95/ 100 · A
A top-tier open source project. Docs, tests, and CI are all in excellent shape.
Python packaging and dependency management made easy
Python34,283 starsMITupdated 2d ago
Outstanding work. A score of 95/100 puts this repo in a very small tier of truly well-engineered open source projects.
DocumentationREADME, setup, examples, license
EngineeringTests, CI, linting, lockfiles
Project healthDescription, activity, stars, deps
What to fix first
The highest-impact improvements for this repo.
- 1TestsEngineeringIssue
Wire your tests to a documented command (e.g. a test script in your build config) so the suite is reproducible.
- 2CI/CDEngineeringIssue
Add a lint step to catch style issues automatically.
- 3CI/CDEngineeringInfo
Upload coverage to Codecov, Coveralls, or report it with `--coverage` flags.
Detailed breakdown
Documentation
95- README100
- README is present.
- README is well structured with multiple sections.
- README includes screenshots or visuals. Great for first impressions.
- README has code examples.
- README links to a live demo or deployed app.
- README includes status badges.
- Install and run instructions90
- README documents how to install the project.
- README documents how to run the project.
- No .env.example found (−10 pts).Add a .env.example listing all required environment variables so contributors know what to set up.
- License100
- Licensed under MIT.
- Contributing guide85
- Contributing guide is detailed and thorough.
- Contributing guide lacks a setup section (−12 pts).Show new contributors how to get a local dev environment running.
- Contributing guide lacks a code style section (−8 pts).Describe your linting/formatting rules and how to run them.
- Contributing guide explains how to run tests.
- Contributing guide describes the PR/review workflow.
- Contributing guide includes code examples.
- Code of conduct present.
Engineering
93- Tests95
- Test files detected (tests).
- Pytest referenced in pyproject.toml and test files present.
- Coverage reporting is configured in pyproject.toml.
- Test files detected (95/100) but no test runner configured (−5 pts). Without a documented test command the suite cannot be verified by contributors.Wire your tests to a documented command (e.g. a test script in your build config) so the suite is reproducible.
- CI/CD85
Not applicable?
- CI is configured (.github/workflows/tests.yaml).
- CI workflow runs tests.
- CI runs on pull requests, not just on pushes to main.
- CI does not run a lint or format check (−15 pts).Add a lint step to catch style issues automatically.
- CI runs type checking (tsc, mypy, cargo check, etc.).
- Optional: report test coverage in CI.Upload coverage to Codecov, Coveralls, or report it with `--coverage` flags.
- CI caches dependencies for faster runs.
- CI tests across multiple environments or versions.
- Linting and formatting100
- Linter or formatter configured ([tool.ruff] / [tool.black] in pyproject.toml).
- Reproducibility90
- Lockfile present (poetry.lock). Installs are reproducible.
- No Dockerfile or runtime version pin found. Adding one earns +10 pts.Add a Dockerfile, .nvmrc, or .python-version to pin the runtime version and make the environment reproducible.
- Dependabot covers 2 ecosystems (github-actions, pip). Dependencies stay current.
- Issue and PR templates100
- Issue or PR templates present.
- Optional: add a SECURITY.md.A SECURITY.md explains how to responsibly disclose vulnerabilities. Worth adding once the project has real users.
Project health
100- Dependency manifest100
- Dependency manifest found (pyproject.toml).
- pyproject.toml has a [project] table with package metadata.
- pyproject.toml includes a description.
- pyproject.toml specifies requires-python, preventing installs on incompatible versions.
- pyproject.toml has a [build-system] table. The package can be built and published.
- Repository metadata100
- Repository has a description.
- Primary language detected: Python.
- pyproject.toml [project] metadata is complete (description, authors, urls).
- Activity100
- Actively maintained (pushed within the last month).
- 34,283 stars.
- Housekeeping100
- .gitignore present.
Repository files16 root entries
- .githubGood: CI is configured (.github/workflows/tests.yaml).Good: Dependabot covers 2 ecosystems (github-actions, pip). Dependencies stay current.Good: Issue or PR templates present.
- assets
- docsGood: Contributing guide is detailed and thorough.Issue: Contributing guide lacks a setup section (−12 pts).Fix: Show new contributors how to get a local dev environment running.Issue: Contributing guide lacks a code style section (−8 pts).Fix: Describe your linting/formatting rules and how to run them.Good: Contributing guide explains how to run tests.Good: Contributing guide describes the PR/review workflow.Good: Contributing guide includes code examples.
- src
- testsGood: Test files detected (tests).
- .gitattributes
- .gitignoreGood: .gitignore present.
- .pre-commit-config.yaml
- .pre-commit-hooks.yaml
- CHANGELOG.md
- CITATION.cff
- CODE_OF_CONDUCT.mdGood: Code of conduct present.
- LICENSEGood: Licensed under MIT.
- poetry.lockGood: Lockfile present (poetry.lock). Installs are reproducible.
- pyproject.tomlGood: Dependency manifest found (pyproject.toml).
- README.mdGood: README is present.Good: README is well structured with multiple sections.Good: README includes screenshots or visuals. Great for first impressions.Good: README has code examples.Good: README links to a live demo or deployed app.Good: README includes status badges.Good: README documents how to install the project.Good: README documents how to run the project.