A well-known project done right. Strong docs and solid engineering throughout.
VeOmni: Scaling Any Modality Model Training with Model-Centric Distributed Recipe Zoo
Documentation
93
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.
README is present.
Licensed under Apache-2.0.
Engineering
88
Lockfile present (uv.lock). Installs are reproducible.
CI is configured (.github/workflows/check_doc_task_paths.yml).
Test files detected (tests).
Linter or formatter configured ([tool.ruff] / [tool.black] in pyproject.toml).
Issue or PR templates present.
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)
- 215Forks
- 16Releaseslatest 2mo ago
Community
- —Community health
- —authors own >50% of commits
- 2,035Watchers
Responsiveness
- 8d 23hMedian issue response
- <1hMedian PR merge time
- 102Open issues
Repository files27 root entries
- .agents
- .cursor
- .gemini
- .githubGood: CI is configured (.github/workflows/check_doc_task_paths.yml).Good: Issue or PR templates present.
- configs
- docker
- docs
- patchgen-pkg
- scripts
- tasks
- testsGood: Test files detected (tests).
- veomni
- .env.local
- .gitignoreGood: .gitignore present.
- .pre-commit-config.yaml
- .readthedocs.yaml
- AGENTS.md
- build.sh
- CLAUDE.md
- CONTRIBUTING.mdIssue: 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.Good: Contributing guide includes setup/install instructions.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).Good: Contributing guide describes the PR/review workflow.Good: Contributing guide includes code examples.
- LICENSEGood: Licensed under Apache-2.0.
- logfile
- Makefile
- pyproject.tomlGood: Dependency manifest found (pyproject.toml).
- README.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.Good: README includes status badges.Good: README documents how to install the project.Good: README documents how to run the project.
- train.sh
- uv.lockGood: Lockfile present (uv.lock). Installs are reproducible.