open-code-review SKILL.md skillA

open-code-review from akillness/jeo-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add akillness/jeo-skills/open-code-review@v1.0.0

Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
akillness/jeo-skills
Path
.agent-skills/open-code-review/SKILL.md
Versions recorded
1
Latest version
v1.0.0, committed Jul 2, 2026
Size
10,921 bytes
Repository stars
52
License
none declared

Run AI-powered code review through Alibaba's open-code-review (`ocr`) CLI instead of hand-reviewing diffs. Use when the user asks to review code, review a PR/MR, review staged/unstaged/untracked changes, review a single commit, compare two branches, or scan whole files for bugs, security issues, performance problems, and quality concerns. Picks the lightest invocation (workspace review, branch range, single commit, or full-file scan), passes business context via `--background`, classifies…

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

# Open Code Review — routing-first AI review via the `ocr` CLI

> **Keyword**: `open-code-review` · `ocr review` · `ocr scan`
>
> [OpenCodeReview (OCR)](https://github.com/alibaba/open-code-review) is an open-source
> AI code-review CLI from Alibaba. It reads Git diffs (or whole files) and produces
> structured, line-level review comments through a configured LLM.

This skill is the **operator front door for the `ocr` binary**: it decides the lightest
invocation that answers the user's question, supplies business context, classifies the
findings, and only then applies fixes. It does **not** re-implement human review judgment —
that lives in the neighboring `code-review` skill.

## When to use this skill

- The user wants an automated review of working-copy changes, a commit, a branch range, or a PR/MR
- The user wants to scan whole files (no diff) to audit an unfamiliar or pre-migration codebase
- The user wants the review wired into a coding agent (Claude Code / Codex slash command) or CI/CD
- The user needs help configuring the `ocr` LLM provider or testing connectivity
- The user wants OCR comments classified by priority and selectively auto-fixed

## When NOT to use this skill
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add akillness/jeo-skills/open-code-review@sha256:907c93182e8c49f9

The line at the top of this page pins the label v1.0.0, 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.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_yksng25g3lbvrfc7.svg)](https://markdownregistry.com/a/art_yksng25g3lbvrfc7)

7 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 1 version of this file, committed on Jul 2, 2026.

versioncommittedcommitsizeaudit
v1.0.0 latest2026-07-02 92dd8eb 10,921 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (10921 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

akillness/jeo-skills · 52 stars · license none declared · pushed 2026-11-05 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_yksng25g3lbvrfc7
GET https://markdownregistry.com/api/v1/resolve?ref=akillness/jeo-skills/open-code-review
GET https://markdownregistry.com/api/v1/blob/907c93182e8c49f94ec2b46f9de099c0e5bddd7fb230216ab69b608455ce2c52

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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Every file in akillness/jeo-skills

Other files named open-code-review

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open-code-review SKILL.md skill
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