rocm/aiter
Grade a repo

70

/ 100

GradeC

Good shape overall. A few tweaks would push it into the top tier.

Top 46% of 5,156 graded repos

AI Tensor Engine for ROCm

Documentation82
Engineering55
Health88
Python474MIT1mo ago

Top fixes

Highest-impact changes first, ranked by point weight

17 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

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

55

Linting and formatting5pt0

No linter or formatter configured.

→ Add [tool.ruff] to pyproject.toml. Ruff handles linting and formatting in one tool and replaces flake8, isort, and black.

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/test-network.yaml).

Tests18pt80

Test files detected (aiter/aot/test).

Reproducibility6pt80

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

Project health

88

Dependency manifest6pt62

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

  • 267 / 771
    Commits (30d / 90d)
  • 379
    Forks
  • 26
    Releaseslatest 3mo ago

Community

  • 50% - Fair
    Community health
  • 11 bus factor
    authors own >50% of commits
  • 474
    Watchers

Responsiveness

  • 11h
    Median issue response
  • <1h
    Median PR merge time
  • 566
    Open issues
Repository files28 root entries
  • .claude
  • .githooks
  • .github
    Good: CI is configured (.github/workflows/test-network.yaml).
  • 3rdparty
  • aiter
    Good: Test files detected (aiter/aot/test).
  • aiter_logs
  • csrc
  • docs
    Good: Environment pinned via docs/examples/isa_optimization/Dockerfile.
  • gradlib
  • hsa
  • op_tests
  • scripts
  • .clang-format
  • .clang-tidy
  • .gitattributes
  • .gitignore
    Good: .gitignore present.
  • .gitmodules
  • CONTRIBUTE.md
  • LICENSE
    Good: Licensed under MIT.
  • MANIFEST.in
  • pr-body.md
  • 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.
  • REPO_CLEANUP_PLAN.md
  • requirements-triton-comms.txt
  • requirements.txt
    Good: Lockfile present (requirements.txt). Installs are reproducible.
  • setup.py
  • split-tests-update-summary.md
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