sutchan/agent-skills-hub · skills/analyze-project/SKILL.md

analyze-project skillA

analyze-project is agent-read markdown (skill) from sutchan/agent-skills-hub: Rigor Analyze / Rigor Audit read-only skill for deep learning research repositories. Use when the user wants to read and understand a repository, inspect model structure and training or inference entrypoints, review configs and insertion points, or flag suspicious implementation patterns without modifying code or running heavy jobs. Do not use for active command execution, broad refactoring, speculative code adaptation, or automatic bug fixing..

Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.

How to install

Latest version
mdr add sutchan/agent-skills-hub/analyze-project@git:20260909.998370c
Exact content
mdr add sutchan/agent-skills-hub/analyze-project@sha256:1fd9afebeb1897a1

Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_3tl2uzjvfbuuv3vb.svg)](https://markdownregistry.com/a/art_3tl2uzjvfbuuv3vb)

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Versions

versioncommittedcommitsizeaudit
git:20260909.998370c latest2026-09-09 998370c 2,074 BA view · diff
git:20260823.639511e2026-08-23 639511e 2,523 BA view · diff
git:20260822.79ec4892026-08-22 79ec489 2,524 BA view · diff
git:20260822.b84be122026-08-22 b84be12 2,520 BA view

Audit of the latest version

A  17 of 17 checks passed. Deterministic, no model, same answer every run.
  • pass: Frontmatter block present
  • pass: Frontmatter declares a name
  • pass: Frontmatter declares a description
  • pass: Size between 200 bytes and 200 KB (2074 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

GitHub

sutchan/agent-skills-hub · 2 stars · license MIT · pushed 2026-09-09 · 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/1fd9afebeb1897a19b667be912a2e08831dc200cf931b6e46145c2c9d6f5fa59