self-evolution

self-evolution is a Structured reasoning & decision frameworks skill for AI agents, published by zts212653 in the clowder-ai repository on GitHub. Skillspace rates self-evolution F (53/100) and it passed the safety scan; the rating is based on static analysis only.

Scope Guard + Process Evolution + Knowledge Evolution — 主动护栏与自我进化。 Use when: operator scope 发散偏离愿景、同类错误反复出现、SOP 流程缺口、有价值的知识/方法论值得沉淀。 Not for: 日常 SOP 推进（正常执行）、一次性个案 bug fix。 Output: Scope Guard Log 记录 / Evolution Proposal 提案 / Episode Card → Method/Skill 蒸馏 → Eval 验证。

Grade
F
Quality
53 / 100
Safety
Passed
GitHub stars
2,372

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

Our two independent classifiers differ on this skill's category, so treat the placement as provisional.

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

View source on GitHubzts212653/clowder-ai

Our review

Architecture
73 / 100
Maturity
Basic: a single SKILL.md
Security scan
No issues found
License
MIT
Adoption
Adopted by 0 other repositories, in 0 collections

Not checked yet

  • Category is a classifier prediction; no model has read this skill 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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