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Get Started Free →Output contract for substantive deliverables — outcome first, evidence-pointed reasoning, observed/derived/assumed labels, residual risk last, failures never buried, and an optional evidence-backed retrospective for explicit requests or major program closeout. Use when reporting completed work, findings, diagnoses, reviews, lane results, or a requested retrospective.
| Test case | Without → With | Effect | Δ tokens | Δ turns |
|---|---|---|---|---|
| case-03 | ✗→✓ | ▲ Improved | 46% | 0% |
| case-01 | ✗→✓ | ▲ Improved | 25% | 0% |
| case-07 | ✗→✓ | ▲ Improved | 61% | 0% |
| case-08 | ✗→✓ | ▲ Improved | 114% | 0% |
| case-11 | ✗→✓ | ▲ Improved | 15% | 0% |
Structure any substantive report so the reader can act on the first paragraph and audit the rest. Full doctrine: docs/agent-craft.md §5 and §7.
file.ts:line, the log excerpt, the measurement, the command that produced the number. Trust should rest on checkable references, not on tone.Add a compact retrospective only when the user requests one or an approved substantial program designates it. Do not make it a routine handoff artifact.
Capture only evidence-backed learning:
One incident normally remains a local lesson. Promote it into a reusable skill or AGENTS.md only when it reflects a stable repository property, repeats across materially distinct work, or the user explicitly approves the rule. Do not collect model mix, turn counts, task counts, or other decorative metrics unless they change a future decision.
The reader acting on a misread, and caveats surfacing after the decision they should have informed.
Other measured skills in the registry, with their headline benchmark lift.