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---
license: mit
language:
- en
- zh
- ja
- ko
pretty_name: Agent Workflow Playbook
tags:
- agent-design
- agent-framework
- agentic-ai
- ai-agent
- automation
- clawhub
- developer-tools
- distribution
- marketplace
- multi-agent
- orchestration
- plugin
- plugin-marketing
- skill-architecture
- workflow
size_categories:
- n<1K
task_categories:
- text-generation
---
# Agent Workflow Playbook
> AI Agent Workflow & Skill Architecture Guide — Design patterns for building autonomous AI agent systems, plugin marketplaces, and multi-agent orchestration....
## 📦 Install on ClawHub
```bash
clawhub install agent-workflow-playbook
```
Then ask your AI agent:
> "Design an autonomous AI agent workflow for our customer support"
Installs the full **Agent Workflow Playbook** playbook — battle-tested with 30+ Product Hunt #1 wins, AFFiNE 60K+ GitHub stars, and 150+ AI startup consultations.
🔗 [View on ClawHub](https://clawhub.ai/gingiris/agent-workflow-playbook) · [All Gingiris skills](https://clawhub.ai/user/gingiris) · [Author blog](https://gingiris.tools)
## 🚀 30-Second Preview
```
You: Design an autonomous AI agent workflow for our customer support
Agent (with agent-workflow-playbook):
Stage 1: intent classification (ticket → category, confidence threshold ≥0.85)
Stage 2: knowledge retrieval (semantic search over docs + past tickets)
Stage 3: response draft (humans review for high-stakes categories)
Stage 4: feedback loop (every escalation re-trains the classifier weekly)
```
Concrete framework, real case studies, decision rules — not generic advice.
---
## 📚 Full Playbook
---
name: agent-workflow-playbook
description: |
AI Agent Workflow & Skill Architecture Guide — Design patterns for building autonomous AI agent systems, plugin marketplaces, and multi-agent orchestration. Battle-tested framework from shipping 200+ skills on ClawHub. By @WeiYipei.
---
# AI Agent Workflow Playbook — Skill Architecture & Plugin Marketing
> 🌍 **Language / 语言**: [中文](#中文版) | [English](references/en/README.md) | [日本語](references/ja/README.md) | [한국어](references/ko/README.md)
## 📦 Install
```bash
clawhub install agent-workflow-playbook
```
**What you get after installing:**
- End-to-end AI agent workflow design patterns
- Multi-agent orchestration frameworks (sequential, parallel, hierarchical)
- Production deployment checklist for agent systems
---
Complete guide for designing AI agent automation systems. Covers skill/plugin architecture, multi-agent coordination patterns, marketplace distribution strategies, and workflow orchestration best practices.
## What You'll Learn
- Skill architecture patterns (single-purpose vs. orchestrator agents)
- Plugin marketplace SEO and distribution
- Multi-agent workflow design (sequential, parallel, hierarchical)
- Agent-to-agent communication protocols
- Monetization strategies for AI agent skills
## Who This Is For
- AI developers building agent systems
- Teams publishing skills/plugins to marketplaces
- Product managers designing agent-native products
Built by Gingiris — shipped 200+ skills, 10k+ installs across ClawHub.
---
*Part of the [Gingiris growth skills suite](https://clawhub.ai/user/gingiris) — battle-tested operational playbooks for AI startups. Author: Iris (生姜iris), ex-AFFiNE COO, Forbes Asia 30 Under 30.*