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Based on Anthropic's "Lessons from Building Claude Code: How We Use Skills" article. Transforms QE skills from flat knowledge cards into folder-based systems with gotchas, progressive disclosure, composition, config, hooks, and run history. Changes across all 4 phases: - Add Gotchas sections to 30 skills with battle-tested failure data from Nagual/memory.db - Rewrite all 84 skill descriptions as "Use when..." trigger conditions - Strip 892 lines of textbook knowledge from 15 skills (26% reduction) - Create 10 reference/template files across 7 skills (OWASP, k6, mutation operators, etc.) - Add config.json with _setupPrompt to 7 skills - Add run-history.json with write instructions to 5 metric-producing skills - Create 5 on-demand hook skills with executable scripts (strict-tdd, no-skip, coverage-guard, freeze-tests, security-watch) - Create 5 new category-filling skills (test-failure-investigator, coverage-drop-investigator, e2e-flow-verifier, test-metrics-dashboard, skill-stats) - Add Skill Composition cross-references to 10 key skills - Remove 3 redundant/obsolete skills (qe-contract-testing → contract-testing, qe-security-compliance → security-testing, aqe-v2-v3-migration) - Add DEPRECATED_SKILLS cleanup to skills-installer.ts for --upgrade - Update all manifests (trust-tier, TRUST-TIERS.md, README.md, CLAUDE.md) Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>