observable-receipt-distillerlisted
Install: claude install-skill LearnPrompt/LearnPrompt
Distill a candidate skill only from observable receipts.
1. Read [the distillation contract](references/distillation-contract.md).
2. Use the training receipts under `receipts/training/`; reject marker files under `receipts/negative/` according to the contract.
3. Generate a candidate skill in `.agents/skills/frontmatter-repair/` by running:
```bash
node .agents/skills/observable-receipt-distiller/scripts/distill-candidate.mjs \
--receipts receipts/training \
--candidate .agents/skills/frontmatter-repair \
--summary reports/distillation-summary.json
```
4. Evaluate the candidate on the 4 holdout fixtures:
```bash
node .agents/skills/observable-receipt-distiller/scripts/evaluate-candidate.mjs \
--candidate .agents/skills/frontmatter-repair \
--holdout holdout \
--summary reports/evaluation-summary.json
```
5. Run `npm test`.
6. Do not modify any source receipt under `receipts/`.
7. Return a structured report only after the candidate exists, the holdout has run, and tests are complete.