comp-contest-research SKILL.md skillA
comp-contest-research 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-contest-research@git:20260923.a0e7f79Pins git:20260923.a0e7f79 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-contest-research/SKILL.md- Versions recorded
- 2
- Latest version
- git:20260923.a0e7f79, committed Sep 23, 2026
- First version recorded
- Sep 23, 2026
- Size
- 3,653 bytes
- Repository stars
- 12
- License
- a license file GitHub does not identify
深度调研（Deep Research for CUMCM）——赛题分析的顶层调研技能。比赛出题后 6 小时内快速吃透题目背景、数据来源、前沿方法、可用工具，为选题决策提供证据。.
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
# 深度调研（Deep Research for CUMCM） ## 定位 赛题分析的顶层调研技能。比赛出题后 6 小时内快速吃透题目背景、数据来源、前沿方法、可用工具，为选题决策提供证据。 ## 依赖 - `paper-search` — ykdojo OpenAlex 论文搜索 - `lit-multi-db-search` — scientific-agent-skills 论文检索 - `lit-review-systematic` — 系统性文献综述 - `paper-writing` 增强版— 调研结果输出 - `tools/arxiv_miner.py` — arXiv 批量抓取 - `data/search_links.md` — 常用搜索链接 ## 比赛时间线（4 天 96h） ``` Day 1 (18:00→24:00) ═══ 调研阶段 ═══ 18:00-19:00 🔍 读题 + comp-contest-research 启动 19:00-22:00 📚 大规模调研（论文/数据/方法） 22:00-24:00 📊 选题决策 + 初步方案 Day 2-3 ═══ 建模求解 ═══ Day 4 ═══ 论文撰写 ═══ ``` ## 调研工作流 ### Step 1: 读题解析 ``` 题目 → 提取关键词 → 识别题型(A/B/C/D/E/F) → 定位学科方向 → 列出 5 个核心研究问题 ``` ### Step 2: 关键词升华 ``` 原始词 → 学术化 "交通流量" → "traffic flow prediction / traffic state estimation" "碳排放" → "carbon emission / CO2 footprint / life cycle assessment" "投资组合" → "portfolio optimization / asset allocation / risk parity" ``` ### Step 3: 论文检索（3 条线并行） | 渠道 | 用途 | 工具 | |------|------|------| | OpenAlex | 快速广撒网 | `paper-search` | | arXiv | AI/ML 前沿方法 | `arxiv_miner.py` | | CNKI/百度学术 | 中文文献 | `data/search_links.md` | ### Step 4: 方法速览 ``` 对每篇高相关论文： 方法名 → 适用条件 → 优缺点 → 是否可用 输出：候选方法矩阵（3-5 个 candidate） ``` ### Step 5: 选题报告 ``` 输出一份 2 页的调研结论： …
Read the whole file at its exact version.
How to install
mdr add fourteen1416/academic-agent-toolkit/comp-contest-research@sha256:c8d1d9a92c85ac55The line at the top of this page pins the label git:20260923.a0e7f79, 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_jqhznwavt5is5q4b)
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Versions
The registry has recorded 2 versions of this file, all committed on Sep 23, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260923.a0e7f79 latest | 2026-09-23 | a0e7f79 | 3,653 B | A | view · diff |
| git:20260923.ee897a0 | 2026-09-23 | ee897a0 | 3,369 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 (3653 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_jqhznwavt5is5q4b GET https://markdownregistry.com/api/v1/resolve?ref=fourteen1416/academic-agent-toolkit/comp-contest-research GET https://markdownregistry.com/api/v1/blob/c8d1d9a92c85ac55716a32279f6063c8e3cfc9b2cdca6bea816ebffbd6e10d84
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.