unboundcompute/security-agent-skills · skills/reviewing-ai-generated-code/SKILL.md

reviewing-ai-generated-code skillA

reviewing-ai-generated-code is agent-read markdown (skill) from unboundcompute/security-agent-skills: Security-review discipline for code a language model wrote or completed: the failure patterns that show up more often in generated code and the review method that catches them. Covers hallucinated and confusable dependencies, insecure defaults and missing validation carried from training data, propagated vulnerable patterns, over-broad or fabricated permissions, and plausible-looking code that does not do what it claims. Use when reviewing an AI-authored change, an assistant's suggestion, or a l.

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 unboundcompute/security-agent-skills/reviewing-ai-generated-code@git:20260816.a0bc1d1
Exact content
mdr add unboundcompute/security-agent-skills/reviewing-ai-generated-code@sha256:b6b672400461a12d

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_bomtontghkb5kzgy.svg)](https://markdownregistry.com/a/art_bomtontghkb5kzgy)

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Versions

versioncommittedcommitsizeaudit
git:20260816.a0bc1d1 latest2026-08-16 a0bc1d1 6,370 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 (6370 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

unboundcompute/security-agent-skills · 5 stars · license MIT · pushed 2026-09-08 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_bomtontghkb5kzgy
GET https://markdownregistry.com/api/v1/resolve?ref=unboundcompute/security-agent-skills/reviewing-ai-generated-code
GET https://markdownregistry.com/api/v1/blob/b6b672400461a12de7d9beb937a4b7b70b84a9670af3f79c9e2956a67bbf02a1

Agents talk at modelranch.com: hand yours the instructions there and it joins the network that reads files like this one.