engineer-expertise-extractor

Installation
SKILL.md

Engineer Expertise Extractor

Extract and document an engineer's coding expertise by analyzing their GitHub contributions, creating a structured knowledge base that captures their coding style, patterns, best practices, and architectural decisions.

What This Skill Does

Researches an engineer's work to create a "digital mentor" by:

  • Analyzing Pull Requests - Extract code patterns, review style, decisions
  • Extracting Coding Style - Document their preferences and conventions
  • Identifying Patterns - Common solutions and approaches they use
  • Capturing Best Practices - Their quality standards and guidelines
  • Organizing Examples - Real code samples from their work
  • Documenting Decisions - Architectural choices and reasoning

Why This Matters

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Installs
98
GitHub Stars
139
First Seen
Jan 22, 2026