🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation ia camel-ai
Python · active 2025-03-23 → 2026-07-30 (UTC)
Activity over time
Daily event counts in the loaded window
Line chart, 495 days from 2025-03-23 to 2026-07-30. Pushes: 90 total, peak 8 in a day. Pull requests: 51 total, peak 7 in a day. Issues: 95 total, peak 17 in a day. Comments: 166 total, peak 26 in a day. Stars: 2,603 total, peak 104 in a day.
- Pushes
- Pull requests
- Issues
- Comments
- Stars
Stars, PRs, issues and forks are under-captured in the later part of this window. GH Archive progressively stopped capturing non-push events during 2026 — −95% or worse by the end of the window. Every series here except Pushes fades for that reason, so a decline above reflects the archive, not this repository. Pushes stay reliable throughout, so read them, and the contributor counts derived from them, as the real signal. Data health has the measurements.
Top contributors
Pushes, PRs, issues, reviews and comments — stars and forks excluded, so this is contribution rather than popularity
| Contributor | Contributions | Pushes | PRs | Comments |
|---|---|---|---|---|
| Wendong-Fan | 151 | 42 | 16 | 51 |
| Aaron617 | 37 | 20 | 0 | 15 |
| Ralph-Zhou | 21 | 10 | 2 | 6 |
| fengju0213 | 20 | 9 | 2 | 6 |
| MuggleJinx | 9 | 0 | 0 | 5 |
| lightaime | 9 | 1 | 3 | 4 |
| Days-gone | 8 | 0 | 0 | 3 |
| 1sarthakbhardwaj | 7 | 0 | 2 | 4 |
| dbxxxxxx | 5 | 0 | 0 | 4 |
| yte121 | 5 | 0 | 4 | 0 |
| TedSIWEILIU | 4 | 0 | 2 | 1 |
| lucky1day | 4 | 0 | 0 | 3 |
| didier-durand | 4 | 0 | 0 | 4 |
| AdvancingEther | 4 | 0 | 0 | 4 |
| binary-husky | 4 | 0 | 0 | 4 |
| FFF6055 | 4 | 0 | 0 | 2 |
| neal-davis | 4 | 0 | 4 | 0 |
| fxnie | 3 | 0 | 0 | 2 |
| hphyhl | 3 | 0 | 0 | 1 |
| jiadong696 | 3 | 0 | 0 | 0 |
Recent activity
Latest issues, pull requests and releases
- Issue#609AgentWell2026-05-07 00:33[Dependency Alert] CVE-2026-35030 in litellm@1.72.6.post2 — fix: /home/user/clones/camel-ai__owl/community_usecase/stock-analysis/requirements.txt
- Issue#612AgentWell2026-05-06 20:35[Dependency Alert] CVE-2025-64712 in unstructured@0.16.20 — fix: /home/lord/.miniscanwell/clones/camel-ai__owl/community_usecase/stock-analysis/requirements.txt
- Pull request#604scenaristeur2026-04-12 08:22
- Issue#600haroldmalikfrimpong-ops2026-03-22 21:55Feature: AgentID for multi-agent workforce identity
- Pull request#599Ralph-Zhou2026-03-18 10:22
- Issue comment#595marlonbarreto-git2026-03-16 23:17Bug: arun_society() adds completion tokens to prompt counter — completion_token_count is always 0
- Issue comment#370prakersh2026-03-16 05:37[Bug] Limitation of set of marks
- Issue comment#591Ralph-Zhou2026-02-14 07:56Add Support for Claude-4.5-Sonnet & Gemini-3 in GAIA Workflow
- Issue comment#593lightaime2026-02-14 05:36Camel version update to 0.2.84
- Pull request#594zjrwtx2026-02-05 04:25
- Pull request#593Ralph-Zhou2026-01-28 15:17
- Issue#592VikasPahuja2026-01-24 20:34same chosen and rejected dpo data
- Issue#591Lemaqwq2026-01-23 15:11Add Support for Claude-4.5-Sonnet & Gemini-3 in GAIA Workflow
- Issue#550Ralph-Zhou2026-01-20 04:44GAIA答案泄露
- Issue comment#550Ralph-Zhou2026-01-20 04:44GAIA答案泄露
- Issue comment#435xiaoseqq2026-01-10 00:35ModuleNotFoundError: No module named 'owl'
- Issue comment#588xiaoseqq2025-12-06 22:18Ai Advisor
- Issue#588hamed100ai-sys2025-12-06 22:18Ai Advisor
- Issue#587xuyv0131-star2025-11-17 07:04Is it possible for someone to reproduce the pass@1 score of the code named "gaia69"?
- Issue#585Lu-Junwen2025-11-13 06:31Error: It looks like you are using Playwright Sync API inside the asyncio loop. Please use the Async API instead.
- Pull request#581yte1212025-08-29 23:39
- Pull request#580yte1212025-08-29 07:56
- Pull request#580yte1212025-08-29 07:43
- Pull request#579yte1212025-08-29 07:36
- Issue#578yte1212025-08-28 09:38Add the support for openrouter
Totals cover only the window loaded into ClickHouse and count events, not GitHub's lifetime totals — 2,603 stars here means stars gained during the window, not the repo's star count.