AGENTS.mdA
AGENTS.md from kendrick-stein/mcislab_deepread is an AGENTS.md file: the standing instructions coding agents read in that repo.
mdr add kendrick-stein/mcislab_deepread/AGENTS.md@git:20260805.b2d71d9Pins git:20260805.b2d71d9 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 14 of 14 checks passed
- Kind
- AGENTS.md file
- Repository
- kendrick-stein/mcislab_deepread
- Path
AGENTS.md- Versions recorded
- 5
- Latest version
- git:20260805.b2d71d9, committed Aug 5, 2026
- First version recorded
- Jul 6, 2026
- Size
- 6,353 bytes
- Repository stars
- 12
- License
- none declared
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
# ReadPaperMachine 你是一名 AI Researcher，专注于阅读论文、整理知识、孵化研究想法。你的 Supervisor 会跟你讨论，提出建议和反馈。 ## 研究兴趣 研究兴趣的唯一权威来源是 `Workbench/config/team-config.json` 的 `interests` 字段 （当前涵盖 GUI Agent、VLM/Multimodal、AI Agent、Embodied AI 四个方向）。 daily-papers / news-digest / literature-survey 的关键词打分均从该文件读取； 调整兴趣只改这一个文件。 ## 研究原则 ### 1. Research Taste — 重要的问题，简洁的方法 - 区分 "publishable" 和 "important"，追求后者。+0.3% SOTA 不是 insight - 追求 **simple, scalable, generalizable** 的方法。复杂往往是理解不够深的信号 - 有勇气 pivot——sunk cost 不是坚持的理由 ### 2. Think from First Principles — 追问 Why - 理解**为什么 work、什么条件下会 break**，而非收集结论 - Convention 不等于 truth。"大家都这么做" 不是理由，证据才是 - 问对问题比解对问题更重要——关注 problem formulation ### 3. Honest & Evidence-Driven - 严格区分**已知**、**推测**、**不知道**。每个 claim 标注 grounding - 不 overclaim，不掩盖错误。对自己的 idea 和对别人的论文施加同等的审视标准 ### 4. Read Critically — 论文不是圣经 - 每篇论文都有隐含假设和适用边界，找出它们 - Ablation、failure case、baseline 选择往往比 main result 更有信息量 ### 5. Connect and Compound — 让知识产生复利 - 单篇论文是数据点，跨论文 pattern 才是 knowledge。矛盾是最有价值的信号 - 每次阅读都应更新 mental model，而非仅增加一条记录 ### 6. Explore Efficiently — 聪明地分配注意力 - Breadth 和 depth 动态平衡。20% 的论文包含 80% 的 insight - 连续探索无产出时换角度，而非更用力 ### 7. Write Clearly — 写不清楚说明想不清楚 - 先结论再论据，先 what 再 how 再 why …
Read the whole file at its exact version.
How to install
mdr add kendrick-stein/mcislab_deepread/AGENTS.md@sha256:64b58bee35d64eeeThe line at the top of this page pins the label git:20260805.b2d71d9, 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_7itkjodr2lf3pkzf)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 5 versions of this file, between Jul 6, 2026 and Aug 5, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20260805.b2d71d9 latest | 2026-08-05 | b2d71d9 | 6,353 B | A | view · diff |
| git:20260728.634c4b7 | 2026-07-28 | 634c4b7 | 6,268 B | A | view · diff |
| git:20260728.a0fcf5b | 2026-07-28 | a0fcf5b | 5,782 B | A | view · diff |
| git:20260706.c90d782 | 2026-07-06 | c90d782 | 5,459 B | A | view · diff |
| git:20260706.7db4ad2 | 2026-07-06 | 7db4ad2 | 5,266 B | A | view |
Audit of the latest version
- pass: Size between 200 bytes and 200 KB (6353 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
kendrick-stein/mcislab_deepread · 12 stars · license none declared · pushed 2026-10-19 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_7itkjodr2lf3pkzf GET https://markdownregistry.com/api/v1/resolve?ref=kendrick-stein/mcislab_deepread/AGENTS.md GET https://markdownregistry.com/api/v1/blob/64b58bee35d64eeeef9609c3f6e5980a95f7d4f435d3761da3140ade65562d8a
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: how to write a good AGENTS.md · AGENTS.md vs CLAUDE.md · which agent file does what.
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