name	ac-qa-reviewer
description	Quality assurance review for implementations. Use when reviewing code quality, checking implementation standards, performing QA cycles, or validating feature quality.

AC QA Reviewer

Perform quality assurance reviews on feature implementations.

Purpose

Reviews completed features for code quality, adherence to standards, security issues, and best practices before marking features as complete.

Quick Start

from scripts.qa_reviewer import QAReviewer

reviewer = QAReviewer(project_dir)
result = await reviewer.review_feature("auth-001")

Review Dimensions

Code Quality

Clean code principles
DRY (Don't Repeat Yourself)
SOLID principles
Code complexity metrics

Security

Input validation
SQL injection prevention
XSS prevention
Secure authentication

Performance

Algorithm efficiency
Database query optimization
Memory usage
Caching opportunities

Testing

Test coverage
Test quality
Edge case coverage
Integration tests

Documentation

Code comments
API documentation
README updates
Type annotations

Review Result

{
  "feature_id": "auth-001",
  "approved": true,
  "score": 85,
  "dimensions": {
    "code_quality": {"score": 90, "issues": []},
    "security": {"score": 85, "issues": ["Consider rate limiting"]},
    "performance": {"score": 80, "issues": []},
    "testing": {"score": 88, "issues": []},
    "documentation": {"score": 82, "issues": ["Add docstring to validate_token"]}
  },
  "blocking_issues": [],
  "suggestions": [
    "Consider extracting authentication middleware",
    "Add rate limiting for login endpoint"
  ],
  "auto_fixable": ["missing_docstring"]
}

QA Workflow

1. SCAN    → Static analysis of changed files
2. ANALYZE → Check against quality rules
3. SECURITY → Security-specific checks
4. REVIEW  → Contextual code review
5. REPORT  → Generate review report
6. FIX     → Auto-fix simple issues (optional)
7. APPROVE → Mark as QA passed or request changes

Quality Gates

gates:
  minimum_score: 70
  blocking_categories:
    - security_critical
    - test_failures
  required_checks:
    - linting_passes
    - type_checks_pass
    - tests_pass
    - coverage_minimum

Auto-Fix Capabilities

The reviewer can automatically fix:

Missing type hints
Formatting issues
Simple code style violations
Missing docstrings (basic)

Integration

Input: Completed features from ac-task-executor
Uses: ac-code-validator for static analysis
Reports to: ac-state-tracker

API Reference

See scripts/qa_reviewer.py for full implementation.

ac-qa-reviewer

Install Skill

Shared

SKILL.md