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source-grounded-audit
Audit an answer or implementation against primary sources before recommending changes.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
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Audit an answer or implementation against primary sources before recommending changes.
用 Codex 或 Claude 帮你安装 复制这段 Prompt,粘贴到 Codex、Claude 或其他助手里,让它检查 Skill 页面并帮你完成安装。
Evaluate benchmark design for fair baselines, measurable outcomes, leakage, cherry-picking, and reproducibility.
Review a large question by staying inside one assigned slice, then support synthesis across several focused shard answers.
Check whether a change is ready for a public release candidate across packaging, docs, tests, and rollback risk.
Review code, docs, or plans for correctness risks, missing evidence, unclear tradeoffs, and untested assumptions.
基于 SOC 职业分类
| name | source-grounded-audit |
| description | Audit an answer or implementation against primary sources before recommending changes. |
| license | MIT |
Use this when the answer depends on an external standard, product behavior, public API, registry convention, or repository contract.
Before recommending a design:
When reviewing another model's answer, start with the strongest source mismatch. Then give the smallest correction that makes the answer fit the documented behavior.