95/ 100 · A
A top-tier open source project. Docs, tests, and CI are all in excellent shape.
FastAPI framework, high performance, easy to learn, fast to code, ready for production
Python99,295 starsMITupdated today
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
Add `tsc --noEmit`, `mypy`, or `cargo check` to catch type errors before they merge.
Detailed breakdown
Documentation
93- 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 guide72
- CONTRIBUTING guide found.
- CONTRIBUTING guide contents could not be read (−28 pts vs a readable file).Move the file to the repo root or docs/CONTRIBUTING.md so its setup, style, test, and PR sections can be graded.
- Optional: add a Code of Conduct.A CODE_OF_CONDUCT.md signals that your project is welcoming. GitHub has a template you can add in one click.
Engineering
94- Tests95
- Test files detected (docs_src/app_testing/app_a_py310/test_main.py).
- 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/build-docs.yml).
- 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.
- Optional: add type checking to CI.Add `tsc --noEmit`, `mypy`, or `cargo check` to catch type errors before they merge.
- CI reports or uploads test coverage.
- 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).
- Reproducibility100
- Lockfile present (uv.lock). Installs are reproducible.
- Environment pinned via .python-version.
- Dependabot covers 3 ecosystems (github-actions, uv, pre-commit). 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).
- 99,295 stars.
- Housekeeping100
- .gitignore present.
Repository files14 root entries
- .githubGood: CI is configured (.github/workflows/build-docs.yml).Good: Dependabot covers 3 ecosystems (github-actions, uv, pre-commit). Dependencies stay current.Good: Issue or PR templates present.
- docsGood: CONTRIBUTING guide found.Issue: CONTRIBUTING guide contents could not be read (−28 pts vs a readable file).Fix: Move the file to the repo root or docs/CONTRIBUTING.md so its setup, style, test, and PR sections can be graded.
- docs_srcGood: Test files detected (docs_src/app_testing/app_a_py310/test_main.py).
- fastapi
- scripts
- tests
- .gitignoreGood: .gitignore present.
- .pre-commit-config.yaml
- .python-versionGood: Environment pinned via .python-version.
- CITATION.cff
- LICENSEGood: Licensed under MIT.
- 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.
- uv.lockGood: Lockfile present (uv.lock). Installs are reproducible.