agent-code-review SKILL.md skillA
agent-code-review from amey-thakur/ai-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add amey-thakur/ai-skills/agent-code-review@git:20260728.819a393Pins git:20260728.819a393 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- amey-thakur/ai-skills
- Path
skills/ai-coding-tools/agent-code-review/SKILL.md- Versions recorded
- 1
- Latest version
- git:20260728.819a393, committed Jul 28, 2026
- Size
- 1,835 bytes
- Repository stars
- 14
- License
- MIT
Use an agent to review a diff productively, with the right scope, framing, and scepticism about its findings. Use when reviewing your own changes before requesting human review.
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
# Agent code review Agents catch a real class of defects consistently and produce confident false positives just as consistently. The value comes from scoping the review and verifying findings rather than accepting the list. ## Method 1. **Review the diff, not the repository.** A focused review of what changed produces specific findings; a whole-codebase review produces generic advice (see code-review). 2. **Give the intent of the change.** What it is meant to do, so the review can judge whether it does (see agent-context-setup). 3. **Ask for one dimension at a time.** Correctness, then security, then performance. A single pass over everything covers each shallowly (see agent-quality-council). 4. **Require evidence for each finding.** The specific line and a concrete failure scenario, since findings without them are usually pattern-matching (see agent-generate-and-verify). 5. **Verify before acting.** Confirm the issue is real in your codebase, because plausible-sounding findings about code that does not behave that way are common. 6. **Use it before human review, not instead.** It clears mechanical …
Read the whole file at its exact version.
How to install
mdr add amey-thakur/ai-skills/agent-code-review@sha256:12f9caeb653cef08The line at the top of this page pins the label git:20260728.819a393, 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_6xxawjiko6a5fnyo)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Jul 28, 2026.
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 (1835 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
amey-thakur/ai-skills · 14 stars · license MIT · pushed 2026-09-06 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_6xxawjiko6a5fnyo GET https://markdownregistry.com/api/v1/resolve?ref=amey-thakur/ai-skills/agent-code-review GET https://markdownregistry.com/api/v1/blob/12f9caeb653cef08d9f1b4047951e5796649e10df9866ad19aa2b6fb28354a82
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.