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feat: skill matching protocol with intent classification#12

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feat/skill-matching-protocol
Open

feat: skill matching protocol with intent classification#12
dtsong wants to merge 1 commit intomainfrom
feat/skill-matching-protocol

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@dtsong dtsong commented Feb 13, 2026

Summary

  • Create skills/skill-matching/SKILL.md — replaces the upstream using-superpowers 1% rule with intent classification (QUESTION/CONTINUATION/ACTION), confidence scoring with weighted signals, and tiered response (auto-invoke >80, propose 30-80, skip <30)
  • Restructure CLAUDE.md into System Behaviors and Personal Preferences sections, adding skill matching override and skill transparency protocol

Test plan

  • Verify "What is Terraform?" → no skill (classified as QUESTION)
  • Verify "Create a Terraform module" → auto-invoke terraform-skill (>80 score)
  • Verify "Build a new API" → propose brainstorming + api-design (30-80 range)
  • Verify "ok" after skill active → CONTINUATION, no re-evaluation
  • Verify "no skills" → quiet mode activated, no further proposals

🤖 Generated with Claude Code

…idence scoring

Replace the upstream using-superpowers 1% rule with a local skill-matching
skill that classifies user intent (QUESTION/CONTINUATION/ACTION), scores
skill relevance with weighted signals, and responds with tiered transparency
(auto-invoke >80, propose 30-80, skip <30).

Restructure CLAUDE.md into System Behaviors and Personal Preferences sections,
adding the skill matching override and skill transparency protocol.

Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>
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💡 Codex Review

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Reviewed commit: 5478e81149

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## Node.js / NVM
### TDD Skill Override

For TDD guidance, use the local `skills/tdd/SKILL.md` skill. Ignore the superpowers test-driven-development skill — the local version is a comprehensive merge that supersedes it.

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P1 Badge Point TDD override at an existing skill path

This override now instructs agents to use skills/tdd/SKILL.md, but that file is not present in the repo, so any workflow that tries to apply the TDD override cannot load the referenced guidance and will fall back unpredictably (or fail to apply TDD rules entirely). I checked the current skills/**/SKILL.md paths and there is no skills/tdd/SKILL.md, so this new reference is broken as committed.

Useful? React with 👍 / 👎.

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