verify
SolidPaper-vs-code consistency audit. After research:scientist implements a method from a paper, verify the implementation matches paper claims across five dimensions — formula matching [F], hyperparameter parity [H], eval protocol [E], notation consistency [N], and citation chain [C]. Reads paper (PDF path / arXiv URL / pasted text), maps claims to codebase, emits verification table with match status and severity.
Install
Quality Score: 87/100
Skill Content
Details
- Author
- Borda
- Repository
- Borda/AI-Rig
- Created
- 5 months ago
- Last Updated
- yesterday
- Language
- Python
- License
- Apache-2.0
Similar Skills
Semantically similar based on skill content — not just same category
academic-paper-verify
Thoroughly verify all code, tables, figures, modeling decisions, and quantitative claims in an academic paper against its source R scripts and output files. Use this skill whenever you need to audit, replicate, or verify an academic research paper - including cross-checking LaTeX tables against R output, validating econometric modeling choices, ensuring sample sizes are consistent, building a verification manifest, and running automated replication tests. Trigger this skill for any mention of: paper verification, replication check, table audit, code-paper consistency, reproducing results, verifying estimates, checking coefficients, or any variant of "does the paper match the code."
paper-verify
引用存在性核验命令。当用户要核查参考文献是否真实存在、查引用有没有编造、核实 DOI、 查某条引用是否已撤稿、查元数据(作者/年份/标题)对不对得上、检查参考文献格式 (GB/T 7714)、查论文结论是否夸大超出结果支撑,或说 verify / 核验 / 核对引用 / 查 DOI / 参考文献自查 / 投稿前自查 / 查撤稿 / 格式检查 / 国标 / 结论夸大 / 说过头话 时使用—— 即使用户只说"帮我查查这些引用是真的吗""这些参考文献有没有问题""投稿前帮我自查一下" "这条 DOI 能查到吗"也应使用。行为铁律:逐条以真实 API 响应为准判六态(已核实 / 元数据不符 / 已撤稿 / 未找到(疑似不存在)/ 无法核实 / 待人工核对),绝不凭记忆判存在性;中文文献绝不 标编造嫌疑、一律待人工核对并附知网 / 万方核对包;"疑似不存在"只陈述查证结果(查无此文)、 不指控动机(编造 / 虚假);结论夸大检查只摆结论-结果对照、不下定论。不替用户判定编造 / 学术不端、不指控动机、不替用户改写参考文献表。
paper-skill
End-to-end, Chinese-first academic research and publication workflow for reading papers, literature reviews, research framing, manuscript planning and writing, Chinese-English translation, LaTeX, figures, citation verification, reporting-guideline checks, journal selection, peer review, rebuttals, revisions, and submission packages. Use for SCI, IEEE, Nature-family, IJCAI, TRO, theses, systematic reviews, clinical/observational/animal studies, and any task where claims, evidence, references, manuscript files, or journal requirements must be checked rather than invented.