Individual skill

skill-benchmark

Use when the user runs /skill-benchmark to score skills, compare models, or gate a skill release. Modes: score (default) and gate. Not for editing skills: use agent-surface-forge.

.devin/skills/skill-benchmark/SKILL.md

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Sep 28, 2026
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Apache-2.0

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# Skill benchmark

## Contract

| Field | Bound contract |
|---|---|
| Trigger | The user runs /skill-benchmark to score skills via LLM judges, compare candidate models on a shared task set, or gate a skill release. |
| Authority | Human-gated: previews the benchmark target, judge or candidate models, rubric or task set, and estimated spend before any LLM call; in gate mode, may open follow-up issues after confirmation. Every other write is reversible local, with version control as rollback. No remote mutation without explicit human confirmation in gate mode; no remote mutation in score mode. |
| Side effect | Writes benchmark artifacts under `.odin/benchmark-reports/` and incurs LLM inference spend; in gate mode, also writes gate logs and run-log entries and may open follow-up issues. |
| Done | A scored skill-quality report or model-comparison table (score mode) or a reproducible PASS/FAIL record (gate mode) is written and returned to the human. |

## Inputs

- **Mode** (required): `score` (default) or `gate`.