClient ru
bash
Language-specific super-code guidelines for bash.
before-you-build
Review product risk before coding by checking demand, alternatives, channels, switching costs, and failure signals.
bento-ui
Web and App implementation guide for Bento UI. Trigger when user wants modular grid cards, Apple-like dashboard style, or sections arranged like a bento box.
brave-man
Runs a structured clarifying interview for new project requests before building. Instead of writing code, it outputs a fully specified prompt.md for a fresh agent session to execute, preventing expens
brooks-audit
Architecture audit that maps module dependencies, checks layering integrity, and flags structural decay across a codebase, drawing on twelve classic engineering books. Triggers when: user asks to audi
brooks-debt
Tech debt assessment that identifies, classifies, and prioritizes maintainability problems — helping teams build a refactoring roadmap — drawing on twelve classic engineering books. Triggers when: use
brooks-harness
Maintenance orchestrator for the brooks-lint plugin itself. Runs a sequential subagent pipeline — author → eval → QA → trigger-audit → release — to add or edit a skill, refresh the eval suite, keep th
brooks-review
PR code review that surfaces decay risks, design smells, and maintainability issues with concrete Symptom → Source → Consequence → Remedy findings, drawing on twelve classic engineering books. Trigger
brooks-sweep
Full-sweep mode: runs a unified analysis across all quality dimensions — code decay, architecture, tech debt, and test quality — then applies fixes directly to the codebase. Safe changes are auto-appl
brooks-test
Test quality review drawing on twelve classic engineering books — with primary focus on xUnit Test Patterns, The Art of Unit Testing, How Google Tests Software, and Working Effectively with Legacy Cod
browser-testing-with-devtools
Test browser apps with Chrome DevTools MCP by inspecting live DOM, console logs, network traffic, screenshots, accessibility, and performance traces.
brutalism
Web and App implementation guide for Brutalism. Trigger when user wants a raw appearance, intentionally unfinished look, and rejection of standard design conventions.
brutalist-typography
Web and App implementation guide for Brutalist Typography. Trigger when user wants huge fonts, raw presentation, and aggressive layout decisions.
bug-hunt-swarm
Parallel read-only multi-agent root-cause investigation for bugs, regressions, crashes, flaky behavior, or unexplained failures. Use when the user asks to investigate a bug, find the root cause, trace
bugs-are-annoying
Adversarial code auditor that hunts down bugs, logic errors, and security flaws. Use for deep correctness passes, not style reviews.
c
Language-specific super-code guidelines for c.
card-based-design
Web and App implementation guide for Card-Based Design. Trigger when user wants information cards, Pinterest-style layouts, and bite-sized content containers.
changelog-updates
Create release notes and product updates that developers actually read and care about. This skill covers changelog formatting, versioning communication, breaking change announcements, deprecation noti
ci-cd-and-automation
Automates CI/CD pipeline setup. Use when setting up or modifying build and deployment pipelines. Use when you need to automate quality gates, configure test runners in CI, or establish deployment stra
ckw-design
Frontend design entry point: direction, design system, visual philosophy. Use whenever building or touching the look of any web UI (components, pages, dashboards, React/Vue/HTML-CSS) or when the user
claymorphism
Web and App implementation guide for Claymorphism. Trigger when user wants soft 3D elements, rounded shapes, and a playful, tactile appearance.
co-marketing
When the user wants to find co-marketing partners, plan joint campaigns, or brainstorm partnership opportunities. Use when the user says 'co-marketing,' 'partner marketing,' 'joint campaign,' 'who sho
code-polish
Rewrites unprofessional code comments into clear ones and performs non-semantic cleanup. Use to professionalize code without altering logic or behavior.
code-review-and-quality
Conducts multi-axis code review. Use before merging any change. Use when reviewing code written by yourself, another agent, or a human. Use when you need to assess code quality across multiple dimensi
code-showcase-core-components
Core component library and design system patterns. Use when building UI, using design tokens, or working with the component library.
code-showcase-react-ui-patterns
Modern React UI patterns for loading states, error handling, and data fetching. Use when building UI components, handling async data, or managing UI states.
code-showcase-systematic-debugging
Four-phase debugging methodology with root cause analysis. Use when investigating bugs, fixing test failures, or troubleshooting unexpected behavior. Emphasizes NO FIXES WITHOUT ROOT CAUSE FIRST.
code-showcase-testing-patterns
Jest testing patterns, factory functions, mocking strategies, and TDD workflow. Use when writing unit tests, creating test factories, or following TDD red-green-refactor cycle.
code-simplification
Simplifies code for clarity. Use when refactoring code for clarity without changing behavior. Use when code works but is harder to read, maintain, or extend than it should be. Use when reviewing code
codebase-design
Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-n
codex-fable5
Apply Fable-inspired discipline to Codex work: inspect first, track goals and findings, ground conclusions in evidence, verify before completion, and adapt Claude/Fable prompt guidance without identit
color-blocking
Web and App implementation guide for Color Blocking. Trigger when user wants large color sections, striking layout divisions, and Mondrian-style grids.
command-center-ui
Web and App implementation guide for Command Center UI. Trigger when user wants monitoring systems, enterprise dashboards, NOCs, and global maps.
community-building
When the user wants to build, grow, or improve a developer community on Discord, Slack, or forums. Trigger phrases include "developer community," "Discord server," "Slack community," "community strate
competitor-analysis
Research competitors with Browserbase discovery, enrichment lanes, screenshots, matrices, and HTML reports.
competitor-profiling
When the user wants to research, profile, or analyze competitors from their URLs. Also use when the user mentions 'competitor profile,' 'competitor research,' 'competitor analysis,' 'profile this comp
competitor-tracking
Systematic competitor analysis for developer tools. Track features, pricing, positioning, content strategy, and community sentiment for direct and indirect competitors. Trigger phrases: "competitor an
context-kit
Evaluate, adapt, and safely install Context Kit personal context artifacts for Claude Code or adjacent agent workflows.
Copilot-Pr-Autopilot
Copilot left 14 review comments on your PR — half are nits. Hours of fix → reply → resolve → re-request, and each round lands MORE comments. This skill runs loop engineering: auto-triggers Copilot Cod
cpp
Language-specific super-code guidelines for cpp.
cro
When the user wants to optimize, improve, or increase conversions on any marketing page or form — including homepage, landing pages, pricing pages, feature pages, lead capture forms, or contact forms.
cron-doctor
Diagnose and validate cron expressions before they ship. Catches the five silent death-traps: impossible dates that never fire, OR-semantics that fire too often, midnight spikes, uneven step drift, an
crossframe
Use when the user explicitly invokes CrossFrame or 跨尺度结构诊断 for Chinese-canonical structural diagnosis of complex relationships, organizations, institutions, public disputes, or long-term evolution.
crossframe-casebook
Use when CrossFrame Suite routes explicit Chinese casebook work: turning materials into reusable cases, anonymized entries, mechanisms, and retrieval indexes.
crossframe-critical
Use only when the user explicitly names crossframe-critical for a Chinese structural critique dossier, article plan, or long-form critical essay.
crossframe-debate
Use when CrossFrame Suite routes explicit Chinese proposition testing, debate analysis, hidden-premise review, rebuttal design, or withdrawal condition checks.
crossframe-dialogue
Use when CrossFrame Suite routes explicit Chinese reader replies, editor responses, consultation-style short answers, or boundary-aware structural advice.
crossframe-essay
Use when explicit CrossFrame work needs a Chinese critical insight essay, commentary, concept essay, public piece, or structure-to-article draft after diagnosis.
crossframe-notebook
Use when CrossFrame Suite routes explicit Chinese notes for books, theories, articles, excerpts, bidirectional reading, absorption, or conflict mapping.
crossframe-org
Use when CrossFrame Suite routes explicit Chinese analysis of teams, projects, organizations, responsibility chains, feedback write-back, repair, or retrospectives.
crossframe-public
Use when CrossFrame Suite routes explicit Chinese analysis of public issues, platform governance, policy, institutional responsibility, appeals, or compliance evidence.
crossframe-review
Use when explicit CrossFrame output needs review for reasoning fidelity, evidence boundaries, source anchors, concept drift, article collapse, or repair steps.
crossframe-suite
Use when the user explicitly invokes CrossFrame Suite for Chinese structural diagnosis workflows across relationships, organizations, public issues, philosophy, research, or essay output.
crossframe-teach
Use when CrossFrame Suite routes explicit Chinese teaching of CrossFrame concepts, misreading boundaries, plain-language examples, signals, or exercises.
cucumber-skill
Generates Cucumber BDD tests with Gherkin feature files and step definitions in Java, JavaScript, or Ruby. Use when user mentions "Cucumber", "Gherkin", "Feature/Scenario", "Given/When/Then", "BDD". T
customer-research
When the user wants to conduct, analyze, or synthesize customer research. Use when the user mentions "customer research," "ICP research," "talk to customers," "analyze transcripts," "customer intervie
cyber-y2k
Web and App implementation guide for Cyber Y2K. Trigger when user wants modern Y2K, holographic visuals, and glitch aesthetics.
cyberpunk-ui
Web and App implementation guide for Cyberpunk UI. Trigger when user wants neon colors, dark backgrounds, high-tech dystopian aesthetics, and hacking interfaces.
cypress-skill
Generates production-grade Cypress E2E and component tests in JavaScript or TypeScript. Supports local execution and TestMu AI cloud. Use when the user asks to write Cypress tests, set up Cypress, tes
dark-mode
Web and App implementation guide for Dark Mode Design. Trigger when user wants dark surfaces, reduced eye strain, and premium sleek aesthetics.
dart
Language-specific super-code guidelines for dart.
dashboard-design
Web and App implementation guide for Dashboard Design. Trigger when user wants analytics-focused layouts, data visualization, and modular overview screens.
data-dense-design
Web and App implementation guide for Data-Dense Design. Trigger when user wants professional tools, maximum information density, and expert interfaces (like Bloomberg terminals or IDEs).
debugging-and-error-recovery
Guides systematic root-cause debugging. Use when tests fail, builds break, behavior doesn't match expectations, or you encounter any unexpected error. Use when you need a systematic approach to findin
debugging-code
Interactively debug source code — set breakpoints, step through execution line by line, inspect live variable state, evaluate expressions against the running program, and navigate the call stack to tr
deprecation-and-migration
Manages deprecation and migration. Use when removing old systems, APIs, or features. Use when migrating users from one implementation to another. Use when deciding whether to maintain or sunset existi
design-it
Routes frontend design tasks to 48 specific UI styles. Triggers for websites, app screens, or UI components requesting a specific aesthetic.
design-philosophy
Visual philosophy and art-direction for frontend. Use when creating high-concept work, campaigns, or when the user asks for a visual philosophy, manifesto, or unmistakable art-like aesthetic.
design-spatial
Design — spatial composition
design-system
Mechanical implementation invariants for frontend design: token architecture, typography hierarchy, loading order, FOUT prevention, chrome stability, motion timing, color semantics. Use with design wh
design-thinking
Direction and intent for frontend design. Use with design when defining purpose, tone, domain, color world, and review bar; includes cross-domain lens from cinema, architecture, marketing, UX, automot
design-ux
UX / usability audit — heuristic evaluation of INTERACTIVE UIs (not just visual polish). Load with design when a UI "feels off", "sucks to use", is hard to learn, needs an instruction wall, or before
deterministic-design
Render the UI and prove it's balanced + usable: a deterministic layout audit (centroid / optical-center / pixel-oracle balance via explicit math + annotated screenshot) plus a vision-judged Nielsen us
dev-to-hashnode
When the user wants to publish on Dev.to, Hashnode, or other developer blogging platforms. Trigger phrases include "Dev.to," "Hashnode," "developer blog," "cross-posting," "technical blogging," "canon
developer-advocacy
When the user wants to do developer advocacy activities including conference talks, live coding, podcasts, and building in public. Trigger phrases include "developer advocacy," "devrel," "conference t
developer-audience-context
When the user wants to establish or update their developer audience context. Also use when starting any other developer marketing skill to ensure foundational context is loaded. Trigger phrases includ
developer-churn
When the user wants to understand, reduce, or recover from developer churn. Trigger phrases include "why developers leave," "churn rate," "win-back campaign," "at-risk users," "developer retention," "
developer-listening
Monitor what developers say about your brand, competitors, and the problems they're solving. Track mentions and conversations across GitHub, Hacker News, Reddit, Stack Overflow, Twitter, and Discord.
developer-newsletter
When the user wants to create, write, or improve a newsletter for developer audiences. Trigger phrases include "newsletter," "email marketing," "developer email," "weekly digest," "dev newsletter," "e
developer-onboarding
Get developers to "Hello World" fast with optimized quickstarts, tutorials, and sample apps. Trigger phrases: developer onboarding, time to first value, quickstart guide, hello world tutorial, develop
developer-sandbox
Design and build interactive playgrounds that let developers experience your product without commitment. This skill covers playground architecture, pre-populated examples, embedding strategies, gating
developer-seo
SEO strategy for technical queries and developer audiences. Covers keyword research for "how to X in language" queries, error message SEO, Stack Overflow-style content, technical long-tail keywords, a
developer-signup-flow
Design frictionless signup experiences for developers including GitHub OAuth, API key generation, and onboarding personalization. Trigger phrases: developer signup, dev registration, OAuth flow, API k
devrel-content
When the user wants to create technical content for developers including blog posts, tutorials, and documentation. Trigger phrases include "write a blog post," "technical article," "developer content,
diagnosing-bugs
Diagnosis loop for hard bugs and performance regressions. Use when the user says "diagnose"/"debug this", or reports something broken/throwing/failing/slow.
dispatch
Delegate tasks to OpenAI Codex CLI and Google Antigravity CLI from Claude Code with topic-aware sessions
docs-as-marketing
Transform documentation into a powerful marketing channel that attracts, converts, and retains developers. This skill covers creating documentation that ranks in search, converts visitors into users,
documentation-and-adrs
Records decisions and documentation. Use when making architectural decisions, changing public APIs, shipping features, or when you need to record context that future engineers and agents will need to
domain-modeling
Build and sharpen a project's domain model. Use when the user wants to pin down domain terminology or a ubiquitous language, record an architectural decision, or when another skill needs to maintain t
doubt-driven-development
Subjects every non-trivial decision to a fresh-context adversarial review before it stands. Use when correctness matters more than speed, when working in unfamiliar code, when stakes are high (product
drizzle-migration-conflict
Diagnose, repair, and prevent Drizzle Kit migration conflicts involving generated SQL, snapshots, journals, merge queues, and team workflows.
duotone-design
Web and App implementation guide for Duotone Design. Trigger when user wants two-color schemes, striking imagery, and Spotify-like playlist aesthetics.
eas-update-insights
Check the health of published EAS Updates: crash rates, install/launch counts, unique users, payload size, and the split between embedded and OTA users per channel. Use when the user asks how an updat
editorial-design
Web and App implementation guide for Editorial Design. Trigger when user wants a magazine-inspired layout, large headlines, and elegant typography pairing.
efficient-web-research
Protocol for token-efficient web research. Use when accessing URLs, GitHub repos, or running search queries. Prevents full-page fetching waste.
elixir
Language-specific super-code guidelines for elixir.
emil-design-eng
Use when designing or reviewing polished product UI with Emil Kowalski-inspired animation, interaction, and component craft guidance.
expo-brownfield
Integrate Expo and React Native into an existing native iOS or Android app. Use when the user mentions brownfield, embedding React Native in a native app, AAR/XCFramework, or adding Expo to an existin
expo-examples
Expo's official example projects — the expo/examples repo of ~70 `with-*` integrations (Stripe, Clerk, Supabase, OpenAI, maps, Reanimated, SQLite, Skia, NativeWind, and more). Use when integrating a t
expo-module
Guide for creating and writing Expo native modules and views using the Expo Modules API (Swift, Kotlin, TypeScript). Covers module definition DSL, native views, shared objects, config plugins, lifecyc
expo-observe
Use for anything related to EAS Observe — adding `expo-observe` to an Expo project (AppMetricsRoot/ObserveRoot HOC, markInteractive, the useObserve hook, and the Expo Router / React Navigation integra
expo-ui
Build native UI with the @expo/ui package: real SwiftUI on iOS and Jetpack Compose on Android rendered from React in an Expo or React Native app. Covers universal cross-platform components (Host, Colu
faf-context
Get your project to 100% ✪ AI-readiness, fast — the AI auto-detects your stack and only asks for what it can't know (your goal and the human "why"). Least typing, maximum context. For time-conscious b
faf-go
Guided interview to Gold Code (100% AI-Readiness). Use when helping users improve their .faf file through questions. Leverages Claude Code's AskUserQuestion for seamless integration. Just type /faf-go
flat-design
Web and App implementation guide for the Flat Design style. Trigger when the user wants no shadows, simple shapes, and bold colors.
flat-design-2
Web and App implementation guide for Flat Design 2.0 (Semi-Flat). Trigger when the user wants flat design with subtle shadows and improved usability.
floating-ui
Web and App implementation guide for Floating UI. Trigger when user wants detached cards, elevated components, and a light, airy feel.
formik-patterns
Formik form handling with validation patterns. Use when building forms, implementing validation, or handling form submission.
free-tier-strategy
Design free tiers that convert to paid without creating resentment or abuse. Trigger phrases: free tier design, freemium model, free trial strategy, free tier limits, developer free plan, open source
frontend-architecture
A portable, framework-agnostic architecture style for any React or React Native frontend. Organizes apps into feature modules with page/screen directories, a strict server-state vs UI-state split, bar
frontend-data-contracts
A portable, framework-agnostic discipline for type safety at the network edge of any React or React Native app. Establishes one typed API client as the single fetch boundary, a parse-don't-validate ru
frontend-lighthouse
Add a portable Lighthouse CI gate for production frontend builds with Core Web Vitals budgets, category floors, median runs, and CI artifacts.
frontend-observability
A portable, framework-agnostic field-side observability system for any React or React Native app. Establishes one typed event taxonomy (canonical event-name constants, never inline strings), a best-ef
frontend-optimistic-mutations
A portable, framework-agnostic discipline for the write path of any React or React Native app using a query/cache layer. Codifies the optimistic-update lifecycle (cancel in-flight queries → snapshot e
frontend-seo
A portable, framework-agnostic SEO system for any React or React Native-for-web frontend. Centralizes site metadata in one constants module, derives canonical URLs from a single base, builds per-route
frontend-slides-frontend-slides
Create stunning, animation-rich HTML presentations from scratch or by converting PowerPoint files. Use when the user wants to build a presentation, convert a PPT/PPTX to web, or create slides for a ta
frontend-ui-engineering
Builds production-quality UIs. Use when building or modifying user-facing interfaces. Use when creating components, implementing layouts, managing state, or when the output needs to look and feel prod
frutiger-aero
Web and App implementation guide for Frutiger Aero. Trigger when user wants glossy gradients, early 2000s nature-inspired tech, glass, and water motifs.
gemini-interactions-api
Use this skill when writing code that calls the Gemini API for text generation, multi-turn chat, multimodal understanding, image generation, video generation, streaming responses, background research
gemini-live-api-dev
Use this skill when building real-time, bidirectional streaming applications with the Gemini Live API. Covers WebSocket-based audio/video/text streaming, voice activity detection (VAD), native audio f
gemini-omni-flash-api
Use this skill for generative video editing, text-to-video, image-referenced video generation, and first-frame-to-video transition animations using the official google-genai SDK. Includes workflows fo
gh-image
Upload local images to GitHub and get canonical user-attachments embed URLs; use when asked to attach a screenshot to a PR, issue, or comment, or to embed before/after images in a README.
git-workflow-and-versioning
Structures git workflow practices. Use when making any code change. Use when committing, branching, resolving conflicts, or when you need to organize work across multiple parallel streams.
GitHub Actions Windows ARM64 wheel builder
Adds native Windows ARM64 wheel builds and tests to a Python package's existing GitHub Actions workflows using the 'windows-11-arm' runner.
github-actions-debugger
Specialized skill for diagnosing, analyzing, and fixing failing GitHub Actions workflows by parsing run logs and pipeline definitions.
github-presence
When the user wants to optimize their GitHub profile, README, or project discoverability. Trigger phrases include "GitHub README," "README optimization," "GitHub profile," "GitHub stars," "GitHub disc
glassmorphism
Web and App implementation guide for Glassmorphism. Trigger when user wants a frosted glass effect, blurred backgrounds, transparency, or a sleek MacOS-like feel.
gradient-design
Web and App implementation guide for Gradient Design. Trigger when user wants heavy gradient usage, vibrant transitions, and modern energetic feels.
graphql-schema
GraphQL queries, mutations, and code generation patterns. Use when creating GraphQL operations, working with Apollo Client, or generating types.
grill-me
A relentless interview to sharpen a plan or design.
grill-with-docs
A relentless interview to sharpen a plan or design, which also creates docs (ADR's and glossary) as we go.
grilling
Interview the user relentlessly about a plan or design. Use when the user wants to stress-test a plan before building, or uses any 'grill' trigger phrases.
handoff
Compact the current conversation into a handoff document for another agent to pick up.
Hermes Agent Setup & Usage
Complete guide to installing, configuring, and using Hermes Agent — the open-source AI agent framework for terminal, messaging platforms, and autonomous workflows.
hf-mcp
Use Hugging Face Hub via MCP server tools. Search models, datasets, Spaces, papers. Get repo details, fetch documentation, run compute jobs, and use Gradio Spaces as AI tools. Available when connected
hf-mem
Hugging Face CLI to estimate the required memory to load Safetensors or GGUF model weights for inference from the Hugging Face Hub
high-contrast
Web and App implementation guide for High Contrast Design. Trigger when user wants accessibility-focused design, extreme legibility, or stark visual impact.
holographic-ui
Web and App implementation guide for Holographic UI. Trigger when user wants light-based appearance, projected interfaces, and transparent floating elements.
huggingface-best
Use when the user asks about finding the best, top, or recommended model for a task, wants to know what AI model to use, or wants to compare models by benchmark scores. Triggers on: "best model for X"
huggingface-local-models
Use to select models to run locally with llama.cpp and GGUF on CPU, Mac Metal, CUDA, or ROCm. Covers finding GGUFs, quant selection, running servers, exact GGUF file lookup, conversion, and OpenAI-com
huggingface-lora-space-builder
Build and publish a Gradio demo on Hugging Face Spaces for a user-provided LoRA. Use when someone asks to create, generate, ship, or publish a Space, demo, Gradio app, or playground for a LoRA — inclu
huggingface-spaces
Build, deploy, and maintain applications on Hugging Face Spaces — Gradio / Docker / Static SDKs, ZeroGPU and dedicated hardware, model loading, debugging, buckets, inference providers, community grant
huggingface-tool-builder
Use this skill when the user wants to build tool/scripts or achieve a task where using data from the Hugging Face API would help. This is especially useful when chaining or combining API calls or the
huggingface-zerogpu
AI demos and GPU compute with Gradio Spaces and Hugging Face Spaces ZeroGPU. Use when writing or reviewing code that uses `@spaces.GPU`, configuring `python_version` or `requirements.txt` for a ZeroGP
hugo-to-markdown
Convert Hugo documentation sites and Hugo-managed content into standard Markdown. Use when Agent needs to inspect a local Hugo repository, read hugo.toml or config files, content/, archetypes/, layout
hyperexecute-skill
Operates HyperExecute end-to-end for TestMu AI/LambdaTest cloud test execution: analyze projects, create YAML, validate locally, run CLI jobs, debug failures, and wire CI. Use when the user mentions H
idea-refine
Refines raw ideas into sharp, actionable concepts through structured divergent and convergent thinking. Use when an idea is still vague, when you need to stress-test assumptions before committing to a
image-generator
Generate and edit images using Gemini's Nano Banana Pro model (gemini-3-pro-image-preview). Use this skill when the user asks you to generate images, create visuals, edit photos, create logos, generat
implement
Implement a piece of work based on a PRD or set of issues.
improve-codebase-architecture
Scan a codebase for deepening opportunities, present them as a visual HTML report, then grill through whichever one you pick.
incremental-implementation
Delivers changes incrementally. Use when implementing any feature or change that touches more than one file. Use when you're about to write a large amount of code at once, or when a task feels too big
infinity
Enforces a strict input boundary protocol (detect, classify, filter, verify) to ensure untrusted data never reaches business logic raw.
isometric-design
Web and App implementation guide for Isometric Design. Trigger when user wants angled 3D appearances without vanishing points, often used for technical illustrations.
java
Language-specific super-code guidelines for java.
jest-skill
Generates Jest unit and integration tests in JavaScript or TypeScript. Covers mocking, snapshots, async testing, and React component testing. Use when user mentions "Jest", "describe/it/expect", "jest
junit-5-skill
Generates production-grade JUnit 5 unit and integration tests in Java. Covers assertions, parameterized tests, lifecycle hooks, mocking with Mockito, and nested tests. Use when user mentions "JUnit",
kotlin
Language-specific super-code guidelines for kotlin.
layered-design
Web and App implementation guide for Layered Design. Trigger when user wants multiple depth levels, floating panels, and overlapping content.
learn
Help a user learn a topic through adaptive tutoring, lesson planning, practice, retrieval checks, explanations, study guides, or exercises. Use when the user asks to learn, understand, practice, drill
lesson-generator
Build compact, standalone multi-lesson course artifacts with lesson navigation, objectives, flashcards, quizzes, and source links.
llm-council
Run Fireworks-hosted open-weight model councils that compare responses and synthesize a final answer.
logic-diff
Compare two code versions for semantic equivalence via semi-formal tracing of both versions side-by-side. Trigger when the user shares a refactor, rewrite, migration, or A/B implementation and wants t
logic-explain
Explain what a specific piece of code actually does for a given input by producing a step-by-step execution trace (interprocedural, with name resolution and type transitions). Trigger when the user is
logic-fix-all
Autonomous repository-wide audit-and-fix pipeline: health → review → locate/explain → fix → diff-verify → iterate until clean. Starts with a mandatory consent prompt (token-intensive); after consent r
logic-locate
Locate the root cause of a CONFIRMED failure via backward-then-forward semi-formal tracing. Trigger when the user provides a stack trace, failing assertion, error message, or specific wrong-value obse
logic-review
Find logic bugs in a single file or function via semi-formal execution tracing (Premises → Trace → Divergence → Trigger → Remedy). Trigger when a user shares code and suspects something is wrong witho
longbridge-content
Latest news articles, regulatory filings, community discussion topics for listed stocks, and SEC EDGAR filing analysis (10-K/10-Q/8-K/proxy/Form 4) via Longbridge. Triggers: "新闻", "公告", "资讯", "话题", "社
longbridge-fundamentals
Financial statements, business segments, dividends, valuation multiples (PE/PB/PS), industry comparison, operating data, corporate actions, company and executive profiles, cross-stock comparison, and
longbridge-market-data
Real-time quotes, K-line charts, order book, trade ticks, intraday capital flow, market sentiment temperature, trading session schedule, security lists, exchange rates, and IPO calendar for HK/US/A-sh
lookdev
Human-in-the-loop web studio to tune AI-generated output by eye. Stand up a local interactive studio (sliders, pickers, drag handles) or an inline edit/highlight/comment annotation studio for prose &
lookdev-auto
Automated visual tuning: a vision or video model rates rendered variants in a loop. Render several labeled variants into one artifact, ask the model to rate them and suggest better values, render the
loop-library
Find, compare, adapt, and design bounded AI-agent feedback loops with explicit checks, stop rules, guardrails, and handoffs.
loopy
Discover, find, compare, audit, repair, adapt, craft, run, debrief, and prepare repeatable AI-agent loops for publication. Use when a user asks to analyze code or coding threads for recurring work, fi
macos-screen-recorder
macOS screen recorder that captures the main display PLUS system audio via ScreenCaptureKit — no BlackHole/loopback driver, no sudo, just the standard Screen Recording permission. CLI-driven; fills th
mailtrap-managing-contacts
Manage Mailtrap contacts, lists, segments, custom fields, imports, CRM syncs, and campaign audiences through the UI or API.
mailtrap-sending-emails
Configure or troubleshoot Mailtrap live email sending with Email API, SMTP, transactional streams, bulk streams, or batches.
mailtrap-setting-up-sending-domain
Add or verify a Mailtrap sending domain, troubleshoot DNS propagation, publish SPF/DKIM/DMARC records, and complete compliance.
mailtrap-testing-with-sandbox
Capture outbound email in Mailtrap Email Sandbox for development, staging, CI, HTML inspection, spam checks, and fake inbox tests.
marketing-plan
When the user needs a comprehensive marketing plan for a client, a company they advise, or their own product. Also use when the user mentions "marketing plan," "growth plan," "GTM plan," "go-to-market
material-design
Web and App implementation guide for Material Design. Trigger when user wants Google's aesthetic, elevation, motion, and consistent components.
maximalism
Web and App implementation guide for Controlled Maximalism. Trigger when user wants lots of elements, dense content, but a highly curated and artistic presentation.
mdpr-skill
Review MDPR Markdown presentation workflows with semantic hints, visual checks, and deterministic renderer boundaries.
minimalism
Web and App implementation guide for the Minimalism design style. Trigger when the user wants simple layouts, lots of whitespace, few colors, and clear hierarchy.
monochromatic-ui
Web and App implementation guide for Monochromatic UI. Trigger when user wants a single-color palette, high elegance, and strict color discipline.
monte-carlo-analyze-root-cause
Investigate data incidents and find root causes using Monte Carlo's observability data. Guides the agent through systematic investigation: alert lookup, lineage tracing, ETL checks, query analysis, an
monte-carlo-asset-health
Check the health of a data table/asset using Monte Carlo. Activates on "how is table X", "check health of X", "is X healthy", "status of X", "check on X table", or any health/status question about a d
monte-carlo-monitoring-advisor
Analyze data coverage, create monitors for warehouse tables and AI agents. Covers coverage gaps, use-case analysis, data monitor creation, and agent observability.
monte-carlo-performance-diagnosis
Diagnoses pipeline performance issues -- slow jobs, expensive queries, latency trends -- using Monte Carlo's cross-platform observability. Uses a tiered investigation approach: discover problems, brid
monte-carlo-remediation
Investigate and remediate data quality alerts using Monte Carlo MCP tools. Runs root cause analysis, assesses blast radius, discovers available tools (MCP/CLI/API), proposes and executes fixes, or esc
monte-carlo-storage-cost-analysis
Analyze a warehouse for stale, unused, or redundant tables via the analyze_storage_costs MCP tool. Classifies waste patterns and table categories, computes safety tiers, and handles category drill-dow
neo-brutalism
Web and App implementation guide for Neo-Brutalism. Trigger when user wants thick borders, hard shadows, bright colors, and a playful yet structured look.
neon-ai-gateway
One API and one credential for frontier and open-source LLMs, built into your Neon branch and powered by Databricks. Use when a user wants to call an LLM, add AI/chat/an agent to their app, route betw
neon-functions
Long-running, serverless Node.js HTTP functions deployed onto your Neon branch, with DATABASE_URL injected automatically and compute that runs next to your data. Use when a user wants to host an API,
neon-object-storage
S3-compatible object storage that branches with your Neon project, so files and the database stay in sync across every branch. Use when a user wants object storage, a bucket, blob/file storage, or som
neon-postgres-branches
Choose and create the right Neon branch type for testing and development. Use when users ask about Neon branching, migration testing with real data, isolated test environments, schema-only branch work
neon-postgres-egress-optimizer
Diagnose and fix excessive Postgres egress (network data transfer) in a codebase. Use when a user mentions high database bills, unexpected data transfer costs, network transfer charges, egress spikes,
neumorphism
Web and App implementation guide for Neumorphism (Soft UI). Trigger when user wants soft shadows, extruded appearance, and light source simulation.
newman-cicd-integration
Generate ready-to-use CI/CD pipeline configurations that install and run Newman for automated API testing. Use this skill whenever the user wants to run Newman in a CI pipeline, integrate Postman coll
observability-and-instrumentation
Instruments code so production behavior is visible and diagnosable. Use when adding logging, metrics, tracing, or alerting. Use when shipping any feature that runs in production and you need evidence
odw
Dynamic multi-agent workflows — plan first, then orchestrate parallel agents with adversarial verification via the local odw daemon. Use when the user asks for a "workflow", says "ultracode", or hands
offers
When the user wants to design, construct, or improve an offer — the thing they actually sell — including value framing, bonus stacking, guarantee design, scarcity/urgency, naming, and payment structur
onboarding
When the user wants to optimize post-signup onboarding, user activation, first-run experience, or time-to-value. Also use when the user mentions "onboarding flow," "activation rate," "user activation,
open-source-marketing
When the user wants to market an open source project authentically. Trigger phrases include "open source marketing," "OSS marketing," "GitHub marketing," "promote my library," "grow stars," "launch op
openapi-spec-generator
Generate complete, production-ready OpenAPI 3.x and Swagger 2.0 specifications from natural language descriptions, code, or partial specs. Use this skill whenever the user mentions OpenAPI, Swagger, A
OpenClaw
OpenClaw — AI-powered business operations for claw-focused food and retail businesses. Supply chain, inventory, pricing, and customer operations.
Pester-Migration
Experimental (preview) Pester migration skill for upgrading PowerShell Pester test suites across major versions — v3→v4, v4→v5, and v5→v6. The v5→v6 path tracks Pester 6, which is still a release cand
Pester-Should-Migration
Experimental (preview) Pester skill for migrating classic Should -Be (v5) assertion syntax to the new Should-* (v6) assertions (note the hyphen, no space), e.g. `Should -Be` -> `Should-Be`, `Should -N
php
Language-specific super-code guidelines for php.
planning-and-task-breakdown
Breaks work into ordered tasks. Use when you have a spec or clear requirements and need to break work into implementable tasks. Use when a task feels too large to start, when you need to estimate scop
polis-protocol-a-self-optimizing-city-of-agents
Polis Protocol: A Self-Optimizing City of Agents
postgresql-cli
PostgreSQL interactive terminal (psql) reference and usage guide. Use this skill whenever the user mentions psql, PostgreSQL command-line client, backslash commands, meta-commands, \d commands, databa
postman-collection-generator
Generate complete, import-ready Postman Collection v2.1 JSON files from natural language API descriptions or cURL commands. Use this skill whenever the user describes an API in plain English ("I have
postman-newman-automation
Generate Newman CLI commands, configuration files, Jenkins pipeline scripts, and shell automation for running Postman collections in CI/CD or local environments. Use this skill whenever the user wants
postman-openapi-converter
Convert OpenAPI 3.x or Swagger 2.0 specs (YAML or JSON) into complete, import-ready Postman Collection v2.1 JSON files. Use this skill whenever the user provides or references an OpenAPI spec, Swagger
power-user-cultivation
When the user wants to identify and nurture developer advocates, build champion programs, or turn active users into contributors and evangelists. Trigger phrases include "power users," "developer advo
pr-merge-champion
Optimize pull requests for quick approval and merging by ensuring clean diffs, comprehensive self-reviews, and structured documentation.
pre-release-review
Run a read-only pre-release review for deploy readiness, migrations, config, secrets, rollout order, rollback risk, and launch blockers.
premium-3d-website
Guidelines for building premium 3D websites, focusing on custom WebGL shaders, post-processing, physics-based interactions, smooth animations, preloaders, and device optimization.
pricing
When the user wants help with pricing decisions, packaging, or monetization strategy. Also use when the user mentions 'pricing,' 'pricing tiers,' 'freemium,' 'free trial,' 'packaging,' 'price increase
privacy-mask
Mask, redact, anonymize and censor sensitive information (PII) in screenshots and images — phone numbers, emails, IDs, API keys, crypto wallets, credit cards, passwords, and more. Uses OCR (Tesseract
product-marketing
When the user wants to create or update their product marketing context document. Also use when the user mentions 'product context,' 'marketing context,' 'set up context,' 'positioning,' 'who is my ta
prototype
Build a throwaway prototype to flesh out a design — a runnable terminal app for state/business-logic questions, or several radically different UI variations toggleable from one route.
public-relations
When the user wants help with public relations, earned media, press coverage, journalist outreach, or media strategy (not pull requests). Also use when the user mentions 'PR,' 'public relations,' 'pre
puppeteer-skill
Generates Puppeteer scripts for browser automation, scraping, and PDF generation. Triggers on: "Puppeteer", "headless Chrome", "page.goto", "scrape", "PDF generation".
pytest-skill
Generates production-grade pytest tests in Python with fixtures, parametrize, markers, mocking, and conftest patterns. Use when user mentions "pytest", "conftest", "@pytest.fixture", "@pytest.mark", "
python
Language-specific super-code guidelines for python.
rclone-cli
Rclone command-line cloud storage manager reference and usage guide. Use this skill whenever the user mentions rclone, or any task involving terminal-based cloud file operations such as upload, downlo
re-create
Completely delete and rewrite a file or module from scratch when structural rot makes patching impossible.
redis-cli
Redis command-line interface (redis-cli) reference and usage guide. Use this skill whenever the user mentions redis-cli, Redis CLI, or any task involving querying, inspecting, debugging, or managing R
remote-gpu-trainer
Deploy, monitor, and debug long GPU jobs on RENTED/remote instances (AutoDL, RunPod, vast.ai, Lambda, Slurm, K8s): teardown/billing safety, spot resilience, resumable checkpointing, OOM/NaN triage.
repo-maintainer
Championship-grade repository maintenance. Audits for test artifacts, dependency issues, CI/CD health, documentation sync, and FAF alignment. Generates prioritized cleanup plans. Use when repos need d
resolving-merge-conflicts
Use when you need to resolve an in-progress git merge/rebase conflict.
retro-design
Web and App implementation guide for Retro Design (60s-80s). Trigger when user wants vintage aesthetics, warm muted colors, and nostalgic layouts.
retro-futurism
Web and App implementation guide for Retro Futurism. Trigger when user wants vintage future concepts, 1950s space age aesthetics, or atompunk vibes.
review-and-simplify-changes
Review a git diff or explicit file scope for reuse, code quality, efficiency, clarity, and standards issues, then optionally apply safe Codex-driven fixes. Use when the user asks to "simplify code", "
review-animations
Use when reviewing animation and motion code against a strict craft, performance, accessibility, and interaction-quality bar.
review-swarm
Parallel read-only multi-agent review of a current git diff or explicit file scope to find behavioral regressions, security or privacy risks, performance or reliability issues, and contract or test co
riffkit
Riff a winning TikTok into your own short video — study a proven video's emotion formula and regenerate it with your product, character, and language (EN/ES). Also makes UGC ad creative.
robot-framework-skill
Generates Robot Framework tests in keyword-driven syntax with Python. Supports SeleniumLibrary, RequestsLibrary, and custom keywords. Use when user mentions "Robot Framework", "*** Test Cases ***", "S
ruby
Language-specific super-code guidelines for ruby.
scala
Language-specific super-code guidelines for scala.
sci-fi-interface
Web and App implementation guide for Sci-Fi Interface Design. Trigger when user wants HUDs, spacecraft dashboards, or tactical military readouts.
screenstudio-alt
Open-source headless Screen Studio alternative: auto speed-up of idle, auto-zoom on click clusters, keystroke overlay chips, smoothed synthetic cursor, and 9:16 vertical export that follows the action
sdk-dx
Design SDKs that developers love to use—APIs that feel native, error messages that guide, and experiences that reduce friction. This skill covers creating SDKs that drive adoption through exceptional
security-and-hardening
Hardens code against vulnerabilities. Use when handling user input, authentication, data storage, or external integrations. Use when building any feature that accepts untrusted data, manages user sess
selenium-skill
Generates production-grade Selenium WebDriver automation scripts and tests in Java, Python, JavaScript, C#, Ruby, or PHP. Supports local execution and TestMu AI cloud with 3000+ browser/OS combination
setup-matt-pocock-skills
Configure this repo for the engineering skills — set up its issue tracker, triage label vocabulary, and domain doc layout. Run once before first use of the other engineering skills.
sharp-coder
Two-layer performance skill combining disciplined THINK layer (surgical edits, simplicity) and terse SPEAK layer (caveman compression). Triggers on requests for brevity, token efficiency, or disciplin
shipping-and-launch
Prepares production launches. Use when preparing to deploy to production. Use when you need a pre-launch checklist, when setting up monitoring, when planning a staged rollout, or when you need a rollb
skeuomorphism
Web and App implementation guide for Skeuomorphism. Trigger when user wants UI to mimic real-world objects, realistic textures, or physical metaphors.
smartui-skill
Generates SmartUI visual regression test configurations for screenshot comparison on TestMu AI cloud. Framework-agnostic — works with Playwright, Selenium, Cypress, Puppeteer. Use when user mentions "
soft-pastel
Web and App implementation guide for Soft Pastel Design. Trigger when user wants gentle colors, calming UI, baby/lifestyle branding, or low-contrast aesthetics.
source-driven-development
Grounds every implementation decision in official documentation. Use when you want authoritative, source-cited code free from outdated patterns. Use when building with any framework or library where c
spatial-computing-ui
Web and App implementation guide for Spatial Computing UI. Trigger when user wants floating elements, environmental awareness, and Apple Vision Pro style.
spatial-design
Web and App implementation guide for Spatial Design. Trigger when user wants environment-aware layouts, Apple Vision Pro inspiration, and mixed reality aesthetics.
spec-driven-development
Creates specs before coding. Use when starting a new project, feature, or significant change and no specification exists yet. Use when requirements are unclear, ambiguous, or only exist as a vague ide
sql-sentinel
Audit SQL for the cost & performance anti-patterns that burn warehouse credits. Scores warehouse health 0-100 and outputs a prioritized cost-reduction plan for BigQuery, Snowflake, Redshift, and Postg
styleseed-design-review
Reviews UI/frontend code and tells you exactly why it "looks AI-generated" — then how to fix it. Use it when a React/Tailwind/HTML interface looks off, generic, or unfinished, when you want a design s
supabase
Use when doing ANY task involving Supabase. Triggers: Supabase products (Database, Auth, Edge Functions, Realtime, Storage, Vectors, Cron, Queues); client libraries and SSR integrations (supabase-js,
supabase-postgres-best-practices
Postgres performance optimization and best practices from Supabase. Use this skill when writing, reviewing, or optimizing Postgres queries, schema designs, or database configurations.
super-code
Standing house style to enforce dense, correct, and idiomatic code on all coding tasks. Minimizes code bloat and agent operation overhead.
survey-generator
Generate source-backed AI/ML survey paper artifacts with curated bibliographies and Fireworks/Kimi HTML rendering.
swift
Language-specific super-code guidelines for swift.
swiss-design
Web and App implementation guide for Swiss Design (International Typographic Style). Trigger when user wants strict grid systems, strong typography, and clean, asymmetrical alignment.
synthwave
Web and App implementation guide for Synthwave. Trigger when user wants 80s-inspired neon, dark backgrounds, outrun grids, and Miami Vice aesthetics.
tdd
Test-driven development. Use when the user wants to build features or fix bugs test-first, mentions "red-green-refactor", or wants integration tests.
teach
Teach the user a new skill or concept, within this workspace.
technical-tutorials
When the user wants to create step-by-step technical tutorials, quickstarts, or code walkthroughs. Trigger phrases include "tutorial," "quickstart," "getting started guide," "walkthrough," "step by st
test-framework-migration-skill
Migrates and converts test automation scripts between Selenium, Playwright, Puppeteer, and Cypress. Use when the user asks to migrate, convert, or port tests from one framework to another; rewrite tes
testng-skill
Generates TestNG tests in Java with groups, data providers, parallel execution, XML suite configuration, and listeners. Use when user mentions "TestNG", "@DataProvider", "testng.xml", "groups". Trigge
the-honoured-one
Forces the AI to fully load context and read relevant files before performing complex, multi-file tasks, architectural changes, or debugging. Prevents acting on assumptions.
tile-design
Web and App implementation guide for Tile Design. Trigger when user wants Microsoft Metro style, sharp square information units, and horizontal scrolling grids.
to-issues
Break a plan, spec, or PRD into independently-grabbable issues on the project issue tracker using tracer-bullet vertical slices.
to-prd
Turn the current conversation into a PRD and publish it to the project issue tracker — no interview, just synthesis of what you've already discussed.
tools-page-seo-optimizer
Framework-agnostic SEO workflow for any site with multiple tool, product, or feature pages. Covers duplicate content, unique meta tags, heading hierarchy, internal linking, URL slugs, E-E-A-T, content
train-sentence-transformers
Train or fine-tune sentence-transformers models across `SentenceTransformer` (bi-encoder; dense or static embedding model; for retrieval, similarity, clustering, classification, paraphrase mining, ded
triage
Move issues and external PRs through a state machine of triage roles — categorise, verify, grill if needed, and write agent-ready briefs.
trl-training
Train and fine-tune transformer language models using TRL (Transformers Reinforcement Learning). Supports SFT, DPO, GRPO, KTO, RLOO and Reward Model training via CLI commands.
tune-monitor
Analyze a Monte Carlo monitor and recommend config changes to reduce alert noise. Supports metric, custom SQL, validation, and table monitors. Fetches the report, identifies patterns, and suggests tun
typescript
Language-specific super-code guidelines for typescript.
typography-first
Web and App implementation guide for Typography First Design. Trigger when user wants text as the absolute main visual element, with minimal UI chroming.
ui-lint
Quick automated lint — detects common design system violations in seconds
ui-motion
Apply a named StyleSeed motion to a component — either one of the 5 personality seeds (Spring/Silk/Snap/Float/Pulse × entrance/exit/hover/press/layout) or a distinctive keyword move from the motion li
ui-score
Score a UI file's design quality 0-100 against StyleSeed's design language — per-category breakdown, the worst offenders, and a prioritized fix list. A quantified version of /ss-review.
ui-skills-root
Use before UI-related work to select the smallest useful UI Skills context through the ui-skills CLI.
ui-update
Update StyleSeed engine in your project — analyzes what's outdated and updates safely
unslop-commit
Rewrites commit messages so they sound like a careful human engineer wrote them. Strips AI/marketing slop ("comprehensive solution", "robust implementation", "leverage", "enhance", "seamlessly", "This
unslop-file
Humanize natural-language memory files (CLAUDE.md, todos, preferences, docs) by removing AI-isms and adding burstiness while preserving every code block, URL, path, command, and heading exactly. Two m
unslop-review
Rewrites code review comments so they read like a human teammate wrote them. Cuts corporate-AI throat-clearing ("I noticed...", "I was wondering if perhaps...", "It might be worth considering..."). Ea
update-swiftui-apis
Scan Apple's SwiftUI documentation for deprecated APIs and update the SwiftUI Expert Skill with modern replacements. Use when asked to "update latest APIs", "refresh deprecated SwiftUI APIs", "check f
usage-based-pricing
Design pricing models that developers understand, accept, and can predict. Trigger phrases: usage-based pricing, API pricing, metered billing, developer pricing, pricing page, cost calculator, pay as
use-dom
Use Expo DOM components to run web code in a webview on native and as-is on web. Migrate web code to native incrementally.
vaporwave
Web and App implementation guide for Vaporwave. Trigger when user wants neon colors, retro digital aesthetics, 90s OS elements, and Roman statues.
vibrant-maximalism
Web and App implementation guide for Vibrant Maximalism. Trigger when user wants rich colors, dense layouts, extreme sensory input, and "more is more".
vitest-skill
Generates Vitest tests in JavaScript/TypeScript with Vite-native speed. Jest-compatible API with ESM support and HMR. Use when user mentions "Vitest", "vi.mock", "vitest.config". Triggers on: "Vitest"
weaviate
Search, query, inspect, create, and import data into Weaviate vector database collections using official scripts and references.
weaviate-cookbooks
Build Weaviate AI apps from official cookbook blueprints for RAG, agentic RAG, data exploration, multimodal PDF search, async clients, and frontends.
web-media-getter
One query across free image / video / GIF APIs (stock + historical/archival + GIF engines), returning normalized, license-tagged results with optional top-K download + attribution sidecar. The retriev
web-project-brainstorming
Masterclass framework for brainstorming web development projects and page designs. Outlines structural phases for concept, UX flow, styling aesthetics, technical architecture, and SEO.
webdriverio-skill
Generates WebdriverIO (WDIO) automation tests in JavaScript or TypeScript. Supports local and TestMu AI cloud. Use when user mentions "WebdriverIO", "WDIO", "wdio.conf", "browser.url", "$", "$$". Trig
widget-based-design
Web and App implementation guide for Widget-Based Design. Trigger when user wants modular blocks, iOS Home Screen aesthetics, and customizable mini-apps.
wiki-builder
Create and maintain reusable research wikis with source provenance, configurable structure, and local markdown outputs.
wjttc-builder
PLAN and GENERATE WJTTC (Championship-Grade) test suites for any project. Analyzes the codebase, classifies components across the WJTTC five tiers (Brake · Engine · Aero · Tyre · Pit), writes a tiered
wjttc-tester
F1-inspired test EXECUTOR + reporter. Runs a test plan, finds and reproduces bugs, audits suite signal integrity, then files a WJTTC report (Brake/Engine/Aero/Tyre/Pit) with a tier verdict. Use when y
workorai
WorkorAI talent-marketplace skill: candidates search jobs and manage applications; employers run the job lifecycle and get ranked candidate matches with white-box fit explanations.
wp-site-health-auditor
Turns a WordPress Site Health report into a risk-tiered, backup-first fix plan with exact WP-CLI/PHP snippets. Use for site health, recommended improvements, or critical issue reports.
writing-great-skills
Reference for writing and editing skills well — the vocabulary and principles that make a skill predictable.
y2k-design
Web and App implementation guide for Y2K Design. Trigger when user wants chrome effects, futuristic 2000s look, blob shapes, and tech optimism.
yao-meta-skill
Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use for skill creation, reusable workflow packaging, skill improvement, evals, and team-ready
youtube-notetaker
Turn YouTube talks into local study notes with slides, transcripts, editable annotations, and a markdown-backed viewer.
youtube-seo-optimizer
Generate complete YouTube & podcast SEO packages with live-researched keywords — titles, descriptions, tags, hashtags, chapters, and audit fixes. Use for new or underperforming content.