lablup/mlxcel
Grade a repo

0

/ 100

GradeA

Polished and well engineered. Punching above its star count.

Top 3% of 5,156 graded repos

MLX-based experimental inference engine

Documentation97
Engineering99
Health98
Rust101Apache-2.01mo ago

Outstanding. A score of 98/100 puts this repo in a very small tier of truly well-engineered projects.

Top fixes

Highest-impact changes first, ranked by point weight

4 to address
  1. 1
    Install and run instructions9pt

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

  2. 2
    Reproducibility6pt

    Add a Dockerfile, .nvmrc, or .python-version to pin the runtime version and make the environment reproducible.

  3. 3
    Dependency manifest6pt

    Add `documentation = "https://docs.rs/<crate>"` to [package] so users can find the API docs.

  4. 4
    Reproducibility6pt

    Add `edition = "2021"` to [package] in Cargo.toml for the latest Rust language features.

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

97

Install and run instructions9pt90

README documents how to install the project.

README12pt100

README is present.

License6pt100

Licensed under Apache-2.0.

Contributing guide5pt100

Contributing guide is detailed and thorough.

Engineering

99

Reproducibility6pt90

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

Tests18pt100

Test files detected (python/tests).

CI/CD14pt100

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

Linting and formatting5pt100

Rust linting configured (webpage/site/eslint.config.mjs, cargo clippy in CI, cargo fmt in CI).

Issue and PR templates6pt100

Issue or PR templates present.

Project health

98

Dependency manifest6pt95

Dependency manifest found (Cargo.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)
  • 21
    Forks
  • 18
    Releaseslatest 2mo ago

Community

  • -
    Community health
  • -
    authors own >50% of commits
  • 101
    Watchers

Responsiveness

  • 2h
    Median issue response
  • <1h
    Median PR merge time
  • 16
    Open issues
Repository files32 root entries
  • .cargo
  • .github
    Good: CI is configured (.github/workflows/ci.yml).
    Good: Dependabot covers 2 ecosystems (cargo, github-actions). Dependencies stay current.
    Good: Issue or PR templates present.
  • benchmarks
  • debian
  • docs
  • examples
  • python
    Good: Test files detected (python/tests).
  • scripts
  • spike
  • src
  • tests
  • webpage
    Good: Rust linting configured (webpage/site/eslint.config.mjs, cargo clippy in CI, cargo fmt in CI).
  • .gitignore
    Good: .gitignore present.
  • .gitleaksignore
  • build.rs
  • Cargo.lock
    Good: Lockfile present (Cargo.lock). Installs are reproducible.
  • Cargo.toml
    Good: Dependency manifest found (Cargo.toml).
  • CHANGELOG.md
  • CITATION.cff
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • CONTRIBUTING.md
    Good: Contributing guide is detailed and thorough.
    Good: Contributing guide includes setup/install instructions.
    Good: Contributing guide describes code style expectations.
    Good: Contributing guide explains how to run tests.
    Good: Contributing guide describes the PR/review workflow.
    Good: Contributing guide includes code examples.
  • deny.toml
  • LICENSE
    Good: Licensed under Apache-2.0.
  • Makefile
  • mkdocs.ko.pdf.yml
  • mkdocs.ko.yml
  • mkdocs.pdf.yml
  • mkdocs.yml
  • NOTICE
  • 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.
  • rust-toolchain.toml
  • SECURITY.md
    Good: Security policy present.
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