Popular for its size, but the engineering basics lag behind the interest.
Oracle Cloud Infrastructure SDK for Python
Documentation
66
README is present.
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.
README documents how to install the project.
Licensed under Other.
Engineering
43
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 configured.
→ Add [tool.ruff] to pyproject.toml. Ruff handles linting and formatting in one tool and replaces flake8, isort, and black.
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 (src/oci/ai_language/models/test_and_validation_dataset_strategy.py).
Project health
100
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)
- 319Forks
- 389Releaseslatest 8y ago
Community
- —Community health
- —authors own >50% of commits
- 473Watchers
Responsiveness
- 10hMedian issue response
- <1hMedian PR merge time
- 93Open issues
Repository files23 root entries
- docs
- examplesGood: Environment pinned via examples/Resource_Principle_v2.2_Functions_example/Dockerfile.
- scripts
- srcGood: Test files detected (src/oci/ai_language/models/test_and_validation_dataset_strategy.py).
- tests
- .gitignoreGood: .gitignore present.
- .readthedocs.yml
- CHANGELOG.rst
- CONTRIBUTING.rstIssue: 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.
- LICENSE.txtGood: Licensed under Other.
- MANIFEST.in
- NOTICE.txt
- pyproject.tomlGood: Dependency manifest found (pyproject.toml).
- README-development.rstGood: README is present.Issue: README has little structure (−15 pts). Add 2-3 headings for +8 pts; 4+ earns +15 pts.Fix: Break it into sections (Overview, Install, Usage, Contributing) using Markdown headings.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.Issue: README has no code examples (−15 pts).Fix: Show a quick-start snippet so contributors can see what using your project looks like.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.rst
- requirements.txtGood: Lockfile present (requirements.txt). Installs are reproducible.
- SECURITY.mdGood: Security policy present.
- setup.cfg
- setup.py
- THIRD_PARTY_LICENSES_DEV.txt
- THIRD_PARTY_LICENSES.txt
- tox.ini
- wercker.yml