# camel-ai/owl

🦉 OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation

Repository: https://github.com/camel-ai/owl
Canonical: https://ross.abutalabs.com/products/owl
Language: Python
License Family: other
Topics: agent, artificial-intelligence, multi-agent-systems, task-automation, web-interaction
Last push: 2026-08-14T17:34:50+00:00

## Health v2 (maintenance only)
Score: 64/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 97, release rhythm 35, longevity 39
- inputs: {"age_days": 548, "days_push": 19, "days_rel": null, "gap_med": null, "n_releases_24m": 0}
- flags: no_releases, no_license
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 20104, forks 2298 (observed 2026-08-28T04:11:29.672401+00:00)

## What it is
OWL is a multi-agent collaboration framework built on the CAMEL-AI framework for automating real-world tasks through dynamic agent interactions. It ranks #1 among open-source frameworks on the GAIA benchmark with a 69.09 average score.

## Use cases
- automate real-world tasks with multiple collaborating ai agents
- build multi-agent workflows for task automation
- have agents browse and interact with the web
- run a general-purpose ai assistant framework
- benchmark agent frameworks on gaia

## When to choose
- you need a multi-agent framework for complex real-world task automation
- you want web interaction capabilities built into your agent pipeline
- you are already using or want to build on the CAMEL-AI ecosystem

## When to avoid
- you need a simple single-agent chatbot
- you require a permissive license - the repo shows no license
- you want a lightweight agent framework with minimal dependencies

## Facets
- artifact type: framework
- maturity: active
- function: agent-framework, workflow-automation, web-scraping, llm-inference
- domain: artificial-intelligence, large-language-models
- platform: python, cross-platform
- tags: multi-agent-systems, task-automation, camel-ai, gaia-benchmark, web-interaction, ai-agents, automation, docker

## Member repositories
- camel-ai/owl (main) score 64

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:11:29.672401+00:00.
- Health v2: computed from the inputs above; adoption is never an input.
- Inferred fields (summary, facets, guidance): AI-extracted, prompt v1, taxonomy v1, on 2026-08-29T16:59:21.189019+00:00, confidence not recorded.
  - readme: https://github.com/camel-ai/owl (fetched 2026-08-28T04:11:29.672401+00:00, sha 3a2f463302a6)
- Data as of 2026-08-30T08:39:29.467469+00:00.