1catai/1cat-vllm
Grade a repo

88

/ 100

GradeA

Excellent work. The main thing left to polish is CI.

Top 10% of 5,156 graded repos

V100 / SM70-focused vLLM engineering fork for modern LLM inference.

Documentation86
Engineering92
Health100
Python1,450Apache-2.05d ago

Top fixes

Highest-impact changes first, ranked by point weight

10 to address
  1. 1
    CI/CD14pt

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

  2. 2
    CI/CD14pt

    Upload coverage to Codecov, Coveralls, or report it with `--coverage` flags.

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

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

86

Contributing guide5pt52

CONTRIBUTING guide is very brief (−12 pts for depth). 150+ words earns +6 pts; 400+ earns +12 pts.

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

README12pt90

README is present.

Install and run instructions9pt90

README documents how to install the project.

License6pt100

Licensed under Apache-2.0.

Engineering

92

CI/CD14pt72

CI is configured (.github/workflows/macos-smoke-test.yml).

Tests18pt100

Test files detected (.buildkite/lm-eval-harness/conftest.py).

Linting and formatting5pt100

Linter or formatter configured (rust/rustfmt.toml).

Reproducibility6pt100

Lockfile present (benchmarks/kernels/requirements.txt). Installs are reproducible.

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

  • 224 / 3939
    Commits (30d / 90d)
  • 277
    Forks
  • 10
    Releaseslatest 1mo ago

Community

  • 100% - Good
    Community health
  • 4 bus factor
    authors own >50% of commits
  • 1,450
    Watchers

Responsiveness

  • 1d 4h
    Median issue response
  • -
    Median PR merge time
  • 205
    Open issues
Repository files49 root entries
  • .buildkite
    Good: Test files detected (.buildkite/lm-eval-harness/conftest.py).
  • .gemini
  • .github
    Good: CI is configured (.github/workflows/macos-smoke-test.yml).
    Good: Dependabot covers 2 ecosystems (github-actions, pip). Dependencies stay current.
    Good: Issue or PR templates present.
  • assets
  • benchmarks
    Good: Lockfile present (benchmarks/kernels/requirements.txt). Installs are reproducible.
  • cmake
  • csrc
  • docker
    Good: Environment pinned via docker/Dockerfile.
  • docs
  • examples
  • flash_qla
  • flash-attention-v100
  • flashinfer-sm70
  • requirements
  • rust
    Good: Linter or formatter configured (rust/rustfmt.toml).
  • scripts
  • tests
  • tools
  • vllm
  • .clang-format
  • .coveragerc
  • .dockerignore
  • .git-blame-ignore-revs
  • .gitignore
    Good: .gitignore present.
  • .markdownlint.yaml
  • .pre-commit-config.yaml
  • .readthedocs.yaml
  • .shellcheckrc
  • .yapfignore
  • AGENTS.md
  • build_rust.sh
  • CLAUDE.md
  • CMakeLists.txt
  • CODE_OF_CONDUCT.md
    Good: Code of conduct present.
  • codecov.yml
  • CONTRIBUTING.md
    Issue: CONTRIBUTING guide is very brief (−12 pts for depth). 150+ words earns +6 pts; 400+ earns +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.
    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).
    Issue: Contributing guide lacks a PR workflow section (−8 pts).Fix: Explain how to fork, branch, and open a pull request so contributors know what to expect.
    Issue: Contributing guide has no code examples (−5 pts).Fix: Add code blocks showing example commands for setup, running tests, and submitting a PR.
  • DCO
  • LICENSE
    Good: Licensed under Apache-2.0.
  • MANIFEST.in
  • mkdocs.yaml
  • 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.
    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.
    Good: README documents how to install the project.
    Good: README documents how to run the project.
  • RELEASE.md
  • rust-toolchain.toml
  • SECURITY.md
    Good: Security policy present.
  • setup.py
  • SM70_FLASH_V100_QUALITY_EXPERIMENT_LOG_20260615.md
  • SM70_MTP_OUTPUT_QUALITY_AUDIT_20260616.md
  • use_existing_torch.py
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