MR
Mayur Rathi
@mayurrathi
⭐ 40.7k GitHub stars

Skill Developer

Skill Developer is an code AI skill with a core value of Create and manage Claude Code skills following Anthropic best practices. It helps developers solve real-world problems in the code domain, boosting efficiency, automating repetitive tasks, and optimizing workflows.

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...

Last verified on: 2026-07-07

Quick Facts

Category code
Works With Claude
Source sickn33/antigravity-awesome-skills
Stars ⭐ 40.7k
Last Verified 2026-07-07
Risk Level Low
mkdir -p ./skills/skill-developer && curl -sfL https://raw.githubusercontent.com/sickn33/antigravity-awesome-skills/main/skills/skill-developer/SKILL.md -o ./skills/skill-developer/SKILL.md

Run in terminal / PowerShell. Requires curl (Unix) or PowerShell 5+ (Windows).

Skill Content

# Skill Developer Guide


Purpose


Comprehensive guide for creating and managing skills in Claude Code with auto-activation system, following Anthropic's official best practices including the 500-line rule and progressive disclosure pattern.


When to Use This Skill


Automatically activates when you mention:

- Creating or adding skills

- Modifying skill triggers or rules

- Understanding how skill activation works

- Debugging skill activation issues

- Working with skill-rules.json

- Hook system mechanics

- Claude Code best practices

- Progressive disclosure

- YAML frontmatter

- 500-line rule


---


System Overview


Two-Hook Architecture


**1. UserPromptSubmit Hook** (Proactive Suggestions)

- **File**: `.claude/hooks/skill-activation-prompt.ts`

- **Trigger**: BEFORE Claude sees user's prompt

- **Purpose**: Suggest relevant skills based on keywords + intent patterns

- **Method**: Injects formatted reminder as context (stdout → Claude's input)

- **Use Cases**: Topic-based skills, implicit work detection


**2. Stop Hook - Error Handling Reminder** (Gentle Reminders)

- **File**: `.claude/hooks/error-handling-reminder.ts`

- **Trigger**: AFTER Claude finishes responding

- **Purpose**: Gentle reminder to self-assess error handling in code written

- **Method**: Analyzes edited files for risky patterns, displays reminder if needed

- **Use Cases**: Error handling awareness without blocking friction


**Philosophy Change (2025-10-27):** We moved away from blocking PreToolUse for Sentry/error handling. Instead, use gentle post-response reminders that don't block workflow but maintain code quality awareness.


Configuration File


**Location**: `.claude/skills/skill-rules.json`


Defines:

- All skills and their trigger conditions

- Enforcement levels (block, suggest, warn)

- File path patterns (glob)

- Content detection patterns (regex)

- Skip conditions (session tracking, file markers, env vars)


---


Skill Types


1. Guardrail Skills


**Purpose:** Enforce critical best practices that prevent errors


**Characteristics:**

- Type: `"guardrail"`

- Enforcement: `"block"`

- Priority: `"critical"` or `"high"`

- Block file edits until skill used

- Prevent common mistakes (column names, critical errors)

- Session-aware (don't repeat nag in same session)


**Examples:**

- `database-verification` - Verify table/column names before Prisma queries

- `frontend-dev-guidelines` - Enforce React/TypeScript patterns


**When to Use:**

- Mistakes that cause runtime errors

- Data integrity concerns

- Critical compatibility issues


2. Domain Skills


**Purpose:** Provide comprehensive guidance for specific areas


**Characteristics:**

- Type: `"domain"`

- Enforcement: `"suggest"`

- Priority: `"high"` or `"medium"`

- Advisory, not mandatory

- Topic or domain-specific

- Comprehensive documentation


**Examples:**

- `backend-dev-guidelines` - Node.js/Express/TypeScript patterns

- `frontend-dev-guidelines` - React/TypeScript best practices

- `error-tracking` - Sentry integration guidance


**When to Use:**

- Complex systems requiring deep knowledge

- Best practices documentation

- Architectural patterns

- How-to guides


---


Quick Start: Creating a New Skill


Step 1: Create Skill File


**Location:** `.claude/skills/{skill-name}/SKILL.md`


**Template:**

markdown
---
name: Skill Developer
description: Brief description including keywords that trigger this skill. Mention topics, file types, and use cases. Be explicit about trigger terms.
---

# My New Skill

## Purpose
What this skill helps with

## When to Use
Specific scenarios and conditions

## Key Information
The actual guidance, documentation, patterns, examples

**Best Practices:**

- ✅ **Name**: Lowercase, hyphens, gerund form (verb + -ing) preferred

- ✅ **Description**: Include ALL trigger keywords/phrases (max 1024 chars)

- ✅ **Content**: Under 500 lines - use reference files for details

- ✅ **Examples**: Real code examples

- ✅ **Structure**: Clear headings, lists, code blocks


###

🎯 Best For

  • Debugging engineers
  • QA teams
  • Claude users
  • Software engineers
  • Development teams

💡 Use Cases

  • Tracing runtime errors in production logs
  • Identifying memory leaks
  • Code quality improvement
  • Best practice enforcement

📖 How to Use This Skill

  1. 1

    Install the Skill

    Copy the install command from the Terminal tab and run it. The SKILL.md file downloads to your local skills directory.

  2. 2

    Load into Your AI Assistant

    Open Claude and reference the skill. Paste the SKILL.md content or use the system prompt tab.

  3. 3

    Apply Skill Developer to Your Work

    Open your project in the AI assistant and ask it to apply the skill. Start with a small module to verify the output quality.

  4. 4

    Review and Refine

    Review AI suggestions before committing. Run tests, check for regressions, and iterate on the skill output.

❓ Frequently Asked Questions

Can this debug production issues?

Yes, but always ensure you have proper logging and monitoring in place first.

Is Skill Developer compatible with Cursor and VS Code?

Yes — this skill works with any AI coding assistant including Cursor, VS Code with Copilot, and JetBrains IDEs.

Do I need specific dependencies for Skill Developer?

Check the install command and Works With section. Most code skills only require the AI assistant and your codebase.

How do I install Skill Developer?

Copy the install command from the Terminal tab and run it. The skill downloads to ./skills/skill-developer/SKILL.md, ready to use.

Can I customize this skill for my team?

Absolutely. Edit the SKILL.md file to add team-specific instructions, examples, or workflows.

⚠️ Common Mistakes to Avoid

Debugging without context

Always provide the full error stack and surrounding code context for accurate debugging.

Skipping validation

Always test AI-generated code changes, even for simple refactors.

Missing dependency updates

Check if the skill requires updated dependencies or new packages.

🔗 Related Skills