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8 changes: 4 additions & 4 deletions skills/reference-enrichment/SKILL.md
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# Reference Enrichment Skill

Enrich an agent or skill's reference files from Level 0-1 to Level 2-3. The pipeline runs five
Enrich an agent or skill's reference files from Level 0-2 to Level 3+. The pipeline runs five
phases with explicit gates because each phase feeds the next — starting Phase 3 without Phase 2
research produces filler, not depth.

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### Phase 4: VALIDATE

**Goal**: Confirm the reference files meet Level 2+ depth before integrating.
**Goal**: Confirm the reference files meet Level 3+ depth before integrating.

**Tier 1 (Deterministic):**
```bash
python3 scripts/audit-reference-depth.py --agent {name} --json
```
Verify the `level` field is 2 or 3 in the output. If still Level 1, the files are too
Verify the `level` field is 3 in the output. If still below Level 3, the files are too
generic — return to Phase 2 for the weak sub-domain.

**Tier 2 (LLM self-assessment):**
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well-documented upstream. Flag and suggest manual enrichment with project-specific production
incidents rather than generic docs research.

**Phase 4 Tier 1 still Level 1 after compile**: The files are too short or too generic. Read one
**Phase 4 Tier 1 still below Level 3 after compile**: The files are too short or too generic. Read one
file, apply the rubric directly, identify the weakest section, and target Phase 2 research at
that section specifically.

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