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Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes.
Passed 19 of 22 test cases with the skill, and 7 of 22 without it.
and 13 more in the full report
12 fixed7 passed either way3 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 12 test cases the skill fixed. Same model, same prompt, with and without the skill.
我想要把我们团队每周做 Code Review 的流程做成一个 Skill，这里有一些简单的规则草稿。你能帮我看看吗？
| Checked | Without skill | With skill |
|---|---|---|
| Responds in a soft, companion-like tone in Chinese. | Passed | Passed |
| Asks 2-3 clarifying questions about the user's specific outcome before generating full boilerplate files. | Missed | Passed |
The instructions your model reads when the skill loads.
Use when this workflow matches the user request: Create, refactor, evaluate, and package agent skills from workflows, prompts, transcripts, docs, or notes. Use for skill creation, reusable workflow packaging, skill improvement, evals, and team-ready distribution.
Source: yaojingang/yao-meta-skill (MIT).
description.SKILL.md lean; put guidance in references/, logic in scripts/, and evidence in reports/.Scaffold: exploratory/personal. Production: team reuse. Library: shared infrastructure. Governed: high-trust, policy-sensitive, or release-critical.Do not create a skill; near-neighbor; require repeated use + reusable output contract.description early, test route quality, then add only earned folders and gates.Playbooks: Method, Intent, Skill IR, Output Eval, Review Studio.
For production, library, governed, or team-distributed work, run Skill IR, target compiler, trigger + output eval, Skill Atlas, conformance, trust, registry/package/install, upgrade, drift, waiver, and Review Studio gates before release.
For file-backed, release-critical, or governed packages, name input_files as file-backed fixture evidence; include owner, review cadence, input_files, output contract, rollback boundary; require trust report and reports/output_quality_scorecard.md; mark unavailable telemetry, approvals, metrics, or benchmarks as missing evidence; do not fabricate evidence.
Preserve audit labels literally when they apply: file-backed fixture, input_files, output contract, rollback boundary, trust report, reports/output_quality_scorecard.md, missing evidence.
test cases passed, vs 7 / 22 without
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