Agent Collaboration Protocol
SkillAI & modelsStructured 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.
No other account needed.
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:
| Role | Responsibility |
|---|---|
| Orchestrator | Defines the contract, spawns both builders, verifies integration, merges |
| Backend Engineer | Writes API code, data models, infrastructure |
| Frontend Engineer | Writes 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.mdwith progress and any blockers
Frontend Engineer writes to shared/build-{YYYYMMDD}/frontend/:
- UI components / templates
- Styles and layout
- API client code
- Updates
integration.mdwith progress and any blockers
Step 4: Orchestrator Verifies and Merges
- Read
integration.mdfrom both agents - Inspect files in
backend/andfrontend/ - Verify API responses match UI expectations
- If mismatches found, send corrections to the responsible agent
- Move code to production paths
- 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 examplesreferences/integration-log.md— integration.md status formatreferences/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_spawntool (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