Polished and well engineered. Punching above its star count.

Kubernetes AI Toolchain Operator

Documentation

88

Contributing guide5pt77

CONTRIBUTING guide found.

README12pt85

README is present.

Install and run instructions9pt90

README documents how to install the project.

License6pt100

Licensed under Other.

Engineering

92

CI/CD14pt72

CI is configured (.github/workflows/lint-go.yaml).

Tests18pt100

Test files detected (api/v1alpha1/inferenceset_validation_test.go).

Linting and formatting5pt100

Formatting enforced (.golangci.yaml).

Reproducibility6pt100

Lockfile present (go.sum). Installs are reproducible.

Issue and PR templates6pt100

Issue or PR templates present.

Project health

100

Dependency manifest6pt100

Dependency manifest found (go.mod).

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)
  • 174
    Forks
  • 32
    Releaseslatest 1y ago

Community

  • Community health
  • authors own >50% of commits
  • 971
    Watchers

Responsiveness

  • 8h
    Median issue response
  • <1h
    Median PR merge time
  • 99
    Open issues
Repository files39 root entries
  • .claude-plugin
  • .github
    Good: CI is configured (.github/workflows/lint-go.yaml).
    Good: Dependabot covers 5 ecosystems (github-actions, docker, gomod, pip, npm). Dependencies stay current.
    Good: Issue or PR templates present.
  • api
    Good: Test files detected (api/v1alpha1/inferenceset_validation_test.go).
  • benchmarks
    Good: Environment pinned via benchmarks/mt_bench/Dockerfile.
  • charts
  • cmd
  • config
  • docker
  • docs
  • examples
  • hack
  • pkg
  • plugins
  • presets
  • terraform
  • test
  • website
    Good: 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.
  • .dockerignore
  • .gitattributes
  • .gitignore
    Good: .gitignore present.
  • .golangci.yaml
    Good: Formatting enforced (.golangci.yaml).
  • .pre-commit-config.yaml
  • .trivyignore
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • codecov.yml
  • CODEOWNERS
  • go.mod
    Good: Dependency manifest found (go.mod).
  • go.sum
    Good: Lockfile present (go.sum). Installs are reproducible.
  • goreleaser.yml
  • GOVERNANCE.md
  • LICENSE
    Good: Licensed under Other.
  • MAINTAINERS.md
  • Makefile
  • PROJECT
  • 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.
    Issue: 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.
    Good: README includes status badges.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • SECURITY.md
    Good: Security policy present.
  • SUPPORT.md
  • Tiltfile