多代理三层架构（内建持久代理 + agent-to-agent + A2A）
针对‘单代理上下文过载、跨任务协作困难’场景，社区给出可落地分层方案：先用 OpenClaw 内建多代理，再按需扩展 A2A 编排。
REDDITDiscovered 2026-02-12Author u/kevinlu310
Prerequisites
- You can edit agent list/bindings config and restart gateway.
- At least one channel binding is active (Telegram/Discord/etc.).
Steps
- Define 2-3 persistent specialist agents (e.g., researcher/coder/writer) with isolated workspaces.
- Bind chats/channels to correct agent using bindings by channel/account/guild.
- Enable agentToAgent allowlist and test sessions_send ping-pong between specialists.
- For complex orchestration, wrap selected agents behind A2A adapter and add external supervisor.
- Start with built-in mode first; only add external orchestration after baseline stability.
Commands
openclaw gateway statusopenclaw gateway restartopenclaw helpVerify
Each channel consistently routes to intended specialist, and cross-agent delegation returns results without manual context copy.
Caveats
- A2A adapter is third-party and deployment details depend on your Python/runtime stack（需验证）.
- Cross-agent permission boundaries must be explicit to avoid privilege bleed.
Source attribution
This tip is aggregated from community/public sources and preserved with attribution.
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