Audit corrections/rules.md to classify and promote learned rules into CLAUDE.md.
npx skills add https://github.com/shenxingy/Clade --skill audit-shenxingy
Please help me install this Agent Skill. Skill: audit Source: https://github.com/shenxingy/Clade/tree/main/configs/skills/audit Command: npx skills add https://github.com/shenxingy/Clade --skill audit-shenxingy
It prevents your learned correction rules from staying trapped in corrections/rules.md by auditing them for maturity, redundancy, and contradictions so they can be promoted into CLAUDE.md or hooks.
Run the audit skill to review corrections/rules.md and automatically promote stable rules into your CLAUDE.md.
High-intent search queries and answers about installing and using this skill.
Rule quality classification evaluates learned rules against stability, effectiveness, and domain clustering, then labels them as PROMOTE, REDUNDANT, CONTRADICT, INEFFECTIVE, KEEP, or CROSS-PROJECT based on their performance data.
Cross-project recurrence detection works by analyzing optional cross-project recurrence logs alongside your rules, identifying stable rules that recur across different projects, and classifying them as CROSS-PROJECT for broader promotion.
Yes, rule auditing supports both project scope and global scope modes. This allows you to manage meta-learning, rule clustering by domain tags, and safe automated promotions with timestamp updates at whichever scope your project requires.
Cleaning up redundant correction rules is automated by the audit skill. It identifies REDUNDANT rules during the review process and automatically removes promoted or redundant entries from corrections/rules.md to keep the learning system efficient.
shenxingyGenerate PreToolUse or PostToolUse hook skeletons from CLAUDE.md correction rules.
gonzalezpazmonicaUpdate delimited content sections in files using markers and timestamps.
dezverevSynchronize GeneralDevGuide with skills, agents, and MCP server inventory.
nickm538Recognize patterns and optimize strategies for adaptive AI agent learning.
