persona-learning
persona-learning is a Memory stores & recall skill for AI agents, published by L-LesterYu in the OpenClaw-hot-skills-zh repository on GitHub. Skillspace rates persona-learning D (57/100) and it passed the safety scan; the rating is based on static analysis only.
在 AI 人格操作系统中捕获、审查和晋升学习内容、错误和功能请求。将结构化条目记录到 ~/workspace/.learnings/（LEARNINGS.md、ERRORS.md、FEATURE_REQUESTS.md），每周扫描模式，将重复的学习内容（3 次以上出现）晋升到 MEMORY.md，并实现 4 个成长反馈循环：好奇心（知识缺口 → 提问 → 模式跟踪）、模式识别（重复请求 → 自动化提案）、能力扩展（限制 → 研究 → 工具化）和成果跟踪（决策 → 跟进 → 教训）。通过结构化学习捕获、错误分析、错误跟踪、模式检测和成长导向的行为循环支持持续改进。触发关键词：learn、mistake、error、review、promote、growth、learning、capture、pattern、improvement、feature request、学习、错误、复盘、提升、记录。
- Grade
- D
- Quality
- 57 / 100
- Safety
- Passed
- GitHub stars
- 49
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.
Our review
- Architecture
- 80 / 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
- 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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