engineer-expertise-extractor
Research and extract an engineer's coding style, patterns, and best practices from their GitHub contributions. Creates structured knowledge base for replicating their expertise.
npx skills add majiayu000/claude-skill-registry --skill engineer-expertise-extractor --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# 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 **Knowledge Preservation:** - Capture expert knowledge before they leave - Document tribal knowledge - Create mentorship materials - Onboard new engineers faster **Consistency:** - Align team coding standards - Replicate expert approaches - Maintain code quality - Scale expertise across team **Learning:** - Learn from senior engineers - Understand decision-making - See real-world patterns - Improve code quality ## H
- What This Skill Does
- Why This Matters
- How It Works
- 1. Research Phase
- 2. Analysis Phase
- 3. Organization Phase
- Output Structure
- Engineer Profile README
- Coding Style Documentation
- Patterns Documentation
- Best Practices Documentation
- Architecture Documentation
- Code Review Documentation
- Using This Skill
gh pr list --author [username] --limit 100 --state all
gh pr view [pr-number] --json title,body,files,reviews,comments
gh pr diff [pr-number]
gh api repos/{owner}/{repo}/pulls/{pr}/files
gh pr view [pr-number] --comments
gh api repos/{owner}/{repo}/pulls/{pr}/reviews
gh api search/commits --author [username]What does the engineer-expertise-extractor skill do?
Research and extract an engineer's coding style, patterns, and best practices from their GitHub contributions. Creates structured knowledge base for replicating their expertise.
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill engineer-expertise-extractor --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.