pypa/pipNew scan
88/ 100 · B

A top-tier open source project. Docs, tests, and CI are all in excellent shape.

The Python package installer

Python10,203 starsMITupdated 2d ago
DocumentationREADME, setup, examples, license
70
EngineeringTests, CI, linting, lockfiles
96
Project healthDescription, activity, stars, deps
100

What to fix first

The highest-impact improvements for this repo.

  1. 1
    CI/CD
    EngineeringInfo

    Add a lint step (e.g. `npm run lint`, `ruff check .`, `cargo clippy`) to catch style issues automatically.

  2. 2
    CI/CD
    EngineeringInfo

    Add `tsc --noEmit`, `mypy`, or `cargo check` to catch type errors before they merge.

  3. 3
    CI/CD
    EngineeringInfo

    Upload coverage to Codecov, Coveralls, or report it with `--coverage` flags.

Detailed breakdown

Documentation

70
  • README40
    • README is present.
    • README has little structure (0 pts); 2-3 headings earns +8 pts, 4+ earns +15 pts.Break it into sections (Overview, Install, Usage, Contributing) using Markdown headings.
    • No screenshots or images in the README (−20 pts).Add a GIF, screenshot, or logo image. It is the fastest way to show what your project does.
    • README has no code examples (−15 pts).Show a quick-start snippet so contributors can see what using your project looks like.
    • README links to a live demo or deployed app.
    • No status badges in the README (−10 pts).Add CI/build status badges from shields.io or your CI provider to signal project health.
  • Install and run instructions90
    • README documents how to install the project.
    • README documents how to run the project.
    • If your project uses environment variables, add a .env.example listing them (+10 pts).Add a .env.example listing all required environment variables so contributors know what to set up.
  • License100
    • Licensed under MIT.
  • Contributing guide70
    • CONTRIBUTING guide or docs directory present.
    • Optional: add a Code of Conduct (+5 pts).A CODE_OF_CONDUCT.md signals that your project is welcoming. GitHub has a template you can add in one click.

Engineering

96
  • Tests100
    • Test files detected (tests).
    • Pytest configured via [tool.pytest.ini_options] in pyproject.toml with test files present.
    • Coverage reporting is configured in pyproject.toml.
  • CI/CD85

    Not applicable?

    • CI is configured (.github/workflows/ci.yml).
    • CI workflow runs tests.
    • CI runs on pull requests, not just on pushes to main.
    • CI does not appear to run a linter (−15 pts).Add a lint step (e.g. `npm run lint`, `ruff check .`, `cargo clippy`) 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.
    • Optional: report test coverage in CI.Upload coverage to Codecov, Coveralls, or report it with `--coverage` flags.
    • CI tests across multiple environments or versions.
  • Linting and formatting100
    • Linter or formatter configured (tests/ruff.toml).
    • pyproject.toml configures both a formatter/linter (ruff/black) and type checking (mypy).
  • Reproducibility100
    • Lockfile present (tests/data/completion_paths/requirements.txt). Installs are reproducible.
    • Environment pinned via build-project/.python-version.
    • Dependabot covers 2 ecosystems (github-actions, pip). Dependencies stay current.
  • Issue and PR templates100
    • Issue or PR templates present.
    • Security policy present.

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).
    • 10,203 stars.
  • Housekeeping100
    • .gitignore present.
Repository files23 root entries
  • .devcontainer
  • .github
    Good: CONTRIBUTING guide or docs directory present.
    Good: CI is configured (.github/workflows/ci.yml).
    Good: Dependabot covers 2 ecosystems (github-actions, pip). Dependencies stay current.
    Good: Issue or PR templates present.
  • build-project
    Good: Environment pinned via build-project/.python-version.
  • docs
  • news
  • src
  • tests
    Good: Test files detected (tests).
    Good: Linter or formatter configured (tests/ruff.toml).
    Good: Lockfile present (tests/data/completion_paths/requirements.txt). Installs are reproducible.
  • tools
  • .git-blame-ignore-revs
  • .gitattributes
  • .gitignore
    Good: .gitignore present.
  • .mailmap
  • .pre-commit-config.yaml
  • .readthedocs-custom-redirects.yml
  • .readthedocs.yml
  • AI_POLICY.md
  • AUTHORS.txt
  • LICENSE.txt
    Good: Licensed under MIT.
  • NEWS.rst
  • noxfile.py
  • pyproject.toml
    Good: Dependency manifest found (pyproject.toml).
  • README.rst
    Good: README is present.
    Info: README has little structure (0 pts); 2-3 headings earns +8 pts, 4+ earns +15 pts.Fix: Break it into sections (Overview, Install, Usage, Contributing) using Markdown headings.
    Warning: No screenshots or images in the README (−20 pts).Fix: Add a GIF, screenshot, or logo image. It is the fastest way to show what your project does.
    Info: README has no code examples (−15 pts).Fix: Show a quick-start snippet so contributors can see what using your project looks like.
    Good: README links to a live demo or deployed app.
    Info: No status badges in the README (−10 pts).Fix: Add CI/build status badges from shields.io or your CI provider to signal project health.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • SECURITY.md
    Good: Security policy present.