auto-harness-learn

auto-harness-learn is a Session review & learning skill for AI agents, published by duoglas in the simple-harness-kit repository on GitHub. Skillspace rates auto-harness-learn D (64/100) and it passed the safety scan; the rating is based on static analysis only.

分析 session 观察数据，提取行为模式生成 instinct，给出改进建议和 Token 优化提议。Use when user says "分析学习数据"、"看看有什么模式"、"harness learn"。

Grade
D
Quality
64 / 100
Safety
Passed
GitHub stars
37

Unproven: rated by static analysis only, not yet compared head-to-head.

This rating describes the version of the repository we crawled; it may have changed since, so go by its current files.

View source on GitHubduoglas/simple-harness-kit

Our review

Architecture
100 / 100
Maturity
Basic: a single SKILL.md
Security scan
Low-risk patterns
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

What the scanner flagged

  • mentions secrets in text

Not checked yet

  • Not judged on the rubric yet (not a contender in its category)
  • No blind task eval yet
  • Scope (portable / vendor / repo-internal) not assessed; only the top of each category is read for scope
  • Sibling files (scripts, references) not fetched; security scan covers SKILL.md only

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