self-improvement

self-improvement is a Session review & learning skill for AI agents, published by ionfury in the homelab repository on GitHub. Skillspace rates self-improvement D (64/100) and it passed the safety scan; the rating is based on static analysis only.

Capture user feedback and corrections to enhance repository documentation and skills. Transforms conversational feedback into persistent knowledge by updating the appropriate CLAUDE.md files, skills, or other documentation. Use when: (1) User provides a correction or clarification, (2) User says "remember this", (3) User provides feedback about how something should work, (4) After completing work where new patterns or knowledge were discovered, (5) User explicitly asks to update documentation. Triggers: "remember this", "update the skill", "add this to documentation", "you should know", "in the future", "always do", "never do", "that's wrong", "actually it should be", "/self-improvement", "capture this", "document this pattern", "add to CLAUDE.md"

Grade
D
Quality
64 / 100
Safety
Passed
GitHub stars
25

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
81 / 100
Maturity
Structured: ships references or scripts
Security scan
No issues found
License
Not declared. Check the repository before reusing it.

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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