Agent Skills: Code Review Philosophy

Comprehensive code review methodology with severity classification and confidence thresholds

UncategorizedID: kdcokenny/ocx/code-review

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legacy/docs/kdco/skills/code-review/SKILL.md

Skill Metadata

Name
code-review
Description
Comprehensive code review methodology with severity classification and confidence thresholds

Frozen V1 reference. This document is preserved from OCX e79df6f. Its tool names, models, APIs, and installation instructions describe OpenCode V1. For the supported V2 setup, see the OCX 3 documentation.

Code Review Philosophy

TL;DR

Systematic code review across 4 layers with severity classification. Only report findings with β‰₯80% confidence. Include file:line references for all issues.

When to Use This Skill

  • Before reporting implementation completion
  • When explicitly asked to review code
  • When using the /review command
  • As an independent audit after code changes

The 4 Review Layers

Layer 1: Correctness

  • Logic errors and edge cases
  • Error handling completeness
  • Type safety and null checks
  • Algorithm correctness
  • Off-by-one errors

Layer 2: Security

  • No hardcoded secrets or API keys
  • Input validation and sanitization
  • Injection vulnerability prevention (SQL, XSS, command)
  • Authentication and authorization checks
  • Sensitive data not logged
  • OWASP Top 10 awareness

Layer 3: Performance

  • No N+1 query patterns
  • Appropriate caching strategies
  • No unnecessary re-renders (React/frontend)
  • Lazy loading where appropriate
  • Memory leak prevention
  • Algorithmic complexity concerns

Layer 4: Style & Maintainability

  • Adherence to project conventions (check AGENTS.md)
  • Code duplication (DRY violations)
  • Complexity management (cyclomatic complexity)
  • Documentation completeness
  • Test coverage gaps

Severity Classification

| Severity | Icon | Criteria | Action Required | |----------|------|----------|-----------------| | Critical | πŸ”΄ | Security vulnerabilities, crashes, data loss, corruption | Must fix before merge | | Major | 🟠 | Bugs, performance issues, missing error handling | Should fix | | Minor | 🟑 | Code smells, maintainability issues, test gaps | Nice to fix | | Nitpick | 🟒 | Style preferences, naming suggestions, documentation | Optional |

Confidence Threshold

Only report findings with β‰₯80% confidence.

If uncertain about an issue:

  • State the uncertainty explicitly: "Potential issue (70% confidence): ..."
  • Suggest investigation rather than assert a problem
  • Prefer false negatives over false positives (reduce noise)

Review Process

  1. Initial Scan - Identify all files in scope, understand the change
  2. Deep Analysis - Apply all 4 layers systematically to each file
  3. Context Evaluation - Consider surrounding code, project patterns, existing conventions
  4. Philosophy Check - Verify against code-philosophy (5 Laws) if applicable
  5. Synthesize Findings - Group by severity, deduplicate, prioritize

Output Format

Structure your review as:

  1. Files Reviewed - List all files analyzed
  2. Overall Assessment - APPROVE | REQUEST_CHANGES | NEEDS_DISCUSSION
  3. Summary - 2-3 sentence overview
  4. Critical Issues (πŸ”΄) - With file:line references
  5. Major Issues (🟠) - With file:line references
  6. Minor Issues (🟑) - With file:line references
  7. Positive Observations (🟒) - What's done well (always include at least one)
  8. Philosophy Compliance - Checklist results if applicable

What NOT to Do

  • Do NOT report low-confidence findings as definite issues
  • Do NOT provide vague feedback without file:line references
  • Do NOT skip any of the 4 layers
  • Do NOT forget to note positive observations
  • Do NOT modify any files during review
  • Do NOT approve without completing the full review process

Adherence Checklist

Before completing a review, verify:

  • [ ] All 4 layers analyzed (Correctness, Security, Performance, Style)
  • [ ] Severity assigned to each finding
  • [ ] Confidence β‰₯80% for all reported issues (or uncertainty stated)
  • [ ] File names and line numbers included for all findings
  • [ ] Positive observations noted
  • [ ] Output follows the standard format