Skip to content
cccskills
FreePublished on GitHub

code-review-patterns

Multi-dimensional code assessment across security, quality, performance, and maintainability with confidence-gated reporting (>=80%) and Router Contract generation.

The English summary is being prepared. Showing the original description.

a5c-ai/babysitter
See how to install

Files included (2)

  • SKILL.md1.7 KB
  • README.md238 B

SKILL.md (original)

Review the instructions the agent will receive before you install.

  • Injection vulnerabilities (SQL, XSS, command)
  • Authentication and authorization patterns
  • Secrets handling (no hardcoded credentials)
  • Input validation and sanitization

Quality (weight: 25%)

  • Naming conventions and consistency
  • Code structure (SRP, cohesion, coupling)
  • Error handling completeness
  • Type safety (no any escapes)

Performance (weight: 20%)

  • Algorithmic complexity (flag O(n^2) or worse)
  • Resource and memory leaks
  • Database query efficiency (N+1)
  • Caching opportunities

Maintainability (weight: 25%)

  • Documentation (JSDoc/TSDoc for public APIs)
  • Test coverage adequacy
  • Readability (function length, nesting depth)
  • Tech debt markers (TODO, FIXME)

Confidence Gating

  • Only report issues with confidence >= 80%
  • Empty catch blocks are always critical (100% confidence)
  • Classify: critical, high, medium, low
  • Include actionable remediation for each issue

Router Contract

Every review must produce: STATUS, BLOCKING, REQUIRES_REMEDIATION, issue counts.

When to Use

  • Code review step in BUILD workflow
  • Fix review in DEBUG workflow
  • Full REVIEW workflow

Agents Used

  • code-reviewer (primary consumer)
  • silent-failure-hunter (error handling dimension)

Reviews

No reviews yet. Tell others what you thought.

Comments

No login needed. Share how it worked for you, ask a question, or note where it did not run.

No comments yet. Be the first to write one.

Comments are published right away. Do not include personal information such as email addresses or phone numbers. Up to 2 URLs.

0 / 1,000 characters

This form is protected by reCAPTCHA, and the Google Privacy Policy and Terms of Service apply.

More skills from this repository

advanced-ds-library

Free

Provide implementations of advanced data structures

The English summary is being prepared. Showing the original description.

a5c-ai/babysitter1.9KUpdated Sep 17, 2026

adversarial-review

Free

Fresh adversarial code review with binary PASS/FAIL verdicts, evidence citations, and anchoring bias prevention via fresh reviewer spawning.

The English summary is being prepared. Showing the original description.

a5c-ai/babysitter1.9KUpdated Sep 17, 2026

agent-booster

Free

WASM-based instant code transforms for simple tasks, achieving 352x speedup over LLM inference with zero cost.

The English summary is being prepared. Showing the original description.

a5c-ai/babysitter1.9KUpdated Sep 17, 2026

agent-coordination

Free

Coordinate Crew (persistent) and Polecat (transient) agents using Gas Town's hook-based work distribution and GUPP principle.

The English summary is being prepared. Showing the original description.

a5c-ai/babysitter1.9KUpdated Sep 17, 2026

algorithm-visualizer

Free

Generate visual representations of algorithm execution

The English summary is being prepared. Showing the original description.

a5c-ai/babysitter1.9KUpdated Sep 17, 2026

anti-drift

Free

Hierarchical coordination and drift detection with frequent checkpoints, shared memory coherence validation, role specialization enforcement, and short task cycles.

The English summary is being prepared. Showing the original description.

a5c-ai/babysitter1.9KUpdated Sep 17, 2026

See all skills by a5c-ai

Report a problem with this skill