Monitors analysis-doc lifecycle in all three lanes — EMERGING→PRODUCTION promotion, PRODUCTION→RETIRING/RETIRED retirement (replacement-readiness as robust community/vendor elements mature), and follow-lane upkeep (followed canons' advance triggers + liveness, per ABSORPTION-MAP.md)
Validates new analysis documents against project quality standards. Trigger when user adds an analysis doc or says "review analysis".
Ensures SOURCES.md stays synchronized when adding new analysis documents or sources. Trigger when user adds a new analysis doc, says "update sources", "add source", or after pattern-reviewer identifies missing source entries. Enforces evidence tier classification and proper citation format.
Analyze recent git commits in a target project to surface patterns, identify improvement opportunities, and generate recommendations weighted by source authority and recency. Trigger when user says "analyze commits", "review my recent work", "what patterns do you see", or when evaluating a project for best-practice alignment.
Updates analysis documents with new version requirements and dependencies when Claude Code releases new features
Apply comprehensive quality review when user prepares content for publication (blog posts, articles, documentation, presentations). Trigger when user mentions "publish", "post", "article", "review this", "draft complete", "ready to share". Enforce evidence-based claims, intellectual honesty, professional voice, and balanced perspective.
Apply detection engineering quality standards when user writes SIEM rules, detection logic, or security monitoring queries. Trigger when user mentions "detection rule", "SIEM", "Sigma", "alert", "Splunk query", "KQL", or shares security detection code. Evaluate for accuracy, performance, evasion resistance, and operational quality.
Apply git best practices for commits, branches, worktrees, and collaboration when user performs version control operations. Trigger when user mentions "git", "commit", "branch", "merge", "push", "pull request", or prepares to commit code. Ensure clear commit messages, proper branching, and safe git operations.