菜单
Tactic: Grade an ML/CS paper's reproducibility configuration reporting as complete, partial, or none after checking that clinical appraisal tools do not apply. Use when the question is whether the work can be rerun.
默认使用会先检查来源的 Prompt；你也可以切换为直接命令，或下载本地副本。
决定是否安装前，请先阅读 SKILL.md，以及 SkillsMP 当前展示的配套文件。
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。
直接命令不会经过审查 Prompt；运行前请先检查来源。
npx skills add https://github.com/yogsoth-ai/de-anthropocentric-research-engine --skill reforms-grading命令会保持在同一行。复制前请横向滚动并检查完整内容。
想先保存到本地？可下载 SkillsMP 当前能够提供的文件。
基于 SOC 职业分类
正在显示 SKILL.md
| name | reforms-grading |
| description | Tactic: Grade an ML/CS paper's reproducibility configuration reporting as complete, partial, or none after checking that clinical appraisal tools do not apply. Use when the question is whether the work can be rerun. |
| version | 1.0.0 |
| category | paper-reading |
| type | tactic |
| execution | tactic |
| input | paper_ref (string — title, arXiv ID, DOI, URL, or local .md/.txt/.pdf path) |
| output | 01-study-design-tool-gate.json and 02-engineering-config-grading.json under context/papers/<dir>/reforms-grading/ |
| sops | ["paper-fetch","study-design-tool-gate","engineering-config-grading"] |
| dependencies | {"sops":["paper-fetch","study-design-tool-gate","engineering-config-grading"]} |
not_found.study-design-tool-gate and write its verdict to
01-study-design-tool-gate.json.engineering-config-grading or returns not_applicable, proceed.engineering-config-grading, using that tool name when the gate
returned not_applicable, and write 02-engineering-config-grading.json.Record proposal_sop: true. Each justification must state what complete
reporting would look like before grading the paper. Report the gate verdict,
complete/partial/none counts, every none item, the unverified-proposal
caveat, and both paths.