comp-literature SKILL.md skillA
comp-literature from fourteen1416/academic-agent-toolkit is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add fourteen1416/academic-agent-toolkit/comp-literature@git:20260927.a059f3aPins git:20260927.a059f3a in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- fourteen1416/academic-agent-toolkit
- Path
academic-toolkit/skills/comp-literature/SKILL.md- Versions recorded
- 3
- Latest version
- git:20260927.a059f3a, committed Sep 27, 2026
- First version recorded
- Sep 23, 2026
- Size
- 2,546 bytes
- Repository stars
- 12
- License
- a license file GitHub does not identify
Use when a math modeling competition workflow needs verified literature research, citation provenance, or a reference ledger.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Competition Literature Evidence Search with `tools/scholar_fetch.py`; do not invent references. Write `LITERATURE.md`, `literature/search_evidence.json`, and `paper/references.bib`. Each evidence record must preserve the query, returned bibliographic metadata, source, verification status, and BibTeX key. State unavailable services explicitly and do not claim verification without a record. 往届优秀论文借鉴通道：查 `data/historical_papers.md`（历年真题与公开渠道索引）与 `data/case_patterns.md`（题型规律+方法查重），并研读本地优秀论文页面图——仅用于**写法/结构/方法模式借鉴与自查**。⚠ 这些资料不含可核验的著录信息（题名/作者/出处），**禁止**据此在 references.bib 中编造往届论文条目；参考文献一律过 `scholar_fetch.py` 三查。正文如需体现借鉴，用泛指表述（如"近年国赛优秀论文的建模与写作范式"），不伪造 bib 条目。 引用质量核验：references.bib 成稿后调 `citation-check` 技能（国赛口径：GB/T 7714 规范性+格式一致性+引用完整性+来源可信度）；英文文献占比高时加跑 `check-citations`（CrossRef/Semantic Scholar/OpenAlex 三源核验，专杀 AI 幻觉引用/嵌合引用）。查出的不存在条目直接删除换真实文献，禁止"改一改凑数"。 ## 退出判据（Verification） 本步完成前逐项自检（不达标即视为未完成）： - [ ] 每条文献有核验状态、引用位置与使用方式三要素 - [ ] 检索来源与查询词已写入产物（可追溯） - [ ] 引用格式符合目标规范（GB/T 7714 等） - [ ] 无编造条目：所有条目可在检索源中复现 ## 常见合理化（Common Rationalizations） | 合理化 | 现实 | |---|---| | "文献随便列几条撑篇幅" | 引用是可信度信号也是合规项：编造条目属学术不端，会连带整篇失效。 | | "搜不到就先空着" | 空着可接受，编造不可接受；搜不到的结论要如实记录检索过程。 | …
Read the whole file at its exact version.
How to install
mdr add fourteen1416/academic-agent-toolkit/comp-literature@sha256:3efd3555a8a06e65The line at the top of this page pins the label git:20260927.a059f3a, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_lqh6awhvoq3rxsi5)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Sep 23, 2026 and Sep 27, 2026, about one every 2 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260927.a059f3a latest | 2026-09-27 | a059f3a | 2,546 B | A | view · diff |
| git:20260923.a358745 | 2026-09-23 | a358745 | 2,598 B | A | view · diff |
| git:20260923.2013b81 | 2026-09-23 | 2013b81 | 2,644 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (2546 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
fourteen1416/academic-agent-toolkit · 12 stars · license a license file GitHub does not identify · pushed 2026-10-27 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_lqh6awhvoq3rxsi5 GET https://markdownregistry.com/api/v1/resolve?ref=fourteen1416/academic-agent-toolkit/comp-literature GET https://markdownregistry.com/api/v1/blob/3efd3555a8a06e65ea75cc7f0642a17858ca2f12c8e9505f4202e30f9377abec
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.