A well-known project done right. Strong docs and solid engineering throughout.
[ACL 2026] OxyGent: Making Multi-Agent Systems Modular, Observable, and Evolvable via Oxy Abstraction https://arxiv.org/abs/2604.25602
Documentation
99
Contributing guide is too short for full depth credit (−6 pts). 400+ words earns the full +12 pts.
→ Add setup instructions, code style notes, and how to run tests.
README is present.
README documents how to install the project.
Licensed under Other.
Engineering
89
Lockfile present (requirements.txt). Installs are reproducible.
Test files detected (pytest.ini).
CI is configured (.github/workflows/ci.yml).
Linter or formatter configured (applications/oxybank/web/eslint.config.js).
Issue or PR templates present.
Project health
100
Dependency manifest found (requirements.txt).
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)
- 269Forks
- 0Releases
Community
- —Community health
- —authors own >50% of commits
- 1,972Watchers
Responsiveness
- <1hMedian issue response
- 3d 10hMedian PR merge time
- 26Open issues
Repository files24 root entries
- .githubGood: CI is configured (.github/workflows/ci.yml).Good: Issue or PR templates present.
- applicationsGood: Linter or formatter configured (applications/oxybank/web/eslint.config.js).
- docs
- examples
- function_hubs
- mcp_servers
- oxygent
- skills
- tests
- .gitattributes
- .gitignoreGood: .gitignore present.
- CHANGELOG_zh.md
- CHANGELOG.md
- config.json
- CONTRIBUTING_zh.md
- CONTRIBUTING.mdIssue: Contributing guide is too short for full depth credit (−6 pts). 400+ words earns the full +12 pts.Fix: Add setup instructions, code style notes, and how to run tests.Good: Contributing guide includes setup/install instructions.Good: Contributing guide describes code style expectations.Good: Contributing guide explains how to run tests.Good: Contributing guide describes the PR/review workflow.Good: Contributing guide includes code examples.
- demo.py
- LICENSEGood: Licensed under Other.
- NOTICE_Third_Party.md
- pytest.iniGood: Test files detected (pytest.ini).
- 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.Good: README includes status badges.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).
- SECURITY.mdGood: Security policy present.