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open-code-review-delegate — Claude Code skill: review & setup

Instructs the host agent to drive code reviews while using the OCR CLI only for file selection and rule resolution. Useful when running reviews with your own model.

Install into Claude Code · Skills CLI (Vercel) All methods and platforms ↓
npx skills add alibaba/open-code-review --skill open-code-review-delegate -a claude-code
Open on GitHub

What open-code-review-delegate does

This skill shifts code review analysis to the host agent while relying on the ocr CLI for deterministic preparation. Running ocr delegate preview determines reviewable files across workspace changes, commit hashes, or branch ranges. Next, ocr delegate rule gathers relevant review guidelines and groups files sharing the same rules to prevent duplicated effort.

The agent inspects diffs through git --no-pager without color or external diff drivers. Large diffs are written to a temporary external file and reviewed in batches, while new untracked files are inspected directly with cat. Findings follow a fixed schema containing file paths, line ranges, categories, and severity ratings from low to critical.

The skill fails immediately if the ocr CLI is missing from the system, making npm install -g @alibaba-group/open-code-review a strict prerequisite. It does not require any LLM configuration or API keys for OCR itself, because your host agent handles all code evaluation.

What it helps with

  • select reviewable files across commits or branches using ocr delegate preview
  • group modified files by review rules to prevent redundant prompts
  • extract clean git diffs without pager or text conversion
  • generate structured review comments with severity and category tags

Example prompts for the agent

  • Review my workspace changes using open-code-review-delegate
  • Run open-code-review-delegate to review changes between main and feature
  • Review commit abc123 with open-code-review-delegate and fix critical issues

How to install open-code-review-delegate

1Skills CLI (Vercel)

npx skills add alibaba/open-code-review --skill open-code-review-delegate -a claude-code

2Manually: put the files in place

~/.claude/skills/open-code-review-delegate/SKILL.md

Copy the whole skill folder; for one project use .claude/skills/open-code-review-delegate/

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Questions about open-code-review-delegate

How to install open-code-review-delegate in Claude Code?

Run npx skills add alibaba/open-code-review --skill open-code-review-delegate -a claude-code.

What does open-code-review-delegate do?

It delegates code review execution to the host agent, using the ocr CLI strictly for file discovery, git ref metadata, and rule grouping.

Does open-code-review-delegate require an LLM API key for OCR?

No, delegation mode is entirely LLM-free on the OCR side. You only need the ocr CLI installed on your machine; the host agent performs the review.

Source text

SKILL.md · Apache-2.0
---
name: open-code-review-delegate
description: >
  Delegation mode for open-code-review (OCR). Instead of OCR calling an LLM
  endpoint, this skill instructs the host agent to perform the code review
  itself, using OCR only for deterministic engineering: file selection and
  rule resolution. Use when the host agent should drive the review with its
  own LLM capabilities.
license: Apache-2.0
compatibility: >
  Requires the `ocr` CLI installed (via `npm install -g
  @alibaba-group/open-code-review` or GitHub release binary). Does NOT
  require a configured LLM endpoint — delegation mode is LLM-free on the
  OCR side.
metadata:
  author: alibaba
  homepage: https://github.com/alibaba/open-code-review
  version: "1.0.0"
---

# Open Code Review — Delegation Mode

A skill for performing AI code review where OCR provides deterministic engineering (file filtering, rule resolution) and the host agent performs the actual review using its own intelligence and tools.

## Workflow

### Step 1: Preview — Determine What to Review

```bash
ocr delegate preview --format json [--from <ref> --to <ref>] [--commit <hash>] [--exclude <patterns>]
```

This outputs:
- **mode** (workspace / range / commit)
- **from / to / commit / merge_base** — ref metadata for constructing git commands
- **Reviewable file list** — paths, status, insertions/deletions
- **Excluded files** — with exclusion reason

**Common invocations:**

| Scenario | Command |
|----------|---------|
| Workspace changes | `ocr delegate preview` |
| Branch comparison | `ocr delegate preview --from main --to feature` |
| Single commit | `ocr delegate preview -c abc123` |

### Step 2: Get Rules for Files

```bash
ocr delegate rule --format json <path1> <path2> ...
```

Pass the reviewable file paths from Step 1. Output is grouped by rule content — files sharing the same rule appear under one group, avoiding repetition.

### Step 3: Get Diffs

Choose the diff command using the mode and refs from Step 1. Use `git --no-pager` for every Git call during the review.

The diff commands disable external diff programs, text conversion, and color to produce plain patches.

**Range mode** (merge_base provided in preview output):
```bash
git --no-pager diff --no-ext-diff --no-textconv --no-color <merge_base>..<to> -- "<path>"
```

**Commit mode**:
```bash
git --no-pager show --no-ext-diff --no-textconv --no-color <commit> -- "<path>"
```

**Workspace mode**:
```bash
# Tracked files
git --no-pager diff --no-ext-diff --no-textconv --no-color HEAD -- "<path>"
# New untracked files — read directly (entire file is new code)
cat "<path>"
```

To read context:

```bash
git --no-pager log --no-color --oneline -- "<path>"
git --no-pager blame --no-textconv -- "<path>"
git --no-pager show --no-ext-diff --no-textconv --no-color "<ref>:<path>"
```

For large diffs, add `--output="<absolute-diff-file>"` to the command for the selected mode. Choose a unique absolute path outside the repository and create its parent directory. Use the same path in file-reading tool calls:

```bash
git --no-pager diff --no-ext-diff --no-textconv --no-color --output="<absolute-diff-file>" <merge_base>..<to> -- "<path>"
```

After Git exits with code 0, read and review the entire file in chunks, then remove it. If Git fails or times out, retry or record `skipped` with the error. Check unexpectedly empty output against a fresh preview.

### Step 4: Review Each File

Create a checklist containing every `reviewable_files` entry. For each reviewable file:

Use `(path, status)` as the checklist identity. Workspace mode can report the same path twice when a staged deletion is followed by an untracked recreation.

1. Get its diff (Step 3)
2. Consult its Rule Group (from Step 2) for the review checklist
3. Conduct a thorough review, using appropriate context tools as needed
4. Mark the file `reviewed`, or `skipped` with a concrete reason

For large changes, review in bounded batches grouped by shared rules and diff size. Do not stop after finding the first high-severity issue.

### Step 5: Format Output

Each comment must follow this structure:

| Field | Type | Required | Description |
|-------|------|----------|-------------|
| path | string | yes | Relative file path |
| content | string | yes | Review comment describing the issue |
| start_line | integer | no | Start line in the new file |
| end_line | integer | no | End line in the new file |
| category | enum | no | bug, security, performance, maintainability, test, style, documentation, other |
| severity | enum | no | critical, high, medium, low |

### Step 6: Classify and Report

Before reporting, verify that every previewed file is accounted for. Include `total_files`, `reviewed_files`, `skipped_files`, and `coverage_rate` in the summary. A skipped file must include its reason.

Group findings by severity:

- **Critical/High**: Bugs, security issues, data loss risks — always report
- **Medium**: Performance concerns, error handling gaps, maintainability issues — report with context
- **Low**: Style nits, minor suggestions — report only if clearly valuable

Discard likely false positives silently.

### Step 7: Fix (Optional)

If the user requested "review and fix":
- Apply High/Critical fixes directly
- Describe Medium fixes that require manual intervention
- Skip Low-priority items unless trivial

## Sub-commands Reference

| Command | Purpose |
|---------|---------|
| `ocr delegate preview` | Which files to review + mode/ref metadata |
| `ocr delegate rule <path...>` | Review rules grouped by content |

## Shared Flags

| Flag | Description |
|------|-------------|
| `--from <ref>` | Source ref for range mode |
| `--to <ref>` | Target ref for range mode |
| `-c, --commit <hash>` | Single commit mode |
| `--repo <path>` | Repository root (default: cwd) |
| `--rule <path>` | Custom rule.json path |
| `--exclude <patterns>` | Comma-separated exclude patterns |
| `-b, --background <text>` | Business context |
| `-B, --background-file <path>` | Business context from Markdown file (takes precedence over `-b`) |
| `-f, --format <text\|json>` | Output format; use `json` for agent integrations |

## Gotchas

- **No LLM needed on OCR side** — delegation mode never calls an LLM. All intelligence comes from the host agent.
- **Rules are grouped** — Files sharing the same rule are grouped together in the output. You can pass any number of paths per call; for large changes, fetch rules per-batch as you review.
- **Working directory matters** — `ocr delegate` operates on the Git repo at the current directory. Use `--repo /path` to override.
- **Untracked files in workspace mode** — `preview` includes untracked files. For these, read the file directly instead of using `git diff`.
- **Background context** — pass `--background` to `preview` when you have requirement context; it appears in the output for your reference during review.
- **Coverage is mandatory** — every `reviewable_files` entry must end as reviewed or explicitly skipped; do not silently omit files.

### Recovering Oversized Background Context

`--background-file` has two independent limits. The raw file must not exceed
1 MiB, and the sanitized content must not exceed 8000 characters. Either
condition aborts the command. When the command reports either limit:

1. Do not silently truncate the source file.
2. Summarize the original material while preserving its requirements,
   constraints, acceptance criteria, and other review-critical details.
3. Retry the affected command by passing the summary as one shell-safe
   argument (for example, use a quoted/escaped argument produced by the host
   shell, or write it to a new size-bounded file and pass that file). Do not
   place untrusted summary text directly in a double-quoted shell template;
   `$()`, backticks, quotes, and variable references can still be evaluated.
   Omit the original `--background-file` so the CLI does not reload the same
   oversized file and fail again.
4. If a faithful summary is not possible, omit the OCR background entirely and
   read the original material directly during the review.

### Troubleshooting CLI Version Compatibility

The `--format` flag is available in `ocr` v1.9.0 and later. The Skill and the
installed CLI can be updated independently. If a requested `preview` or `rule`
command with `--format json` fails specifically with `unknown flag: --format`,
rerun it without the flag and use text output for the rest of the delegation
run. Preserve the explicit mode, ref, file, and rule information from that
output; do not parse text output as JSON or invent missing schema fields. Do
not retry without the flag for any other error; report it and stop the affected
workflow.

The host-agent Skill may consume the equivalent text output to complete its
review checklist. Programmatic integrations that require `schema_version` or
other JSON fields must require a JSON-capable CLI instead: verify with
`ocr --version` and upgrade when necessary:

```bash
npm install -g @alibaba-group/open-code-review
```

© alibaba · Apache-2.0 · alibaba/open-code-review

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