zefan-cai/r-kv
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A well-known project done right. Strong docs and solid engineering throughout.

Top 18% of 5,156 graded repos

[Neurips 2025] R-KV: Redundancy-aware KV Cache Compression for Reasoning Models

Documentation93
Engineering81
Health94
Python1,2031mo ago

Top fixes

Highest-impact changes first, ranked by point weight

6 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
    README12pt

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

  3. 3
    Reproducibility6pt

    Ensure .github/dependabot.yml lists 2+ package-ecosystem entries (e.g. your language plus github-actions).

  4. 4
    Contributing guide5pt

    Move the file to the repo root or docs/CONTRIBUTING.md so its setup, style, test, and PR sections can be graded.

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Scorecard

Every check, grouped by category and sorted worst-first

Documentation

93

Contributing guide5pt77

CONTRIBUTING guide found.

README12pt90

README is present.

Install and run instructions9pt100

README documents how to install the project.

License6pt100

A license file is present.

Engineering

81

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.

Tests18pt80

Test files detected (HuggingFace/evaluation/latex2sympy/tests).

Reproducibility6pt92

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

CI/CD14pt100

CI is configured (SGLang/sgl-kernel/3rdparty/cccl/.github/workflows/backport-prs.yml).

Issue and PR templates6pt100

Issue or PR templates present.

Project health

94

Housekeeping3pt60

.gitignore present.

Dependency manifest6pt100

Dependency manifest found (requirements.txt).

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)
  • 193
    Forks
  • 0
    Releases

Community

  • -
    Community health
  • -
    authors own >50% of commits
  • 1,203
    Watchers

Responsiveness

  • 33d 5h
    Median issue response
  • 4h
    Median PR merge time
  • 8
    Open issues
Repository files10 root entries
  • .history
  • FlashInfer
  • HuggingFace
    Good: A license file is present.
    Good: Test files detected (HuggingFace/evaluation/latex2sympy/tests).
    Good: .gitignore present.
  • rkv
  • SGLang
    Good: CONTRIBUTING guide found.
    Issue: CONTRIBUTING guide contents could not be read (−28 pts vs a readable file).Fix: Move the file to the repo root or docs/CONTRIBUTING.md so its setup, style, test, and PR sections can be graded.
    Good: Code of conduct present.
    Good: CI is configured (SGLang/sgl-kernel/3rdparty/cccl/.github/workflows/backport-prs.yml).
    Good: Environment pinned via SGLang/docker/Dockerfile.
    Good: Dependabot is configured. Dependencies update automatically.
    Good: Issue or PR templates present.
    Good: Security policy present.
  • vLLM
  • .DS_Store
    Issue: Build artifacts or local files may be committed (.DS_Store) (−40 pts).Fix: Remove them and add to .gitignore.
  • 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.
  • requirements.txt
    Good: Lockfile present (requirements.txt). Installs are reproducible.
    Good: Dependency manifest found (requirements.txt).
  • setup.py
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