• The 50-page PRD HTML totals ~520KB; loading it all costs Claude ~222K
    tokens just for context. This adds a token-efficient sibling layer:
    
    - scripts/extract-spec.js → npm run spec:extract / spec:check
      Walks docs/prd/newfunction/*.html and produces stripped MD into _spec/.
      Strategy varies per page (full-extract for SDD/process/data,
      shell-strip for agents to keep long system prompts intact).
      Result: 327.9KB MD (~84K tokens) — 38% of full load, saves ~138K tokens
      for every Agent invocation that reads the spec.
    
    - scripts/git-hooks/pre-commit + scripts/install-hooks.sh
      Pre-commit guard: when any docs/prd/newfunction/*.html changes, the
      hook checks the corresponding _spec/*.md is up to date; fails commit
      if stale, telling user to `npm run spec:extract`. Auto-installed via
      package.json `prepare` script on `npm install`.
    
    - docs/prd/newfunction/_spec/ (51 .md files + CONVENTIONS.md)
      Machine-readable mirror of HTML. Used by:
      - Coder/Architect/Tester agents when reading spec at runtime
      - External Claude Code sessions doing reproducibility
      - CI checks (npm run spec:check)
      NOT hand-edited; regenerated from HTML by extract-spec.js.
    
    - CLAUDE.md: 1-line note directing future agents to read _spec/*.md
      preferentially, fall back to *.html only for wireframes/SVG/full
      human-readable context.
    
    This is the user's pre-existing scaffolding that the previous commits
    hadn't pulled in yet. Now tracked + enforced by hook.
    
    Co-Authored-By: Claude Opus 4.7 <noreply@anthropic.com>
    yibo authored
     
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