bbuf/how-to-optim-algorithm-in-cuda
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GradeF

Real traction, but rough engineering makes it hard for contributors to trust.

Higher than 33% of 5,156 graded repos

how to optimize some algorithm in cuda.

Documentation47
Engineering29
Health94
Cuda3,1093mo ago

A low grade is a to-do list, not a judgment of your code

Most gaps here are documentation, tests, and setup, not the code itself. Closing your top 3 gaps alone would lift this repo to C (77).

See your top fixes
Now
F
47
Potential
C
77

Top fixes

Highest-impact changes first, ranked by point weight

15 to address
  1. 1
    Tests18pt

    Add automated tests. They prove the code works and give contributors confidence to make changes.

  2. 2
    README12pt

    Show a quick-start snippet so contributors can see what using your project looks like.

  3. 3
    README12pt

    Add CI/build status badges from shields.io or your CI provider to signal project health.

  4. 4
    Install and run instructions9pt

    Add a section showing how to install dependencies.

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

47

Install and run instructions9pt0

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

→ Add a section showing how to install dependencies.

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.

README12pt75

README is present.

License6pt100

A license file is present.

Engineering

29

Tests18pt0

No tests detected anywhere in the repository.

→ Add automated tests. They prove the code works and give contributors confidence to make changes.

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 the lockfile for this project's package manager so installs produce the same dependency versions everywhere.

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/CD14pt100

CI is configured (cutlass/code/cutlass-notes/.github/workflows/auto-fix-code-style.yml).

Project health

94

Housekeeping3pt60

.gitignore present.

Dependency manifest6pt100

Dependency manifest found (cutlass/code/cfx-article-src/cutlass_gemm/cutlass_gemm/setup.py).

Repository metadata5pt100

Repository has a description.

Activity5pt100

Actively maintained (pushed within the last month).

Repository health signals

Activity, community, and responsiveness at scan time

Activity

  • -
    Commits (30d / 90d)
  • 281
    Forks
  • 0
    Releases

Community

  • -
    Community health
  • -
    authors own >50% of commits
  • 3,109
    Watchers

Responsiveness

  • <1h
    Median issue response
  • <1h
    Median PR merge time
  • 6
    Open issues
Repository files14 root entries
  • cuda-kernels
  • cuda-mode
    Good: A license file is present.
    Issue: Build artifacts or local files may be committed (cuda-mode/.DS_Store) (−40 pts).Fix: Remove them and add to .gitignore.
  • cutlass
    Good: CI is configured (cutlass/code/cutlass-notes/.github/workflows/auto-fix-code-style.yml).
    Good: Dependency manifest found (cutlass/code/cfx-article-src/cutlass_gemm/cutlass_gemm/setup.py).
  • deprecated
  • large-language-model
  • ml-engineering
  • papers
  • ptx-isa
  • pytorch
  • tools
  • triton
  • .gitignore
    Good: .gitignore present.
  • 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.
    Issue: No run or usage instructions found (−45 pts).Fix: Add a section showing how to start or use the project.
  • RESOURCES.md
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