Solid engineering. The main gap is visibility.

Documentation

82

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 instructions9pt90

README documents how to install the project.

README12pt100

README is present.

License6pt100

Licensed under MIT.

Engineering

87

Reproducibility6pt70

Lockfile present (poetry.lock). Installs are reproducible.

Tests18pt85

Test files detected (examples/llama.android/lib/src/androidTest/java/android/llama/cpp/ExampleInstrumentedTest.kt).

CI/CD14pt85

CI is configured (.github/workflows/build-cache.yml).

Linting and formatting5pt100

Linter or formatter configured (.editorconfig).

Issue and PR templates6pt100

Issue or PR templates present.

Project health

74

Repository metadata5pt40

No repository description set on GitHub (−60 pts).

Add a one-line description in the repo Settings → About. It appears in search results and social previews.

Activity5pt60

Last pushed 3-6 months ago (−40 pts). A push within 90 days earns 80 pts; within 30 days earns 100 pts.

A recent commit keeps the project looking alive to visitors and contributors.

Dependency manifest6pt100

Dependency manifest found (pyproject.toml).

Housekeeping3pt100

.gitignore present.

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • Commits (30d / 90d)
  • 0
    Forks
  • 0
    Releases

Community

  • Community health
  • authors own >50% of commits
  • 0
    Watchers

Responsiveness

  • Median issue response
  • Median PR merge time
  • 0
    Open issues
Repository files52 root entries
  • .devops
  • .gemini
  • .github
    Good: CI is configured (.github/workflows/build-cache.yml).
    Good: Issue or PR templates present.
  • benches
  • ci
  • cmake
  • common
  • docs
  • examples
    Good: Test files detected (examples/llama.android/lib/src/androidTest/java/android/llama/cpp/ExampleInstrumentedTest.kt).
  • ggml
  • gguf-py
  • grammars
  • include
  • licenses
  • media
  • models
  • pocs
  • requirements
  • scripts
  • src
  • tests
  • tools
  • vendor
  • .clang-format
  • .clang-tidy
  • .dockerignore
  • .ecrc
  • .editorconfig
    Good: Linter or formatter configured (.editorconfig).
  • .flake8
  • .gitignore
    Good: .gitignore present.
  • .gitmodules
  • .pre-commit-config.yaml
  • AUTHORS
  • build-xcframework.sh
  • CMakeLists.txt
  • CMakePresets.json
  • CODEOWNERS
  • convert_hf_to_gguf_update.py
  • convert_hf_to_gguf.py
  • convert_llama_ggml_to_gguf.py
  • convert_lora_to_gguf.py
  • flake.lock
  • flake.nix
  • LICENSE
    Good: Licensed under MIT.
  • Makefile
  • mypy.ini
  • poetry.lock
    Good: Lockfile present (poetry.lock). Installs are reproducible.
  • pyproject.toml
    Good: Dependency manifest found (pyproject.toml).
  • pyrightconfig.json
  • 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.
  • requirements.txt
  • SECURITY.md
    Good: Security policy present.