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Mine reusable skills from your coding agents' transcripts (Claude Code, Codex CLI, or any agent) with outcome-weighted scoring and a local review queue

2 starsPython

Skill-extractor turns coding agent transcripts into reusable skills

by chand249·Jul 8, 2026·2 points·0 comments

AI Analysis

●●SolidBig BrainNiche Gem

Outcome-weighted scoring beats naive pattern extraction from agent traces.

Strengths
  • Weights skills by actual trace outcomes, not just frequency of occurrence.
  • Local-first JSONL storage with secret redaction before model access.
  • VS Code panel integration for reviewing and approving discovered skills.
Weaknesses
  • Agent memory space getting crowded with built-in solutions emerging.
  • macOS-first install script limits cross-platform adoption initially.
Category
Target Audience

Developers using Claude Code or Codex CLI regularly

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Claude Code built-in memory · Cursor rules · Warp AI workflows

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