Skill: /generate-improve

Generate Project-Specific /improve Skill

Reads the project's architecture documentation and writes a project-specific /improve skill that knows the actual layer boundaries, reference files, and known intentional deviations.

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DISCOVERY STEPS

Step 1 — Read architecture docs

cat CLAUDE.md 2>/dev/null
ls docs/ 2>/dev/null
cat docs/architecture.md 2>/dev/null || cat docs/ARCHITECTURE.md 2>/dev/null | head -80

Step 2 — Map layer structure

From CLAUDE.md and docs, extract:

• Layer names and their order (e.g., UI → Hooks → Services → DB)
• Package/module boundaries
• Which layer can import which
• Intentional rule exceptions documented in CLAUDE.md

Step 3 — Find key reference files

ls internal/ src/ app/ lib/ 2>/dev/null | head -20
# Find interface files
find . -name "interfaces.go" -o -name "types.ts" -o -name "contracts.ts" 2>/dev/null \
  | grep -v node_modules | head -5

Step 4 — Find proposal/decision files

ls .proposals.md docs/decisions/ .claude/plans/ 2>/dev/null | head -5

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OUTPUT

Write to .claude/skills/improve/SKILL.md.

Keep the overall procedure intact. Replace or augment:

1. Step 2 Research — Internal first: replace generic file list with actual project files:

   - Read CLAUDE.md for architecture constraints
   - Read [actual architecture doc path]
   - Read [actual interfaces file path] if touching [relevant layer]
   - Read [actual proposal/decision file path]
   

2. Step 3A — Architecture alignment: replace generic layer names with actual layers:

   - Does this respect [Layer1] → [Layer2] → [Layer3] boundaries?
   - Layer N rule: [specific constraint from CLAUDE.md]
   - Known intentional exceptions: [list from CLAUDE.md]
   

3. Frontmatter description: update to include project name.

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RULES

• Write to .claude/skills/improve/SKILL.md — overwrite generic.
• Keep scoring matrix and verdict thresholds unchanged.
• Document intentional exceptions explicitly — don't critique them as flaws.
• After writing, confirm: "Wrote project-specific /improve for {project}."