aegisops-ai
Autonomous DevSecOps & FinOps Guardrails. Orchestrates Gemini 3 Flash to audit Linux Kernel patches, Terraform cost drifts, and K8s compliance.
🛠️ All 227 Engineering Skills
Updated: 2026-10-08
agent-evals
Build automated evaluation suites for AI agents using golden datasets, rubrics, and regression gates. Use when shipping agent features, validating prompt changes, or gating deployments on quality.
agent-observability
Instrument AI agents with tracing, token metrics, latency, and cost visibility. Use for reliability and debugging.
ai-agent-evaluation-benchmarking
Autonomous AI agent benchmark evaluation register: task completion rates, planning accuracy, tool invocation precision, and cost benchmarks.
ai-agent-tool-routing
Autonomous AI agent tool router register: schema registration, runtime parameter coercion, idempotency keys, and error recovery policies.
ai-code-generation-guardrails
Autonomous AI code generation safety guardrail register: static AST analysis, forbidden import filters, and zero-day vulnerability checks.
ai-inference-service-mesh
Use service mesh patterns for AI inference traffic management, mTLS, canary releases, policy enforcement, and cross-cluster resilience.
ai-pipeline-orchestration
Orchestrate AI/ML pipelines for data ingestion, model training, batch inference, and RAG indexing using Prefect, Airflow, or Dagster.
ai-prompt-regression-testing
Prompt engineering regression test matrix register: baseline outputs, semantic drift thresholds, judge evaluations, and golden dataset.
ai-sre-incident-response
Build AI-focused SRE incident response practices for LLM outages, degraded quality, runaway cost events, and safety regressions.
alerting-oncall
Set up alerting rules, configure on-call rotations, and manage incident response workflows.
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
apple-container
Build, run, and manage OCI/Linux containers as lightweight per-container VMs on Apple-silicon macOS using Apple's open-source container CLI, no Docker daemon required.
argocd-gitops
Implement GitOps with ArgoCD for declarative Kubernetes deployments.
arm-templates
Deploy Azure resources with ARM templates and Bicep. Create modular deployments and manage dependencies. Use when deploying Azure-native IaC.
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-cost-optimization
Reduce AWS spend with rightsizing, autoscaling, commitment planning, and storage lifecycle policies. Use when running FinOps reviews, lowering cloud bills, or improving cost-per-request metrics.
aws-ec2
Manage EC2 instances, AMIs, and auto-scaling groups. Configure security groups, key pairs, and instance types. Use when deploying compute resources on AWS.
aws-ecs-fargate
Deploy containers on ECS and Fargate. Configure task definitions, services, and load balancing. Use when running containerized workloads on AWS.
aws-iam
Manage IAM users, roles, and policies. Implement least-privilege access and security best practices. Use when configuring AWS identity and access management.
aws-lambda
Build and deploy serverless functions on AWS Lambda. Configure triggers, manage permissions, and optimize performance. Use when implementing serverless applications.
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-rds
Provision and manage RDS databases. Configure backups, replication, and security. Use when deploying managed relational databases on AWS.
aws-s3
Configure S3 buckets, policies, and lifecycle rules. Implement versioning, replication, and security. Use when managing object storage on AWS.
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-skills
AWS development with infrastructure automation and cloud architecture patterns
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
aws-vpc
Design and implement VPCs and networking. Configure subnets, route tables, and security groups. Use when setting up AWS network infrastructure.
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-aks
Deploy and manage Azure Kubernetes Service clusters. Configure node pools, networking, and integrations. Use when running Kubernetes workloads on Azure.
azure-devops
Set up Azure Pipelines for CI/CD, configure build and release pipelines, manage Azure DevOps projects, and integrate with Azure services.
azure-functions-devsec
Build serverless applications on Azure Functions. Configure triggers, bindings, and deployment. Use when implementing serverless workloads on Azure.
azure-networking
Configure Azure VNets, NSGs, and Azure Firewall. Implement hub-spoke topology and private endpoints. Use when designing Azure network infrastructure.
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-sql
Provision Azure SQL Database and Cosmos DB. Configure security, backups, and replication. Use when deploying managed databases on Azure.
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
azure-vms
Manage Azure Virtual Machines and scale sets. Configure availability sets and managed disks. Use when deploying compute resources on Azure.
backup-recovery
Implement backup and recovery strategies. Configure rsync, Restic, and cloud backups. Use when designing data protection solutions.
block-storage
Manage block storage volumes and LVM. Configure cloud block storage and local disks. Use when managing disk storage.
blue-green-deploy
Configure zero-downtime deployment strategies including blue-green, canary, and rolling deployments.
brendangregg-use-tsa
Methodical performance troubleshooting and root-cause analysis with Brendan Gregg's USE and TSA methods, plus evidence-backed RCA and postmortem reports.
cdn-setup
Configure CDNs for content delivery. Set up CloudFront, Cloudflare, and Fastly. Use when optimizing global content delivery.
circleci
Configure CircleCI workflows and orbs for continuous integration and deployment.
cloudflare-pages
Deploy static sites and full-stack apps on Cloudflare Pages with previews, functions, and custom domains.
cloudflare-r2
Manage Cloudflare R2 buckets, lifecycle, and signed URLs. Use for low-egress object storage and media delivery.
cloudflare-workers
Build and deploy edge functions with Cloudflare Workers and Wrangler. Use for APIs, cron jobs, and edge middleware.
cloudflare-zero-trust
Protect internal apps with Cloudflare Access, device posture, and Zero Trust policies.
cloudformation
Deploy AWS resources with CloudFormation templates. Create stacks, use nested stacks, and implement drift detection. Use when deploying AWS-native IaC.
cloudish
Deploy a Dockerfile, source folder, or existing image to Cloudish as a running container at a live URL, built server-side with no local Docker, with confirmation before spending credits.
container-registries
Manage container registries including ECR, ACR, GCR, and Docker Hub.
convex-backend
Build reactive backends with Convex functions, schema validation, auth integration, and deployment workflows. Use when building real-time apps with type-safe server functions and automatic caching.
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
cross-chain-relayer-audit
Cross-chain relayer bridge audit register: message hash verifications, replay protection nonces, validator quorum, and withdrawal proofs.
database-backups
Implement database backup strategies. Configure automated backups, retention, and recovery testing. Use when designing backup and recovery procedures.
datadog
Implement Datadog monitoring and APM for infrastructure and applications.
defi-yield-strategy-allocator
Multi-vault automated yield strategy allocation register: APY benchmarks, impermanent loss risk tiers, and rebalancing triggers.
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".
devcontainers-nix
Create reproducible development environments with Dev Containers, Nix flakes, and Devbox for consistent toolchains across teams.
devops-deploy
DevOps e deploy de aplicacoes — Docker, CI/CD com GitHub Actions, AWS Lambda, SAM, Terraform, infraestrutura como codigo e monitoramento.
devops-pipeline-builder
Design and implement CI/CD pipelines, Docker configurations, deployment strategies, and infrastructure automation with production-ready patterns.
dns-management
Configure DNS zones and records. Manage Route53, Cloud DNS, and self-hosted DNS. Use when setting up DNS infrastructure.
docker-compose
Define and run multi-container Docker applications using Docker Compose.
docker-management
Build, optimize, and troubleshoot Docker containers and images.
dropthehassle-publish
Publish a finished static site to a free HTTPS link with DropTheHassle: build it if needed, deploy, hand over the claim link, verify it is live, never spend money.
ebpf-observability
Use eBPF for deep kernel-level observability — trace syscalls, network flows, and application behavior without code changes using Cilium, Tetragon, and bpftrace.
elk-stack
Deploy and manage the ELK Stack (Elasticsearch, Logstash, Kibana) for log aggregation and analysis.
feature-flags
Implement feature flags for progressive feature rollout using LaunchDarkly, Unleash, or custom solutions.
fedora-hyprland-installer
Install, configure, verify, repair, update, and uninstall Hyprland on Fedora Linux with GPU-aware detection (NVIDIA/AMD/Intel).
firebase-app-platform
Build and operate apps on Firebase using Auth, Firestore, Cloud Functions, and Hosting. Use when building mobile/web backends with managed services, real-time data sync, or serverless APIs.
gcp-cloud-functions
Deploy serverless functions on Google Cloud Functions. Configure triggers and manage deployments. Use when implementing serverless workloads on GCP.
gcp-cloud-sql
Provision Cloud SQL and Spanner databases. Configure high availability, backups, and security. Use when deploying managed databases on GCP.
gcp-compute
Manage Compute Engine instances and instance templates. Configure managed instance groups and preemptible VMs. Use when deploying compute resources on GCP.
gcp-gke
Deploy and manage Google Kubernetes Engine clusters. Configure node pools, networking, and workload identity. Use when running Kubernetes on GCP.
gcp-networking
Configure VPCs, firewall rules, and Cloud NAT. Implement shared VPC and private service connect. Use when designing GCP network infrastructure.
git-workflow
Implement Git branching strategies, PR workflows, and release management patterns.
github-actions
Build, test, and deploy applications using GitHub Actions workflows.
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.
github-actions-debugger
Specialized skill for diagnosing, analyzing, and fixing failing GitHub Actions workflows by parsing run logs and pipeline definitions.
gitlab-ci
Configure GitLab CI/CD pipelines and runners for automated building, testing, and deployment.
gpu-kubernetes-operations
Operate GPU-backed Kubernetes clusters for AI inference and training with scheduling, autoscaling, node health, MIG partitioning, and cost controls.
gpu-server-management
Set up and manage NVIDIA GPU servers for AI workloads
helm-charts
Create, manage, and deploy Helm charts for Kubernetes package management.
hf-cloud-aws-context-discovery
Discover the effective local AWS profile, region, account, and caller identity before any AWS task without exposing credentials.
identity-access-management
Set up and manage SSO, SCIM provisioning, and MFA for startup teams using Google Workspace, Okta, or Azure AD.
jenkins
Create and manage Jenkins CI/CD pipelines, configure agents, manage plugins, and automate builds.
kubernetes-ops
Deploy, scale, and manage Kubernetes workloads.
kubestellar-console
Multi-cluster Kubernetes dashboard with AI-powered operations via MCP server and 10+ built-in agent skills
kustomize
Customize Kubernetes manifests without templating using Kustomize.
linux-administration
System administration for Linux servers. Manage packages, services, and system configuration. Use when administering Linux systems.
llm-caching
Implement multi-layer LLM caching with exact match, semantic similarity, and provider-side prompt caching.
llm-cost-optimization
Reduce LLM API and infrastructure costs through model selection, prompt caching, batching, caching, quantization, and self-hosting strategies.
llm-fine-tuning
Set up infrastructure for fine-tuning LLMs with QLoRA, LoRA, and full fine-tuning using Hugging Face TRL, Axolotl, and distributed training with DeepSpeed or FSDP.
llm-gateway
Deploy an API gateway for LLM traffic with load balancing, rate limiting, key management, semantic caching, fallback routing, and cost tracking.
llm-inference-scaling
Auto-scale LLM inference clusters on Kubernetes using KEDA, custom GPU metrics, and horizontal pod autoscaling.
llmops-platform-engineering
Build production LLMOps platforms with CI/CD, model promotion workflows, evaluation gates, rollback, and governance across cloud and self-hosted inference.
load-balancing
Configure load balancers and traffic distribution. Implement health checks and SSL termination. Use when distributing traffic across servers.
loki-logging
Configure Grafana Loki for log aggregation and analysis.
mac-mini-llm-lab
Configure a Mac mini as a reliable local LLM server with remote access, observability, and power-safe operation. Use when building an always-on private AI inference server on Apple Silicon.
mdm-device-management
Manage and secure company devices with MDM solutions
mirrord
Run a local process inside a live Kubernetes cluster's network, env and traffic with mirrord, so changes are tested against real services without deploying.
mise-configurator
Generate production-ready mise.toml setups for local development, CI/CD pipelines, and toolchain standardization.
model-registry-governance
Establish model registry standards, governance controls, metadata schemas, approvals, and lifecycle policies for enterprise AI deployments.
model-serving-kubernetes
Deploy ML models on Kubernetes with KServe (formerly KFServing) and NVIDIA Triton Inference Server.
mongodb
Administer MongoDB databases. Configure replica sets, sharding, and backups. Use when managing MongoDB deployments.
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
multi-tenant-llm-hosting
Design secure, multi-tenant LLM hosting platforms with tenant isolation, quotas, billing attribution, noisy-neighbor protection, and per-tenant policy controls.
mysql
Administer MySQL/MariaDB databases. Configure replication and optimize performance. Use when managing MySQL deployments.
new-relic
Configure New Relic observability platform for infrastructure and application monitoring.
nfs-storage
Configure NFS servers and clients. Implement network file sharing for Linux systems. Use when setting up shared storage.
object-storage
Configure object storage with S3, GCS, and MinIO. Implement lifecycle policies and access controls. Use when managing object storage.
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
observability-cloud-planning
Build a cloud, SLO, and incident-readiness register after intake. Use when an SME needs monitoring scope, alert ownership, cost limits, or service planning.
ollama-stack
Run local LLM workloads with Ollama, Open WebUI, and GPU-aware tuning for private development environments.
openclaw-local-mac-mini
Set up OpenClaw locally and run it reliably on a Mac mini for private, always-on local agent workflows.
openclaw-security-hardening
Harden OpenClaw self-hosted environments with baseline host controls, auth tightening, secret handling, network segmentation, and safe update/rollback workflows.
openshift
Manage Red Hat OpenShift clusters and deployments.
opentelemetry
Instrument applications and infrastructure with OpenTelemetry for unified traces, metrics, and logs.
opentofu-migration
Migrate from Terraform to OpenTofu with state compatibility, provider registry setup, and CI/CD pipeline updates. Use when adopting the open-source Terraform fork or evaluating license-free IaC.
performance-tuning
Optimize Linux system performance. Configure kernel parameters, analyze bottlenecks, and tune resources. Use when improving system performance.
planetscale
Operate MySQL-compatible databases on PlanetScale with branching workflows, safe migrations, and production rollouts.
platform-engineering
Build internal developer platforms (IDPs) with self-service infrastructure, golden paths, and developer portals using Backstage, Crossplane, and score.
podman
Manage containers using Podman, the daemonless container engine.
postgresql-devsec
Administer PostgreSQL databases. Configure replication, backups, and performance tuning. Use when managing PostgreSQL deployments.
production-runtime-certification
Certify a deployed service with fresh evidence across source, CI, migrations, runtime health, readiness, and critical routes; use before declaring a release production-ready.
prometheus-grafana
Set up metrics collection and visualization with Prometheus and Grafana.
rag-infrastructure
Build and operate Retrieval-Augmented Generation (RAG) infrastructure with vector stores, embedding pipelines, and hybrid search.
rag-observability-evals
Monitor and evaluate RAG systems with retrieval quality metrics, groundedness checks, hallucination detection, and continuous regression testing.
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
redis
Configure Redis for caching and data storage. Set up clustering, persistence, and Sentinel. Use when implementing Redis caching or queues.
reverse-proxy
Configure nginx and Traefik as reverse proxies. Implement SSL termination and routing. Use when setting up application gateways.
saas-security-posture
Audit and harden your SaaS tool stack
semantic-versioning
Automate versioning and changelog generation using semantic versioning principles.
service-mesh
Implement Istio and Linkerd service meshes. Configure mTLS, traffic management, and observability. Use when managing microservices communication.
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
smart-contract-formal-verification
Foundry and Soroban formal invariant verification register: state transition rules, boundary invariant properties, and symbolic execution checks.
smart-contract-upgrade-governance
Soroban WASM upgrade governance register: executable bytecode hash, timelocked migration delays, and multi-sig authorization quorum.
soroban-contract-audit
Soroban smart contract security audit register: authorization checks, panic pathways, integer overflows, and storage footprint verification for Stellar.
soroban-liquidity-pool
Automated market maker liquidity pool register: constant-product invariant curves, swap fee tiers, and LP token shares for Soroban DeFi.
soroban-oracle-data-feed-audit
DeFi price oracle integration and safety audit register: heartbeat bounds, stale price threshold reversion, and TWAP medianizer validation.
soroban-storage-ttl-lifecycle
Soroban ledger state rent and TTL extension register: live state tracking, bump thresholds, rent fee reserves, and archive boundaries.
soroban-token-minter
Soroban SEP-41 token contract architecture register: admin control, supply caps, metadata standard, and transfer event emissions on Stellar.
sre-dashboards
Design and operationalize SRE dashboards that surface reliability, latency, error, saturation, and capacity signals across services.
ssh-configuration
Configure SSH servers and clients securely. Manage keys, tunnels, and config files. Use when setting up secure remote access.
sshepherd
Zero-knowledge SSH ops CLI — server health checks, docker/systemd control, log tailing, Postgres introspection, and declarative deploys, without ever exposing credentials to the agent.
startup-it-troubleshooting
Practical IT troubleshooting playbooks for small teams without dedicated IT staff.
stellar-anchor-integration
Stellar anchor protocol compliance register: SEP-10 web authentication, SEP-24 interactive deposit and withdrawal, and KYC lifecycle.
stellar-asset-clawback-compliance
Regulated Stellar asset clawback architecture register: issuer authorization flags, claimable balance revocations, and regulatory audit trail.
stellar-escrow-timelock
Decentralized conditional escrow and timelock contract register: multi-signature release conditions, clawback expiry, and settlement triggers.
stellar-multisig-threshold-coordinator
Multi-signature signer and threshold coordination register: weight configurations, master key locks, and cosigner quorum thresholds for Stellar.
systemd-services
Create and manage systemd services and timers. Configure service dependencies and resource limits. Use when managing system services.
terraform-aws
Provision AWS infrastructure with Terraform. Create modules, manage state, and implement IaC best practices. Use when deploying AWS resources declaratively.
Terraform-Azure
Create or modify solutions built using Terraform on Azure.
terraform-gcp
Provision GCP infrastructure with Terraform. Configure providers and deploy Google Cloud resources. Use when implementing IaC for GCP.
user-management
Manage users, groups, and permissions on Linux systems. Configure sudo and access controls. Use when managing system access.
vector-database-ops
Deploy, manage, and optimize vector databases for AI applications.
vercel-deployments
Deploy frontend and full-stack apps on Vercel with previews, edge functions, environment promotion, and production guardrails.
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
vllm-server
Deploy and manage vLLM for high-throughput LLM inference. Configure continuous batching, tensor parallelism, quantization, and OpenAI-compatible API endpoints for production LLM serving.
web3-rate-limiting-circuit-breaker
On-chain and relayer rate-limiting circuit breaker register: throughput thresholds, emergency pause triggers, and multi-sig recovery.
web3-transaction-relayer-pool
Gasless transaction relayer node pool register: fee sponsorship limits, nonce synchronization, and balance replenishment alerts.
windows-server
Administer Windows Server systems. Manage IIS, Active Directory, and PowerShell automation. Use when administering Windows infrastructure.
zk-proof-verification-pipeline
Zero-knowledge cryptographic verification pipeline register: proving system, circuit verification keys, public inputs, and gas costs.
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
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
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 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-Architecture-Autopilot
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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-Naming
Azure resource naming conventions based on Microsoft CAF (Cloud Adoption Framework). Use when creating, reviewing, or suggesting names for Azure resources.
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-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
Defender Scout KQL
Generates, validates, and optimizes KQL queries for Microsoft Defender XDR Advanced Hunting across Endpoint, Identity, Office 365, Cloud Apps, and Identity.
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-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
Gem-Devops
Infrastructure deployment, CI/CD pipelines, container management.
Mcp-Deploy-Manage-Agents
Skill converted from mcp-deploy-manage-agents.prompt.md
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.
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.
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.
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.
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',
SE: DevOps/CI
DevOps specialist for CI/CD pipelines, deployment debugging, and GitOps workflows focused on making deployments boring and reliable
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
Update-Avm-Modules-In-Bicep
Update Azure Verified Modules (AVM) to latest versions in Bicep files.
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 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。"
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
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。
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。
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。
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。
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。
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。
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。
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。
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
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。
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。
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。
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。
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。
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。
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。
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。
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。
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。
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。
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。
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。
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。
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。
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。