Agent Collaboration Protocol

SkillAI & models

Structured multi-agent collaboration for backend + frontend builds. Use when an orchestrator needs to coordinate a backend engineer and frontend engineer on the same feature. Triggered by multi-role build requests like "build a dashboard with an API and UI" or "create a full-stack feature" or any task requiring both backend (API, data, infra) and frontend (UI, templates, design) work.

Available today. Use it from your connected AI after setup.

Connect ahel once, and every AI you use reads what you have installed.

Then ask your AI: use the Agent Collaboration Protocol skill

What this skill tells your AI

The instructions your AI receives, as published by leoyeai/openclaw-master-skills in skills/agent-collaboration-protocol/SKILL.md and read by ahel’s review.

How It Works

Three roles collaborate through a shared workspace:

RoleResponsibility
OrchestratorDefines the contract, spawns both builders, verifies integration, merges
Backend EngineerWrites API code, data models, infrastructure
Frontend EngineerWrites UI components, templates, styles

The contract lives in shared/build-{YYYYMMDD}/. Both builders write to the same directory. The orchestrator inspects and merges when both are done.

Workflow

Step 1: Orchestrator Creates the Build Directory and Contract

shared/build-{YYYYMMDD}/
  SPEC.md          ← Integration contract
  backend/         ← Backend Engineer writes here
  frontend/        ← Frontend Engineer writes here
  integration.md   ← Both update as they work

Write SPEC.md with these sections:

# SPEC: {Feature Name}

## Contract
- API base path, auth scheme, content type
- Data models (all entities, fields, types, relationships)
- Endpoints (method, path, request/response shapes)
- Error format

## Routes
Backend Engineer implements these. Frontend Engineer consumes them.

## UI Components
Frontend Engineer builds these. Backend Engineer doesn't touch them.

## Success Criteria
Observable behavior. Not "tests pass" — "user can log in and see calendar."

Step 2: Orchestrator Spawns Agents

Spawn two subagents with sessions_spawn:

Backend Engineer:

task: >
  Implement the API spec in shared/build-{YYYYMMDD}/SPEC.md.
  Write all backend code to shared/build-{YYYYMMDD}/backend/.
  Update shared/build-{YYYYMMDD}/integration.md with progress.
  Use {backend framework} (FastAPI, Express, etc.).

Frontend Engineer:

task: >
  Implement the UI for the spec in shared/build-{YYYYMMDD}/SPEC.md.
  Write all frontend code to shared/build-{YYYYMMDD}/frontend/.
  Use the API contract in SPEC.md for your fetch calls.
  Update shared/build-{YYYYMMDD}/integration.md with progress.
  Use {frontend stack} (HTMX+Tailwind, React, etc.).

Set mode: "run" for one-shot completion.

Step 3: Both Build Simultaneously

Backend Engineer writes to shared/build-{YYYYMMDD}/backend/:

  • Router/handler code
  • Data models and schemas
  • Config and infrastructure files
  • Updates integration.md with progress and any blockers

Frontend Engineer writes to shared/build-{YYYYMMDD}/frontend/:

  • UI components / templates
  • Styles and layout
  • API client code
  • Updates integration.md with progress and any blockers

Step 4: Orchestrator Verifies and Merges

  1. Read integration.md from both agents
  2. Inspect files in backend/ and frontend/
  3. Verify API responses match UI expectations
  4. If mismatches found, send corrections to the responsible agent
  5. Move code to production paths
  6. Archive the build directory (or delete it)

Setup Script

Run once per project to initialize the collaboration structure:

scripts/init_collab.sh /path/to/project

Creates shared/ with template SPEC.md and .gitignore.

Reference Files

For deeper patterns and templates:

  • references/spec-template.md — Full SPEC.md template with examples
  • references/integration-log.md — integration.md status format
  • references/handoff-format.md — Task handoff message template

When Not to Use

  • Single-file changes (just do it directly)
  • Solo tasks that don't cross backend/frontend boundaries
  • Bug fixes that are purely backend or purely frontend
  • Tasks where one agent can handle both sides (use a single subagent instead)

Limitations

  • Requires the sessions_spawn tool (OpenClaw v1.0+)
  • Works best with model pairs that have complementary strengths (e.g., backend-specialized + frontend-specialized)
  • Not a replacement for a design system — frontend engineer should have access to design tokens separately

Signals

GitHub stars
2k
Forks
324
Last commit
Jul 2026
Advanced
Catalog kind
skill
Gateway key
agent-collaboration-protocol
Source
github.com/leoyeai/openclaw-master-skills