Generate markdown documentation from Python codebases by analyzing source files, extracting docstrings, type hints, and code structure. Use when the user asks to document Python code, create API docs, or generate README files from source code.
Expert Claude Code skill reviewer that validates skills against official Anthropic specifications AND effectiveness for auto-invocation with deterministic scoring. Use PROACTIVELY after creating or modifying any SKILL.md file to ensure compliance with official requirements AND that the skill will actually be…
Expert Claude Code skill reviewer with deterministic effectiveness scoring. Validates skills against official Anthropic specifications AND measures auto-invocation potential. Use PROACTIVELY after creating or modifying any SKILL.md file to ensure compliance with official requirements AND that the skill will actually…
Convergent skill auditor providing consistent, actionable feedback across multiple runs. Validates skills against official Anthropic specifications using binary checks only. Use PROACTIVELY after creating or modifying any SKILL.md file to ensure compliance and effective auto-invocation.
Hybrid skill auditor combining deterministic Python extraction with comprehensive evidence collection. Uses skillauditor.cli for consistent binary checks, then reads files to provide detailed audit reports with citations. Use PROACTIVELY after creating or modifying any SKILL.md file.
Expert Claude Code skill reviewer that validates skills against official Anthropic specifications AND effectiveness for auto-invocation. Use PROACTIVELY after creating or modifying any SKILL.md file to ensure compliance with official requirements AND that the skill will actually be discovered and used by Claude.
This skill should be used when the user asks to "create an agent", "write a subagent", "generate agent definition", "add agent to plugin", "write agent frontmatter", "create autonomous agent", "build subagent", needs agent structure guidance, YAML frontmatter configuration, invocation criteria with examples, or wants…
This skill should be used when the user asks to "create a slash command", "write a command file", "add command to plugin", "create /command", "write command frontmatter", "add command arguments", "configure command tools", needs guidance on command structure, YAML frontmatter fields (description, argument-hint…
This skill should be used when the user asks to "create a hook", "write hook config", "add hooks.json", "configure event hooks", "create PreToolUse hook", "add SessionStart hook", "implement hook validation", "set up event-driven automation", needs guidance on hooks.json structure, hook events (PreToolUse…
This skill should be used when the user asks to "choose between skill and agent", "compose multi-agent system", "orchestrate agents", "manage agent context", "design component architecture", "should I use a skill or agent", "when to use hooks vs MCP", "build orchestrator workflow", needs decision frameworks for Claude…
This skill should be used when the user asks to "create a skill", "build a skill", "write a new skill", "generate SKILL.md", "write skill frontmatter", "package a skill", "organize skill content", "add progressive disclosure", needs guidance on skill structure, bundled resources (scripts/references/assets), or wants…
Research-backed skill creation workflow with automated firecrawl research gathering, multi-tier validation, and comprehensive auditing. Use when "create skills with research automation", "build research-backed skills", "validate skills end-to-end", "automate skill research and creation", needs 8-phase workflow from…
This is a test fixture with intentional violations for regression testing. It contains which trigger B5, and has an unexpected frontmatter property which triggers W2.