github-code-review

Comprehensive GitHub code review with AI-powered swarm coordination

3.69x

Quality

28%

Does it follow best practices?

Impact

85%

3.69x

Average score across 3 eval scenarios

Securityby

Critical

Do not install without reviewing

Optimize this skill with Tessl

npx tessl skill review --optimize ./.claude/skills/github-code-review/SKILL.md

Evaluation results

94%

60%

Automated Code Review Infrastructure for a Fintech Repository

Repository review infrastructure setup

Criteria

Without context

With context

Required agents in config

37%

100%

Optional agents in config

100%

Security threshold blocks

100%

Performance threshold warns

100%

Style threshold suggests

100%

Auth/payment/admin trigger

62%

100%

API/database/cache trigger

62%

100%

UI path trigger

review-all in workflow

100%

Workflow fetches PR data and diff

50%

100%

Conditional approve or request-changes

100%

PR template swarm config section

100%

PR template tasks checklist

100%

Setup script fetches PR context

50%

100%

Setup script posts initial status

66%

68%

Security Code Review Script for Sensitive Code Paths

Security severity-based PR handling

Criteria

Without context

With context

Uses review-security command

100%

Full check suite

100%

Suggest-fixes flag

100%

Fetches changed files via gh

100%

Critical issues request changes

100%

Security label on critical

100%

Non-critical posts comment

100%

No-color diff flag

Inline comment via gh api

Constructive comment style

94%

59%

Smart PR Orchestration with Custom API Versioning Reviewer

Dynamic swarm topology and custom review agent

Criteria

Without context

With context

Ring topology for small PRs

100%

Mesh topology for medium PRs

50%

100%

Hierarchical topology for large PRs

100%

Label-to-agent mapping

37%

75%

Auto-merge checks swarm status

100%

Auto-merge requires 2 reviews

100%

62%

Auto-merge uses squash

100%

Custom agent async review method

25%

100%

Issue objects have required fields

25%

100%

Create swarm from PR via pipe

88%

Auto-spawn from labels

100%

Repository: ruvnet/ruv-FANN
Commit: 46f6f8a

Evaluated: 18 days ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Automated Code Review Infrastructure for a Fintech Repository Security Code Review Script for Sensitive Code Paths Smart PR Orchestration with Custom API Versioning Reviewer

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