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🏆 AgentReady Leaderboard

Community-driven rankings of agent-ready repositories.

🥇 Top 10 Repositories

#1

ambient-code/agentready

Unknown Unknown
78.6 Gold
#2

quay/quay

Unknown Unknown
51.0 Bronze

📊 All Repositories

Rank Repository Score Tier Ruleset Language Size Last Updated
1 ambient-code/agentready 78.6 Gold 1.0.0 Unknown Unknown 2025-12-03
2 quay/quay 51.0 Bronze 1.0.0 Unknown Unknown 2025-12-04

Leaderboard updated: 2025-12-05T17:38:42.696860Z
Total repositories: 2

Key Features

🔬 Research-Backed

Every generated file and assessed attribute is backed by 50+ citations from Anthropic, Microsoft, Google, and academic research.

📈 CI-Friendly

Generated GitHub Actions run AgentReady on every PR, posting results as comments. Track improvements over time with Markdown reports.

⚡ One Command Setup

From zero to production-ready infrastructure in seconds. Review generated files with --dry-run before committing.

🎯 Language-Specific

Auto-detects your primary language (Python, JavaScript, Go) and generates appropriate workflows, linters, and test configurations.

🤖 Automated Infrastructure

Bootstrap generates complete GitHub setup: Actions workflows, issue/PR templates, pre-commit hooks, Dependabot config, and security scanning—all language-aware.

🏆 Readiness Tiers

Platinum, Gold, Silver, Bronze levels validate your codebase quality. Bootstrap helps you achieve Gold (75+) immediately.

📈 Submit Your Repository

# 1. Run assessment
agentready assess .

# 2. Submit to leaderboard (requires GITHUB_TOKEN)
export GITHUB_TOKEN=ghp_your_token_here
agentready submit

# 3. Wait for validation and PR merge

Requirements:

Learn more about submission →

CLI Reference

AgentReady provides a comprehensive CLI with multiple commands for different workflows:

Usage: agentready [OPTIONS] COMMAND [ARGS]...

  AgentReady Repository Scorer - Assess repositories for AI-assisted
  development.

  Evaluates repositories against 25 evidence-based attributes and generates
  comprehensive reports with scores, findings, and remediation guidance.

Options:
  --version  Show version information
  --help     Show this message and exit.

Commands:
  align             Align repository with best practices by applying fixes
  assess            Assess a repository against agent-ready criteria
  assess-batch      Assess multiple repositories in a batch operation
  bootstrap         Bootstrap repository with GitHub infrastructure
  demo              Run an automated demonstration of AgentReady
  experiment        SWE-bench experiment commands
  extract-skills    Extract reusable patterns and generate Claude Code skills
  generate-config   Generate example configuration file
  learn             Extract reusable patterns and generate skills (alias)
  migrate-report    Migrate assessment report to different schema version
  repomix-generate  Generate Repomix repository context for AI consumption
  research          Manage and validate research reports
  research-version  Show bundled research report version
  submit            Submit assessment results to AgentReady leaderboard
  validate-report   Validate assessment report against schema version

View detailed command documentation →