# Council Review

> Multi-model code review with structured feedback using LLM Council peer evaluation. Use for PR reviews, code quality checks, or implementation review. Keywords: code review, PR, pull request, quality check, peer review, feedback

- Skill: `amiable-dev/council-review-2` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds@latest add amiable-dev/council-review-2`
- Raw SKILL.md: https://api.skillmd.com/api/skills/amiable-dev/council-review-2/raw
- Safety review: pending (external: skill-scanner PASS, skillspector PASS)
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: AI & ML
- License: Apache-2.0
- Author: amiable-dev (https://skillmd.com/u/amiable-dev)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/amiable-dev/council-review-2

---


# Council Code Review Skill

Get multiple AI perspectives on code changes with structured, actionable feedback.

## When to Use

- Review pull requests before merging
- Get code quality feedback on implementations
- Identify potential issues across multiple dimensions
- Validate changes against coding standards

## Workflow

1. **Prepare Input**: Provide file paths or git diff
2. **Invoke Review**: Call `mcp:llm-council/verify` with code-review rubric
3. **Process Feedback**: Receive structured scores and issue list
4. **Address Issues**: Fix blocking issues before proceeding

## Parameters

| Parameter | Type | Default | Description |
|-----------|------|---------|-------------|
| `snapshot_id` | string | required | Git commit SHA for reproducibility |
| `file_paths` | list | null | List of files to review (full file analysis) |
| `git_diff` | string | null | Unified diff format for change-focused review |
| `rubric_focus` | string | null | Focus area: "Security", "Performance", etc. |
| `tier` | string | "high" | Confidence tier: "quick", "balanced", "high", "reasoning" |

### Tier Selection Guide

| Tier | Use When | Timeout |
|------|----------|---------|
| `balanced` | Routine code reviews | ~90s |
| `high` | Quality-critical reviews (default) | ~180s |
| `reasoning` | Complex architectural or security reviews | ~600s |

## Input Formats

Supports both:
- `file_paths`: List of files to review (full file analysis)
- `git_diff`: Unified diff format for change-focused review
- `snapshot_id`: Git commit SHA (required for reproducibility)

## Rubric (ADR-016)

| Dimension | Weight | Focus |
|-----------|--------|-------|
| Accuracy | 35% | Correctness, no bugs, logic errors |
| Completeness | 20% | All requirements addressed |
| Clarity | 20% | Readable, maintainable code |
| Conciseness | 15% | No unnecessary complexity |
| Relevance | 10% | Addresses stated requirements |

## Output Schema

```json
{
  "verdict": "pass|fail|unclear",
  "confidence": 0.82,
  "rubric_scores": {
    "accuracy": 7.5,
    "completeness": 8.0,
    "clarity": 9.0,
    "conciseness": 8.5,
    "relevance": 9.0
  },
  "blocking_issues": [
    {
      "severity": "major",
      "file": "src/api.py",
      "line": 42,
      "message": "Missing input validation"
    }
  ],
  "rationale": "Overall, the code is well-structured...",
  "partial": false,
  "timeout_fired": false,
  "completed_stages": ["stage1", "stage2", "stage3"]
}
```

### Timeout Behavior (ADR-040)

If `timeout_fired: true`, the review timed out. Check `completed_stages` to see progress. Consider using a faster `tier` or reducing the number of files.

## Example Usage

```bash
# Review specific files
llm-council gate --snapshot abc123 --file-paths src/main.py src/utils.py

# Review git diff
llm-council gate --snapshot $(git rev-parse HEAD)  # reviews the snapshot; pass --file-paths to scope

# Review with custom focus
llm-council gate --snapshot $(git rev-parse HEAD) --rubric-focus Security --file-paths src/auth.py

# Deep reasoning review for complex changes
llm-council gate --snapshot $(git rev-parse HEAD) --tier reasoning --rubric-focus Security
```

## Progressive Disclosure

- **Level 1**: This metadata (~200 tokens)
- **Level 2**: Full instructions above (~800 tokens)
- **Level 3**: See `references/code-review-rubric.md` for detailed scoring anchors

## Related Skills

- `council-verify`: General verification
- `council-gate`: CI/CD quality gate