agent-ready: AI Agent Readiness Checker
agent-ready is a Python CLI that evaluates a code repository's structure and content for optimal performance with AI coding agents like Claude Code, Cursor, and GitHub Copilot.
AI coding agents are now standard development tools. The quality and relevance of their suggestions, refactors, and code generation heavily depend on the clarity, consistency, and discoverability of a repository's codebase. agent-ready helps identify areas for improvement to maximize agent effectiveness.
Quick Start
To check a repository, simply run the script with the path to your repository:
# Clone the agent-ready repository
git clone https://github.com/your-org/agent-ready.git
cd agent-ready
# Run the check against your target repository
python3 agent_ready.py /path/to/your/project
What It Checks
agent-ready performs the following checks, assigning points based on best practices for AI agent comprehension:
| Check | Points |
|---|---|
README.md exists and is substantial |
10 |
.gitignore exists and is comprehensive |
8 |
requirements.txt or equivalent exists |
7 |
pyproject.toml or setup.py exists |
7 |
Clear project structure (e.g., src/) |
8 |
| Docstrings/comments present (sample check) | 10 |
| Type hints used (sample check) | 8 |
Test suite detected (tests/ folder) |
9 |
Linter config detected (.flake8, pyproject.toml) |
6 |
Formatter config detected (.prettierrc, pyproject.toml) |
6 |
CI/CD config detected (.github/workflows, gitlab-ci.yml) |
5 |
CONTRIBUTING.md exists |
4 |
LICENSE file exists |
4 |
| Recent activity (last 3 months) | 8 |
| Total Possible Score | 100 |
Grading Scale
The final score translates to a grade:
| Grade | Score Range |
|---|---|
| A | 90-100 |
| B | 80-89 |
| C | 70-79 |
| D | 60-69 |
| F | < 60 |
Flags
agent-ready supports the following flags:
--json: Output results as a JSON object. Useful for programmatic consumption.--badge: Output a Markdown badge string representing the grade.--strict: Exit with a non-zero status code if the grade is below 'B'. Useful for CI/CD pipelines.
Badge Example

Use in CI
Integrate agent-ready into your CI/CD pipeline to ensure ongoing agent readiness.
name: Agent Readiness Check
on: [push, pull_request]
jobs:
check-readiness:
runs-on: ubuntu-latest
steps:
- name: Checkout agent-ready
uses: actions/checkout@v4
with:
repository: your-org/agent-ready # Replace with actual repo URL
path: agent-ready
- name: Checkout target repository
uses: actions/checkout@v4
with:
path: target-repo
- name: Run agent-ready check
run: python3 agent-ready/agent_ready.py target-repo --strict
Metadata
Release files for agent-ready-cli 0.1.0
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| agent_ready_cli-0.1.0.tar.gz | 7.0 kB | With provenance | Details for agent_ready_cli-0.1.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| agent_ready_cli-0.1.0-py3-none-any.whl | Python 3 | none | any | Details for agent_ready_cli-0.1.0-py3-none-any.whl |
Total release size: 14.4 kB
Release files / agent_ready_cli-0.1.0.tar.gz
| Download URL | agent_ready_cli-0.1.0.tar.gz |
|---|---|
| Size | 7.0 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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|
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BLAKE2b-256 checksum How to use checksums |
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Yes |
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twine/6.1.0 CPython/3.13.12
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Transparency logRelease files / agent_ready_cli-0.1.0-py3-none-any.whl
| Download URL | agent_ready_cli-0.1.0-py3-none-any.whl |
|---|---|
| Size | 7.4 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
1e263709f24da8a41ac8496423b4d4a905a4dea3ee33d6841c8a726112aa2c2a
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BLAKE2b-256 checksum How to use checksums |
ca5bc4276ae6c8f02fee725aa3ec8f42ec5ae4f5142ed45bf0e8c6cd48f99bbd
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| Upload date | |
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Uploaded using Trusted Publishing? What is trusted publishing? |
Yes |
| Uploaded via |
twine/6.1.0 CPython/3.13.12
|
Provenance
Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Jun 4, 2026.
Transparency logSecurity for agent-ready-cli 0.1.0
Provenance
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Full provenance
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Attestation for agent_ready_cli-0.1.0.tar.gz
PyPI Publish Attestation
PyPI verified that this artifact, at this checksum, originated from the publisher listed below.
Signed by GitHub Actions, verified by PyPI on Jun 4, 2026.
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