google-ai-edge/litert
Grade a repo

82

/ 100

GradeB

Good community traction and solid fundamentals. Nearly in the top tier.

Top 28% of 5,156 graded repos

LiteRT, successor to TensorFlow Lite. is Google's On-device framework for high-performance ML & GenAI deployment on edge platforms, via efficient conversion, runtime, and optimization

Documentation95
Engineering66
Health100
C++2,592Apache-2.01mo ago

Top fixes

Highest-impact changes first, ranked by point weight

10 to address
  1. 1
    Tests18pt

    Wire your tests to a documented command (e.g. a test script in your build config) so the suite is reproducible.

  2. 2
    CI/CD14pt

    Add a step like `run: npm test`, `run: pytest`, or `run: tox` to your workflow file.

  3. 3
    CI/CD14pt

    Add a lint step to catch style issues automatically.

  4. 4
    CI/CD14pt

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

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

95

Contributing guide5pt89

Contributing guide is detailed and thorough.

Install and run instructions9pt90

README documents how to install the project.

README12pt100

README is present.

License6pt100

Licensed under Apache-2.0.

Engineering

66

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.

CI/CD14pt57

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

Tests18pt80

Test files detected (ci/tools/python/wheel/utils/manylinux_compliance_test.py).

Reproducibility6pt80

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

Linting and formatting5pt100

Linter or formatter configured (litert/js/packages/core/eslint.config.js).

Project health

100

Dependency manifest6pt100

Dependency manifest found (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)
  • 351
    Forks
  • 15
    Releaseslatest 7mo ago

Community

  • 75% - Good
    Community health
  • 3 bus factor
    authors own >50% of commits
  • 2,592
    Watchers

Responsiveness

  • 2d 3h
    Median issue response
  • <1h
    Median PR merge time
  • 2,068
    Open issues
Repository files35 root entries
  • .github
    Good: CI is configured (.github/workflows/clang_tidy.yml).
  • ci
    Good: Test files detected (ci/tools/python/wheel/utils/manylinux_compliance_test.py).
  • cmake_example
  • docker_build
    Good: Lockfile present (docker_build/requirements.txt). Installs are reproducible.
    Good: Environment pinned via docker_build/docker-compose.yml.
  • g3doc
  • litert
    Good: Linter or formatter configured (litert/js/packages/core/eslint.config.js).
  • support
  • tensor
  • tflite
  • third_party
  • weight_loader
  • .bazeliskrc
  • .bazelrc
  • .bazelversion
  • .clang-tidy
  • .gitattributes
  • .gitignore
    Good: .gitignore present.
  • .gitmodules
  • BUILD
  • BUILD.darts_clone
  • BUILD.sentencepiece
  • BUILD.tomlplusplus
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • configure
  • configure.py
  • CONTRIBUTING.md
    Good: Contributing guide is detailed and thorough.
    Good: Contributing guide includes setup/install instructions.
    Issue: Contributing guide lacks a code style section (−8 pts).Fix: Describe your linting/formatting rules and how to run them.
    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.
  • LICENSE
    Good: Licensed under Apache-2.0.
  • Package.swift
    Good: Dependency manifest found (Package.swift).
  • PATCH.flatbuffers_windows_no_bash
  • PATCH.protobuf_port_msvc_compat
  • PATCH.sentencepiece
  • 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.
  • RELEASE.md
  • SECURITY.md
    Good: Security policy present.
  • WORKSPACE
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