Overview
- Skill Key
- hakityc/multi-agent-protocol
- Author
- lebo
- Source Repo
- openclaw/skills
- Version
- 1.0.0
- Source Path
- skills/hakityc/multi-agent-protocol
- Latest Commit SHA
- b32010580dc9d8c6749203373de3cf96b5a5e8cc
Production protocol for multi-agent collaboration in OpenClaw. Combines Spec-First task definition, two-stage review (Spec + Quality), beads dependency graph as task bus, blackboard.json for direct inter-agent communication, Circuit Breaker retry strategy, and git worktree isolation for parallel implementation. Use when orchestrating 2+ sub-agents on complex tasks requiring coordination, quality gates, and fault tolerance.
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直接复制以下提示词,发送给你的 AI 助手即可完成安装。
请先检查是否已安装 SkillHub 商店,若未安装,请根据 https://skillhub-1388575217.cos.ap-guangzhou.myqcloud.com/install/skillhub.md 安装 SkillHub 商店,然后安装 multi-agent-protocol 技能。 若已安装,则直接安装 multi-agent-protocol 技能。
# Multi-Agent Collaboration Protocol
Production playbook for orchestrating multiple sub-agents in OpenClaw with structured task
flow, quality gates, inter-agent communication, and automatic fault recovery.
Synthesized from community research: `subagent-driven-development`, `beads`, `swarm-self-heal`,
`agent-team-orchestration`, and `http-retry-circuit-breaker` patterns.
---
## When to Use
Use this skill when:
- Spawning 2+ sub-agents on a complex task
- Tasks have dependencies between agents
- Quality matters (not just "done", but "correct and well-built")
- You need fault tolerance without manual intervention
- Multiple agents need to share state without going through the orchestrator
**Don't use for:**
- Single-agent tasks (unnecessary overhead)
- One-off spawns with no handoff
- Simple question delegation
---
## Core Principles
1. **Spec-First** — No spawning without a spec file. No spec = no work starts.
2. **Two-Stage Review** — Every implementation goes through Spec Review, then Quality Review.
3. **Serial Implementation** — Only one Implementer runs at a time. Parallel = research/analysis only.
4. **Blackboard Communication** — Agents read/write a shared file directly. Orchestrator is not a relay.
5. **Circuit Breaker** — Failures have a ceiling. After threshold → alert human, don't loop forever.
6. **Fixed sessionKeys** — Same role = same sessionKey = agent memory persists across spawns.
---
## Directory Layout
```
{project-root}/
.beads/ ← beads task graph (git-tracked, auto-managed)
specs/
{task-id}.md ← Task spec (MUST exist before spawning Implementer)
shared/
blackboard.json ← Live state bus (any agent reads/writes directly)
artifacts/
{role}/ ← Each agent's output artifacts
```
---
## Task Lifecycle
```
Write Spec → bd create → bd ready → Claim → Implement → Self-Review
→ Spec Review → Quality Review → bd close → bd sync
```
---
## Step 1 — Write the Spec
Before spawning anythin...
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