analyze-project SKILL.md skillA
analyze-project from sutchan/agent-skills-hub is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add sutchan/agent-skills-hub/analyze-project@git:20261007.ab00264Pins git:20261007.ab00264 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- sutchan/agent-skills-hub
- Path
skills/analyze-project/SKILL.md- Versions recorded
- 6
- Latest version
- git:20261007.ab00264, committed Oct 7, 2026
- First version recorded
- Aug 22, 2026
- Size
- 2,572 bytes
- Repository stars
- 2
- License
- MIT
Rigor Analyze / Rigor Audit 只读技能，用于深度学习研究仓库的深入分析。当用户想阅读并理解仓库、检查模型结构与训练/推理入口、审阅配置与插入点，或在不动代码、不跑重任务的前提下标记可疑实现模式时使用。不适用于主动执行命令、大规模重构、推测性代码适配或自动修 bug。.
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
# analyze-project Use this as the Rigor Analyze / Rigor Audit read-only skill. The installed slug remains `analyze-project` for compatibility. Use the shared operating principles in `../ai-research-reproduction/references/agent-operating-principles.md`; this skill should guide read-only analysis without constraining the model's project-specific reasoning. ## When to apply - The user wants to understand a deep learning repository before changing it. - The user needs a map of model structure, training entrypoints, inference entrypoints, and config relationships. - The user wants conservative suggestions about likely insertion points or suspicious implementation patterns. - The user explicitly wants read-only analysis and not heavy execution. ## When not to apply - When the main task is to execute a failing command or debug a traceback. - When the user wants environment setup or asset download only. - When the user wants speculative adaptation or broad exploratory patching. - When the task is a general literature summary without repository analysis. ## Clear boundaries - This skill is read-mostly. - It may run lightweight static inspection helpers. …
Read the whole file at its exact version.
How to install
mdr add sutchan/agent-skills-hub/analyze-project@sha256:7f8838ffc82ce0c8The line at the top of this page pins the label git:20261007.ab00264, 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_3tl2uzjvfbuuv3vb)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 6 versions of this file, between Aug 22, 2026 and Oct 7, 2026, about one every 9 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261007.ab00264 latest | 2026-10-07 | ab00264 | 2,572 B | A | view · diff |
| git:20261001.6c38d68 | 2026-10-01 | 6c38d68 | 2,567 B | A | view · diff |
| git:20260909.998370c | 2026-09-09 | 998370c | 2,074 B | A | view · diff |
| git:20260823.639511e | 2026-08-23 | 639511e | 2,523 B | A | view · diff |
| git:20260822.79ec489 | 2026-08-22 | 79ec489 | 2,524 B | A | view · diff |
| git:20260822.b84be12 | 2026-08-22 | b84be12 | 2,520 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 (2572 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
sutchan/agent-skills-hub · 2 stars · license MIT · pushed 2026-11-02 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_3tl2uzjvfbuuv3vb GET https://markdownregistry.com/api/v1/resolve?ref=sutchan/agent-skills-hub/analyze-project GET https://markdownregistry.com/api/v1/blob/7f8838ffc82ce0c89919c891d16ca669dd006dfd83edf2a079bb20f22b1fcb29
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.
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