reviewing-ai-papers skillA
reviewing-ai-papers is agent-read markdown (skill) from oaustegard/claude-skills: Analyzes an AI/ML publication — paper, preprint, article, technical blog post — and extracts what an enterprise AI engineer should do about it. Use when someone supplies a URL or document on RAG, embeddings, fine-tuning, prompt engineering, agents, or LLM deployment and asks "review this paper", "what do you make of this", "is this worth adopting", or "summarise the method and its limits". The subject matter must itself be machine learning..
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
mdr add oaustegard/claude-skills/reviewing-ai-papers@v0.4.0mdr add oaustegard/claude-skills/reviewing-ai-papers@sha256:0127ca2c5a4effb0Pin 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.
[](https://markdownregistry.com/a/art_4dhygb3aautlgk5o)
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Versions
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v0.4.0 latest | 2026-09-08 | c23ccc4 | 7,878 B | A | view · diff |
| v0.3.0 | 2026-08-25 | 4fcc13f | 5,113 B | A | view · diff |
| v0.1.0 | 2026-01-01 | ab21c6f | 4,534 B | A | view · diff |
| git:20251229.9ced18e | 2025-12-29 | 9ced18e | 4,507 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 (7878 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
oaustegard/claude-skills · 148 stars · license MIT · pushed 2026-09-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_4dhygb3aautlgk5o GET https://markdownregistry.com/api/v1/resolve?ref=oaustegard/claude-skills/reviewing-ai-papers GET https://markdownregistry.com/api/v1/blob/0127ca2c5a4effb0de5aea89ffc5321929e8a2d696e8c084b9a4c27129b35478