google/tunix
Grade a repo

95

/ 100

GradeA

A well-known project done right. Strong docs and solid engineering throughout.

Top 6% of 5,156 graded repos

A Lightweight LLM Post-Training Library

Documentation96
Engineering93
Health100
Python2,360Apache-2.01mo ago

Outstanding. A score of 95/100 puts this repo in a very small tier of truly well-engineered projects.

Top fixes

Highest-impact changes first, ranked by point weight

7 to address
  1. 1
    CI/CD14pt

    Add a lint step to catch style issues automatically.

  2. 2
    CI/CD14pt

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

  3. 3
    Install and run instructions9pt

    Add a .env.example listing all required environment variables so contributors know what to set up.

  4. 4
    Reproducibility6pt

    Add .github/dependabot.yml with at least one package-ecosystem entry so dependencies are updated automatically.

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

96

Install and run instructions9pt90

README documents how to install the project.

Contributing guide5pt92

Contributing guide is detailed and thorough.

README12pt100

README is present.

License6pt100

Licensed under Apache-2.0.

Engineering

93

Reproducibility6pt80

Lockfile present (requirements/requirements.txt). Installs are reproducible.

CI/CD14pt85

CI is configured (.github/workflows/build_and_test_tunix_nightly_regression.yml).

Tests18pt100

Test files detected (tests).

Linting and formatting5pt100

Linter or formatter configured (.pylintrc).

Issue and PR templates6pt100

Issue or PR templates present.

Project health

100

Dependency manifest6pt100

Dependency manifest found (pyproject.toml).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • -
    Commits (30d / 90d)
  • 316
    Forks
  • 10
    Releaseslatest 2mo ago

Community

  • 87% - Good
    Community health
  • 4 bus factor
    authors own >50% of commits
  • 2,360
    Watchers

Responsiveness

  • 3d 13h
    Median issue response
  • 4h
    Median PR merge time
  • 239
    Open issues
Repository files18 root entries
  • .gemini
  • .github
    Good: CI is configured (.github/workflows/build_and_test_tunix_nightly_regression.yml).
    Good: Issue or PR templates present.
  • docs
    Good: Contributing guide is detailed and thorough.
    Good: Contributing guide includes setup/install instructions.
    Good: Contributing guide describes code style expectations.
    Issue: Contributing guide lacks a testing section (−8 pts).Fix: Show contributors how to run the test suite (e.g. npm test, pytest, cargo test).
    Good: Contributing guide describes the PR/review workflow.
    Good: Contributing guide includes code examples.
  • examples
  • requirements
    Good: Lockfile present (requirements/requirements.txt). Installs are reproducible.
  • scripts
  • tests
    Good: Test files detected (tests).
  • tunix
  • .gitignore
    Good: .gitignore present.
  • .pre-commit-config.yaml
  • .pylintrc
    Good: Linter or formatter configured (.pylintrc).
  • .pylintrc-notebooks
  • build_docker.sh
  • Dockerfile
    Good: Environment pinned via Dockerfile.
  • LICENSE
    Good: Licensed under Apache-2.0.
  • pyproject.toml
    Good: Dependency manifest found (pyproject.toml).
  • README.md
    Good: 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.
  • readthedocs.yml
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