# HKUDS/ClawTeam

"ClawTeam: Agent Swarm Intelligence" (One Command → Full Automation)

Repository: https://github.com/HKUDS/ClawTeam
Canonical: https://ross.abutalabs.com/products/clawteam
Language: Python
License: MIT
License Family: permissive
Last push: 2026-05-09T07:25:56+00:00

## Health v2 (maintenance only)
Score: 65/100 (v2, computed 2026-09-02T17:46:02.011165+00:00)
- activity 81, release rhythm 76, longevity 12
- inputs: {"age_days": 169, "days_push": 116, "days_rel": 163, "gap_med": 5, "n_releases_24m": 2}
- flags: young
- formula: round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10)

## Adoption (not part of the score)
Stars 5518, forks 758 (observed 2026-08-28T04:09:21.855371+00:00)

## What it is
ClawTeam is a framework-agnostic Python CLI that orchestrates swarms of AI coding agents (Claude Code, Codex, Cursor, and any CLI agent) to delegate tasks and collaborate toward a single goal. It supports file- and ZeroMQ-based P2P transport, team templates, multi-user workflows, and a Web UI.

## Use cases
- orchestrate multiple AI agents to work on one project
- run automated ML experiments with agent swarms
- delegate coding tasks across Claude Code and Codex agents
- coordinate a team of CLI agents with one command
- automate AI research and hypothesis validation
- set up multi-agent workflows with team templates

## When to choose
- you already use CLI agents like Claude Code or Codex and want them to collaborate
- you want one-command automation of multi-agent task delegation
- you need framework-agnostic agent coordination without locking into a vendor
- you want P2P agent communication and team templates out of the box

## When to avoid
- you need a single-agent assistant rather than multi-agent orchestration
- you require a mature, battle-tested framework for production-critical pipelines
- you want a GUI-first experience rather than a CLI-driven workflow
- your agents are not runnable from a command line

## Facets
- artifact type: cli-tool
- maturity: active
- function: agent-framework, cli, workflow-automation, llm-inference
- domain: large-language-models, developer-tools
- platform: python, cli, cross-platform
- tags: multi-agent, swarm-intelligence, agent-orchestration, claude-code, codex, p2p-transport, task-delegation, ai-agents, automation, command-line

## Member repositories
- HKUDS/ClawTeam (main) score 65

## Provenance
- Observed fields: from GitHub, fetched 2026-08-28T04:09:21.855371+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 2026-08-29T17:55:47.698165+00:00, confidence not recorded.
  - readme: https://github.com/HKUDS/ClawTeam (fetched 2026-08-28T04:09:21.855371+00:00, sha 8f46afd01c8b)
  - registry_pypi: https://pypi.org/pypi/clawteam/json (fetched 2026-08-29T08:51:10.401344+00:00, sha 454a2862563a)
- Data as of 2026-08-30T08:39:29.467469+00:00.