john-rocky/coreai-model-zoo

0

/ 100

Documentation60
Engineering29
Health100
Swift169Other1d ago
Grade a repo

Popular for its size, but the engineering basics lag behind the interest.

Community model zoo + knowledge base for Apple Core AI (iOS/macOS 27): Qwen3.5 & Gemma 4 converted end-to-end, verified on-device (iPhone 17 Pro GPU/ANE), conversion gotchas, custom Metal kernels, Swift runner

Documentation

60

Contributing guide5pt0

No CONTRIBUTING.md found (−47 pts base + up to −53 pts more for content).

→ Add a CONTRIBUTING.md telling newcomers how to get involved. Include setup, code style, test, and PR instructions.

Install and run instructions9pt45

No install instructions found in the README (−45 pts).

→ Add a section showing how to install dependencies.

README12pt75

README is present.

License6pt100

Licensed under Other.

Engineering

29

CI/CD14pt0

No CI configuration detected in this repository.

→ If your CI lives elsewhere (a private repo that builds this one) or this project is itself a CI/CD tool, mark this check Not Applicable. Otherwise add a GitHub Actions workflow that runs tests on each push. It takes 15 minutes and reassures contributors their changes won't break things.

Linting and formatting5pt0

No linter or formatter config found.

→ Add a linter config such as .eslintrc.json, .prettierrc, ruff.toml, or .golangci.yml to enforce consistent code style.

Reproducibility6pt0

No dependency lockfile found (−70 pts).

→ Commit Package.resolved for application projects so Swift Package Manager resolves the same versions.

Issue and PR templates6pt0

No issue or PR templates found (−100 pts).

→ Add .github/ISSUE_TEMPLATE/ with bug_report.md and feature_request.md to guide contributors. It dramatically improves issue quality.

Tests18pt80

Test files detected (apps/CoreAIChat/Sources/HostCacheTest.swift).

Project health

100

Dependency manifest6pt100

Dependency manifest found (swift/Package.swift).

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)
  • 11
    Forks
  • 1
    Releaseslatest 10d ago

Community

  • —
    Community health
  • —
    authors own >50% of commits
  • 169
    Watchers

Responsiveness

  • 13h
    Median issue response
  • —
    Median PR merge time
  • 1
    Open issues
Repository files9 root entries
  • apps
    Good: Test files detected (apps/CoreAIChat/Sources/HostCacheTest.swift).
  • conversion
  • knowledge
  • official
  • swift
    Good: Dependency manifest found (swift/Package.swift).
  • zoo
  • .gitignore
    Good: .gitignore present.
  • LICENSE
    Good: Licensed under Other.
  • 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.
    Issue: 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.
    Issue: No install instructions found in the README (−45 pts).Fix: Add a section showing how to install dependencies.
    Good: README documents how to run the project.