Overview
Select the right Proof of Life (PoL) probe based on hypothesis, risk, and resources. Use this to match the validation method to the real learning goal, not tooling comfort.
Detailed guide coming soon. We haven't written a full guide for this skill yet.
Related
Skill explanatory-output-style
Adds educational insights about implementation choices and codebase patterns (mimics the deprecated Explanatory output style)
Skill learning-output-style
Interactive learning mode that requests meaningful code contributions at decision points (mimics the unshipped Learning output style)
Skill Understand-Anything
Graphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, and ask questions about. Works with Claude Code, Codex, Cursor, Copilot, Gemin...
Skill claude-md-management
Tools to maintain and improve CLAUDE.md files - audit quality, capture session learnings, and keep project memory current.
Skill explanatory-output-style
Adds educational insights about implementation choices and codebase patterns (mimics the deprecated Explanatory output style)
Skill learning-output-style
Interactive learning mode that requests meaningful code contributions at decision points (mimics the unshipped Learning output style)