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The original Description Trap (from obra/superpowers research) warned specifically about process steps leaking into descriptions. The project over-generalized this into a trigger-only rule that also excluded capability verbs. This aligns the guidance with the AgentSkills.io spec which recommends describing both what a skill does and when to use it. - CLAUDE.md: narrow Description Trap, update format template and examples - MODELCLAUDE.md: matching update to Description Trap section - validate-skills.py: change startswith to contains check for "Use when" - CHANGELOG.md: document changes under [Unreleased] Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>