0
/ 100
Getting some notice. Tests and CI would be the fastest wins.
A collection of AGENTS.md configurations, skills, and prompts tailored for Data Scientists to maximize productivity with AI coding assistants.
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 (81).
See your top fixesTop fixes
Highest-impact changes first, ranked by point weight
- 1CI/CD14pt
Add a step like `run: npm test`, `run: pytest`, or `run: tox` to your workflow file.
- 2CI/CD14pt
Add a lint step to catch style issues automatically.
- 3CI/CD14pt
Add `tsc --noEmit`, `mypy`, or `cargo check` to catch type errors before they merge.
- 4CI/CD14pt
Upload coverage to Codecov, Coveralls, or report it with `--coverage` flags.
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
42
No license detected.
→ Add a LICENSE file. Without one, nobody can legally use, copy, or contribute to your code.
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.
No install instructions found in the README (−45 pts).
→ Add a section showing how to install dependencies.
README is present.
Engineering
73
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 is configured (.github/workflows/ci.yml).
Lockfile present (uv.lock). Installs are reproducible.
Test files detected (tests).
Linter or formatter configured ([tool.ruff] / [tool.black] in pyproject.toml).
Project health
96
Dependency manifest found (pyproject.toml).
Repository has a description.
Actively maintained (pushed within the last month).
.gitignore present.
Repository health signals
Activity, community, and responsiveness at scan time
Activity
- -Commits (30d / 90d)
- 6Forks
- 0Releases
Community
- -Community health
- -authors own >50% of commits
- 58Watchers
Responsiveness
- -Median issue response
- -Median PR merge time
- 0Open issues
Repository files17 root entries
- .claude
- .githubGood: CI is configured (.github/workflows/ci.yml).
- data
- docs
- notebooks
- outputs
- scripts
- src
- testsGood: Test files detected (tests).
- .env.example
- .gitignoreGood: .gitignore present.
- .python-versionGood: Environment pinned via .python-version.
- AGENTS.md
- CLAUDE.md
- pyproject.tomlGood: Dependency manifest found (pyproject.toml).
- README.mdGood: README is present.Good: README is well structured with multiple sections.Issue: No screenshots or images in the README (−20 pts).Fix: Add a GIF, screenshot, or logo image. It is the fastest way to show what your project does.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.Issue: No install instructions found in the README (−45 pts).Fix: Add a section showing how to install dependencies.Good: README documents how to run the project.
- uv.lockGood: Lockfile present (uv.lock). Installs are reproducible.
Add this badge to your README
It updates automatically each time the repo is re-graded.
[](https://www.repo-grade.com/report/atsushi-green/ds-ai-coding-skills)