lanyasheng

Openclaw Multiagent Framework — Development skill for Claude Code

Development community

OpenClaw multi-agent collaboration framework: protocol, templates, onboarding guides, and capability layers.

How to install Openclaw Multiagent Framework

This entry records only its repository, not the path inside it, so there is no exact command to give. Open lanyasheng/openclaw-multiagent-framework and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Openclaw Multiagent Framework does

OpenClaw multi-agent collaboration framework: protocol, templates, onboarding guides, and capability layers.

Alternatives in Development

Codexmcp — Enable seamless collaboration between Claude Code and Codex, transforming from a single agent to multiple agen 2k ★
Agent Bridge — A local bridge for bidirectional collaboration between Claude Code and Codex 312 ★
Lab Skills — Skills distilled from the Lab's real work and collaboration practices 309 ★

README

OpenClaw Multi-Agent Collaboration Framework

A battle-tested multi-agent collaboration protocol and architecture for OpenClaw. Solves unreliable ACP communication, agent task-registration amnesia, and ambiguous timeout semantics with a zero-config plugin system. Includes a lightweight subagent + Claude Code CLI runner as a stable ACP alternative.

[中文版 (Chinese README)](README_CN.md)

**Version**: 2026-03-16-v10 | **License**: MIT | **Status**: Production Ready

Quick Summary: Communication Model at a Glance

┌─────────────────────────────────────────────────────────────────────────────┐
│                    ONE-SCREEN COMMUNICATION SUMMARY                         │
├─────────────────────────────────────────────────────────────────────────────┤
│                                                                             │
│  ┌─────────┐     sessions_spawn()      ┌─────────────┐                     │
│  │  User   │──────────────────────────▶│  Worker     │                     │
│  │(Zoe/Main)│◀─────────────────────────│  Session(s) │                     │
│  └────┬────┘     task-log.jsonl        └─────────────┘                     │
│       │                                                                     │
│       │  • Sessions are ISOLATED by default                                 │
│       │  • Context sharing requires EXPLICIT mechanism                      │
│       │    (prompt / artifact / resume / external state)                    │
│       │                                                                     │
│       ▼                                                                     │
│  ┌───────────────┐                                                          │
│  │  sessions_send │  ← Continue existing session (not spawn new)           │
│  └───────────────┘                                                          │
│                                                                             │
│  KEY RULE: Agent ≠ Session ≠ Th