emasoft/amia-code-review-patterns
skills/amia-code-review-patterns/SKILL.md
Use when reviewing pull requests. Trigger with PR review or code quality requests. Loaded by ai-maestro-integrator-agent-main-agent.
development
Updated Apr 28, 2026
$ install --global
skillsauthnpx skillsauth add emasoft/ai-maestro-integrator-agent amia-code-review-patternsInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 28, 2026, 5:00 AM129.6s50 files scanned
SKILL.md
- name:
- amia-code-review-patterns
- description:
- Use when reviewing pull requests. Trigger with PR review or code quality requests. Loaded by ai-maestro-integrator-agent-main-agent.
- license:
- Apache-2.0
- compatibility:
- Requires intermediate software development experience and familiarity with code review basics. Designed for reviewers analyzing pull requests with 1-30+ file changes using an 8-dimensional evaluation framework. Requires AI Maestro installed.
- author:
- Emasoft
- version:
- 1.0.0
- agent:
- amia-main
- context:
- fork
- user-invocable:
- false
Code Review Patterns Skill
Overview
Two-stage PR review: Quick Scan (70% threshold) then 8-dimension Deep Dive (80% approval).
Prerequisites
- Access to the target repository
- Python 3.8+ for helper scripts
- AI Maestro installed
Instructions
- Gate 0 compliance - Verify requirements per requirement-compliance:
- Table of Contents
- 5.1 Gate 0: Requirement Compliance Overview
- 5.2 Gate 0 Checklist Template
- Gate 0: Requirement Compliance
- 5.3 Review Checklist Additions
- 5.3.1 Requirement Traceability
- 5.3.2 Technology Compliance
- 5.3.3 Scope Compliance
- 5.4 Forbidden Review Approvals
- 5.5 Correct Review Approach
- Stage 1: Quick Scan - Assess structure, diff, issues; Go/No-Go at 70%+
- Stage 2: Deep Dive - Score 8 dimensions; approve at 80%+
- Run quality gates and create report via
scripts/review_report_generator.py - Merge or reject PR; report completion via AI Maestro
Checklist
Copy this checklist and track your progress:
- [ ] Gate 0 compliance check
- [ ] Stage 1: Quick Scan (Go/No-Go at 70%+)
- [ ] Stage 2: Deep Dive (8 dimensions, approve at 80%+)
- [ ] Run quality gates (tests, linting, docs)
- [ ] Create review report via script
- [ ] Merge or reject; close issues if merged
- [ ] Report completion via AI Maestro
Output
| Output Type | Format | Contents | |-------------|--------|----------| | Quick Scan Report | Markdown table | File structure, diff magnitude, issues, confidence (0-100%), Go/No-Go | | Deep Dive Report | Markdown table | 8-dimension scores, final confidence (0-100%), approval decision | | Final Review Document | Markdown | Both stages, confidence calculations, decision rationale |
Output discipline: All scripts support
--output-file <path>. Use it in automated workflows to minimize token consumption.
Error Handling
Script failures return non-zero exit codes. Check stderr for details.
Examples
python scripts/review_report_generator.py --repo owner/repo --pr 42
# Output: {"stage1": "pass", "stage2": "pass", "dimensions": 8, "score": 85, "decision": "approve"}
Resources
Full reference: detailed-guide:
- Core Methodology: Two-Stage Review Process
- Key Concepts
- Confidence Scoring System
- Multi-Dimensional Analysis
- Quick Reference Tables
- Confidence Score Ranges
- Dimension Weight Summary
- Scripts Available
- AI Maestro Communication Templates
- Template 1: Receiving PR Review Request
- Template 2: Reporting Review Completion
- Template 3: Requesting Clarification from Author
- Template 4: Escalating Quality Gate Failure
- Error Handling
- Reference Document TOCs
- Gate 0: Requirement Compliance
- Stage One: Quick Scan
- Stage Two: Deep Dive
- Workflow and Decision Tree
- Implementation Checklist
- Review Workflow
- Commit Conventions
- Reference Documents Index
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