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windags-curator
windags-curator - Skill Dossier
windags-curator

windags-curator

Post-execution skill crystallization and learning engine updates for WinDAGs. Runs after successful execution to update Thompson sampling parameters, track method quality, detect monster-barring, log near-miss events, and signal Kuhnian crises. Activate on "curator", "learning update", "skill crystallization", "Thompson sampling", "monster-barring", "near-miss", "Kuhnian crisis", "post-execution learning". NOT for pre-execution risk scanning (use windags-premortem), retrospective analysis (use windags-looking-back), or DAG construction (use windags-architect).

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Skills use the open SKILL.md standard — the same file works across all platforms.

Install all 544 skills as a plugin
claude plugin marketplace add curiositech/windags-skills claude plugin install windags-skills

Claude activates windags-curator automatically when your task matches its description.

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"Use windags-curator to help me build a feature system"
"I need expert help with post-execution skill crystallization and learning ..."