61
/ 100
Strong community interest, but tests, CI, or docs need work.
Unified KV Cache Compression Methods for Auto-Regressive Models
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 B (80).
See your top fixesTop fixes
Highest-impact changes first, ranked by point weight
- 1Tests18pt
Wire your tests to a documented command (e.g. a test script in your build config) so the suite is reproducible.
- 2CI/CD14pt
If your CI lives elsewhere (a private repo that builds this one) or this project is itself a CI/CD tool, mark this check Not Applicable. Otherwise add a GitHub Actions workflow that runs tests on each push. It takes 15 minutes and reassures contributors their changes won't break things.
- 3README12pt
Add CI/build status badges from shields.io or your CI provider to signal project health.
- 4Install and run instructions9pt
Add a .env.example listing all required environment variables so contributors know what to set up.
Working through the fixes? Let every push regrade itself.
The free GitHub App rescans this repo on every push and posts the grade as a commit check, so the score climbs without coming back to rescan by hand.
Scorecard
Every check, grouped by category and sorted worst-first
Documentation
78
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.
README is present.
README documents how to install the project.
Licensed under MIT.
Engineering
38
No CI configuration detected in this repository.
→ If your CI lives elsewhere (a private repo that builds this one) or this project is itself a CI/CD tool, mark this check Not Applicable. Otherwise add a GitHub Actions workflow that runs tests on each push. It takes 15 minutes and reassures contributors their changes won't break things.
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.
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.
Lockfile present (requirements.txt). Installs are reproducible.
Test files detected (tests).
Project health
94
.gitignore present.
Dependency manifest found (requirements.txt).
Repository has a description.
Actively maintained (pushed within the last month).
Repository health signals
Activity, community, and responsiveness at scan time
Activity
- 21 / 21Commits (30d / 90d)
- 174Forks
- 0Releases
Community
- 42% - WeakCommunity health
- 2 bus factorauthors own >50% of commits
- 1,349Watchers
Responsiveness
- 3hMedian issue response
- 1d 24hMedian PR merge time
- 2Open issues
Repository files21 root entries
- assets
- csrc
- data
- docs
- examples
- figs
- pyramidkv
- scripts
- testsGood: Test files detected (tests).
- .DS_StoreIssue: Build artifacts or local files may be committed (.DS_Store) (−40 pts).Fix: Remove them and add to .gitignore.
- .gitignoreGood: .gitignore present.
- eval_ruler.py
- eval.py
- LICENSEGood: Licensed under MIT.
- metrics.py
- README_zh.mdGood: 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.
- README.md
- requirements.txtGood: Lockfile present (requirements.txt). Installs are reproducible.Good: Dependency manifest found (requirements.txt).
- run_longbench.py
- run_needle_in_haystack.py
- run_ruler.py
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