tile-ai/tilelang-ascend
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/ 100

GradeB

Polished and well engineered. Punching above its star count.

Top 18% of 5,156 graded repos

Ascend TileLang adapter

Documentation93
Engineering79
Health100
C++314MIT1mo ago

Top fixes

Highest-impact changes first, ranked by point weight

9 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
    Install and run instructions9pt

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

  3. 3
    Reproducibility6pt

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

  4. 4
    Reproducibility6pt

    Add .github/dependabot.yml with at least one package-ecosystem entry so dependencies are updated automatically.

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

93

Contributing guide5pt74

Contributing guide is too short for full depth credit (−6 pts). 400+ words earns the full +12 pts.

→ Add setup instructions, code style notes, and how to run tests.

Install and run instructions9pt90

README documents how to install the project.

README12pt100

README is present.

License6pt100

Licensed under MIT.

Engineering

79

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.

Reproducibility6pt70

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

Tests18pt80

Test files detected (examples/HISA/block_sparse_mqa_attn_expert_test.py).

CI/CD14pt100

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

Issue and PR templates6pt100

Issue or PR templates present.

Project health

100

Dependency manifest6pt100

Dependency manifest found (pyproject.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)
  • 122
    Forks
  • 7
    Releaseslatest 3mo ago

Community

  • -
    Community health
  • -
    authors own >50% of commits
  • 314
    Watchers

Responsiveness

  • 1d 5h
    Median issue response
  • 2h
    Median PR merge time
  • 213
    Open issues
Repository files42 root entries
  • .agents
    Good: Licensed under MIT.
  • .github
    Good: CI is configured (.github/workflows/ci_ascend.yml).
    Good: Issue or PR templates present.
  • .opencode
  • 3rdparty
  • benchmark
  • cmake
  • docs
  • examples
    Good: Test files detected (examples/HISA/block_sparse_mqa_attn_expert_test.py).
  • images
  • maint
  • scripts
  • src
  • testing
  • tilelang
  • .clang-format
  • .clang-tidy
  • .clangd
  • .coveragerc
  • .gitattributes
  • .gitignore
    Good: .gitignore present.
  • .gitmodules
  • AGENTS.md
  • build_wheel_ascend.sh
  • CMakeLists.txt
  • compile_flags.txt
  • CONTRIBUTING.md
    Issue: Contributing guide is too short for full depth credit (−6 pts). 400+ words earns the full +12 pts.Fix: Add setup instructions, code style notes, and how to run tests.
    Issue: Contributing guide lacks a setup section (−12 pts).Fix: Show new contributors how to get a local dev environment running.
    Issue: Contributing guide lacks a code style section (−8 pts).Fix: Describe your linting/formatting rules and how to run them.
    Good: Contributing guide explains how to run tests.
    Good: Contributing guide describes the PR/review workflow.
    Good: Contributing guide includes code examples.
  • format.sh
  • install_ascend.sh
  • LICENSE
  • MANIFEST.in
  • pyproject.toml
    Good: Dependency manifest found (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.
    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-build.txt
  • requirements-dev.txt
  • requirements-lint.txt
  • requirements-test.txt
  • requirements.txt
    Good: Lockfile present (requirements.txt). Installs are reproducible.
  • set_env.sh
  • setup.py
  • THIRDPARTYNOTICES.txt
  • tox.ini
  • VERSION
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