🏆 AgentReady Leaderboard
Community-driven rankings of agent-ready repositories.
🥇 Top 10 Repositories
📊 All Repositories
| Rank | Repository | Score | Tier | Ruleset | Language | Size | Last Updated |
|---|---|---|---|---|---|---|---|
| 1 | opendatahub-io/opendatahub-tests | 83.5 | Gold | 1.0.1 | Unknown | Unknown | 2026-03-05 |
| 2 | redhat/rhel-ai/wheels/builder | 78.6 | Gold | 1.0.1 | Unknown | Unknown | 2026-03-25 |
| 3 | ambient-code/agentready | 78.4 | Gold | 1.0.1 | Unknown | Unknown | 2026-01-15 |
| 4 | opendatahub-io/odh-dashboard | 76.5 | Gold | 1.0.1 | Unknown | Unknown | 2026-03-18 |
| 5 | python-wheel-build/fromager | 75.8 | Gold | 1.0.1 | Unknown | Unknown | 2026-03-27 |
| 6 | redhat/rhel-ai/ci-cd/aipcc-product-management | 72.2 | Silver | 1.0.1 | Unknown | Unknown | 2026-03-24 |
| 7 | opendatahub-io/ai-helpers | 64.7 | Silver | 1.0.1 | Unknown | Unknown | 2026-02-17 |
| 8 | Red-Hat-AI-Innovation-Team/sdg_hub | 62.7 | Silver | 1.0.1 | Unknown | Unknown | 2026-02-07 |
| 9 | feast-dev/feast | 61.6 | Silver | 1.0.1 | Unknown | Unknown | 2026-02-17 |
| 10 | redhat/rhel-ai/ci-cd/docs | 60.9 | Silver | 1.0.1 | Unknown | Unknown | 2026-03-24 |
| 11 | redhat/rhel-ai/ci-cd/dashboard | 58.5 | Bronze | 1.0.1 | Unknown | Unknown | 2026-03-24 |
| 12 | jeremyeder/reference | 55.8 | Bronze | 1.0.1 | Unknown | Unknown | 2026-01-15 |
| 13 | ambient-code/reference | 55.8 | Bronze | 1.0.1 | Unknown | Unknown | 2026-01-15 |
| 14 | redhat/rhel-ai/rhai/pipeline | 53.8 | Bronze | 1.0.1 | Unknown | Unknown | 2026-03-25 |
| 15 | quay/quay | 51.0 | Bronze | 1.0.0 | Unknown | Unknown | 2025-12-04 |
| 16 | redhat/rhel-ai/ci-cd/aipcc-product-management-configs | 49.3 | Bronze | 1.0.1 | Unknown | Unknown | 2026-03-24 |
| 17 | redhat/rhel-ai/ci-cd/central-linter | 45.9 | Bronze | 1.0.1 | Unknown | Unknown | 2026-03-24 |
| 18 | redhat/rhel-ai/ci-cd/aipcc-claudio | 44.5 | Bronze | 1.0.1 | Unknown | Unknown | 2026-03-24 |
| 19 | redhat/rhel-ai/containers/bootc | 34.1 | Needs Improvement | 1.0.1 | Unknown | Unknown | 2026-03-24 |
| 20 | redhat/rhel-ai/ci-cd/aipcc-infrastructure | 27.6 | Needs Improvement | 1.0.1 | Unknown | Unknown | 2026-03-24 |
| 21 | redhat/rhel-ai/containers/bootc-test | 26.7 | Needs Improvement | 1.0.1 | Unknown | Unknown | 2026-03-24 |
| 22 | redhat/rhel-ai/disk-images/disk-image-test | 26.7 | Needs Improvement | 1.0.1 | Unknown | Unknown | 2026-03-24 |
| 23 | redhat/rhel-ai/ci-cd/toolbox | 24.8 | Needs Improvement | 1.0.1 | Unknown | Unknown | 2026-03-24 |
| 24 | redhat/rhel-ai/renovate-config | 24.1 | Needs Improvement | 1.0.1 | Unknown | Unknown | 2026-03-24 |
| 25 | redhat/rhel-ai/konflux-data | 15.3 | Needs Improvement | 1.0.1 | Unknown | Unknown | 2026-03-24 |
Leaderboard updated: 2026-03-30T13:43:22.691615Z
Total repositories: 25
Key Features
🔬 Research-Backed
Every generated file and assessed attribute is backed by 50+ citations from Anthropic, Microsoft, Google, and academic research.
| Tier | Attribute | Citations |
|---|---|---|
| T1 | CLAUDE.md File | 6 |
| T2 | Type Annotations | 8 |
| View all 25 attributes → | ||
📈 CI-Friendly
Generated GitHub Actions run AgentReady on every PR, posting results as comments. Track improvements over time with Markdown reports.
✓ Auto-assess on every PR
✓ Markdown report comments
✓ Track improvements over time
⚡ One Command Setup
From zero to production-ready infrastructure in seconds. Review generated files with --dry-run before committing.
$ agentready bootstrap .
✓ Generated 12 files (0.8s)
✓ Ready for git commit
🎯 Language-Specific
Auto-detects your primary language (Python, JavaScript, Go) and generates appropriate workflows, linters, and test configurations.
- ✓ Python (black, isort, ruff, pytest)
- ✓ JavaScript/TypeScript (prettier, eslint)
- ✓ Go (gofmt, golint)
- Auto-detected via git ls-files
🤖 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.
Bootstrap targets 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:
- GitHub repository (public)
- Commit access to repository
GITHUB_TOKENenvironment variable
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