wehub-resource-sync
504 lines
22 KiB
Markdown
504 lines
22 KiB
Markdown
<h1 align="center">⚔️ Edict · Multi-Agent Orchestration</h1>
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<p align="center">
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<strong>I modeled an AI multi-agent system after China's 1,300-year-old imperial governance.<br>Turns out, ancient bureaucracy understood separation of powers better than modern AI frameworks.</strong>
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</p>
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<p align="center">
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<sub>12 AI agents (11 business roles + 1 compatibility role) form the Three Departments & Six Ministries: Crown Prince triages, Planning proposes, Review vetoes, Dispatch assigns, Ministries execute.<br>Built-in <b>institutional review gates</b> that CrewAI doesn't have. A <b>real-time dashboard</b> that AutoGen doesn't have.</sub>
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</p>
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<p align="center">
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<a href="#-demo">🎬 Demo</a> ·
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<a href="#-quick-start">🚀 Quick Start</a> ·
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<a href="#-architecture">🏛️ Architecture</a> ·
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<a href="#-features">📋 Features</a> ·
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<a href="README.md">中文</a> ·
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<a href="README_JA.md">日本語</a> ·
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<a href="CONTRIBUTING.md">Contributing</a>
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</p>
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<p align="center">
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<img src="https://img.shields.io/badge/OpenClaw-Required-blue?style=flat-square" alt="OpenClaw">
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<img src="https://img.shields.io/badge/Python-3.9+-3776AB?style=flat-square&logo=python&logoColor=white" alt="Python">
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<img src="https://img.shields.io/badge/Agents-12_Specialized-8B5CF6?style=flat-square" alt="Agents">
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<img src="https://img.shields.io/badge/Dashboard-Real--time-F59E0B?style=flat-square" alt="Dashboard">
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<img src="https://img.shields.io/badge/License-MIT-22C55E?style=flat-square" alt="License">
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<img src="https://img.shields.io/badge/Zero_Deps-stdlib_only-EC4899?style=flat-square" alt="Zero Dependencies">
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</p>
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<p align="center">
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<img src="https://img.shields.io/badge/WeChat-cft0808-07C160?style=for-the-badge&logo=wechat&logoColor=white" alt="WeChat">
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</p>
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---
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## 🎬 Demo
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<p align="center">
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<video src="docs/Agent_video_Pippit_20260225121727.mp4" width="100%" autoplay muted loop playsinline controls>
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Your browser does not support video playback. See the GIF below or <a href="docs/Agent_video_Pippit_20260225121727.mp4">download the video</a>.
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</video>
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<br>
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<sub>🎥 Full demo: AI Multi-Agent collaboration with Three Departments & Six Ministries</sub>
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</p>
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<details>
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<summary>📸 GIF Preview (loads faster)</summary>
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<p align="center">
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<img src="docs/demo.gif" alt="Edict Demo" width="100%">
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<br>
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<sub>Issue edict → Crown Prince triage → Planning → Review → Ministries execute → Report back (30s)</sub>
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</p>
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</details>
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> 🐳 **No OpenClaw?** Run `docker run -p 7891:7891 cft0808/edict` to try the full dashboard with simulated data.
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---
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## 💡 The Idea
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Most multi-agent frameworks let AI agents talk freely, producing opaque results you can't audit or intervene in. **Edict** takes a radically different approach — borrowing the governance system that ran China for 1,400 years:
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```
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You (Emperor) → Crown Prince (Triage) → Planning Dept → Review Dept → Dispatch Dept → 6 Ministries → Report Back
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皇上 太子 中书省 门下省 尚书省 六部 回奏
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```
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This isn't a cute metaphor. It's **real separation of powers** for AI:
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- **Crown Prince (太子)** triages messages — casual chat gets auto-replied, real commands become tasks
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- **Planning (中书省)** breaks your command into actionable sub-tasks
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- **Review (门下省)** audits the plan — can reject and force re-planning
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- **Dispatch (尚书省)** assigns approved tasks to specialist ministries
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- **7 Ministries** execute in parallel, each with distinct expertise
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- **Data sanitization** auto-strips file paths, metadata, and junk from task titles
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- Everything flows through a **real-time dashboard** you can monitor and intervene
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---
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## 🤔 Why Edict?
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> **"Instead of one AI doing everything wrong, 9 specialized agents check each other's work."**
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| | CrewAI | MetaGPT | AutoGen | **Edict** |
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|---|:---:|:---:|:---:|:---:|
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| **Built-in review/veto** | ❌ | ⚠️ | ⚠️ | **✅ Dedicated reviewer** |
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| **Real-time Kanban** | ❌ | ❌ | ❌ | **✅ 10-panel dashboard** |
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| **Task intervention** | ❌ | ❌ | ❌ | **✅ Stop / Cancel / Resume** |
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| **Full audit trail** | ⚠️ | ⚠️ | ❌ | **✅ Memorial archive** |
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| **Agent health monitoring** | ❌ | ❌ | ❌ | **✅ Heartbeat detection** |
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| **Hot-swap LLM models** | ❌ | ❌ | ❌ | **✅ From the dashboard** |
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| **Skill management** | ❌ | ❌ | ❌ | **✅ View / Add skills** |
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| **News aggregation** | ❌ | ❌ | ❌ | **✅ Daily digest + webhook** |
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| **Setup complexity** | Med | High | Med | **Low · One-click / Docker** |
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> **Core differentiator: Institutional review + Full observability + Real-time intervention**
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<details>
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<summary><b>🔍 Why the "Review Department" is the killer feature (click to expand)</b></summary>
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<br>
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CrewAI and AutoGen agents work in a **"done, ship it"** mode — no one checks output quality. It's like a company with no QA department where engineers push code straight to production.
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Edict's **Review Department (门下省)** exists specifically for this:
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- 📋 **Audit plan quality** — Is the Planning Department's decomposition complete and sound?
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- 🚫 **Veto subpar output** — Not a warning. A hard reject that forces re-planning.
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- 🔄 **Mandatory rework loop** — Nothing passes until it meets standards.
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This isn't an optional plugin — **it's part of the architecture**. Every command must pass through Review. No exceptions.
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This is why Edict produces reliable results on complex tasks: there's a mandatory quality gate before anything reaches execution. Emperor Taizong figured this out 1,300 years ago — **unchecked power inevitably produces errors**.
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</details>
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---
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## ✨ Features
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### 🏛️ Twelve-Department Agent Architecture
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- **Crown Prince** (太子) message triage — auto-reply casual chat, create tasks for real commands
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- **Three Departments** (Planning · Review · Dispatch) for governance
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- **Seven Ministries** (Finance · Docs · Engineering · Compliance · Infrastructure · HR + Briefing) for execution
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- Strict permission matrix — who can message whom is enforced
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- Each agent: own workspace, own skills, own LLM model
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- **Data sanitization** — auto-strips file paths, metadata, invalid prefixes from titles/remarks
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### 📋 Command Center Dashboard (10 Panels)
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| Panel | Description |
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|-------|------------|
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| 📋 **Edicts Kanban** | Task cards by state, filters, search, heartbeat badges, stop/cancel/resume |
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| 🔭 **Department Monitor** | Pipeline visualization, distribution charts, health cards |
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| 📜 **Memorial Archive** | Auto-generated archives with 5-phase timeline |
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| 📜 **Edict Templates** | 9 presets with parameter forms, cost estimates, one-click dispatch |
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| 👥 **Officials Overview** | Token leaderboard, activity stats |
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| 📰 **Daily Briefing** | Auto-curated news, subscription management, Feishu push |
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| ⚙️ **Model Config** | Per-agent LLM switching, automatic Gateway restart |
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| 🛠️ **Skills Config** | View installed skills, add new ones |
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| 💬 **Sessions** | Live session monitoring with channel labels |
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| 🎬 **Court Ceremony** | Immersive daily opening animation with stats |
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---
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## 🖼️ Screenshots
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### Edicts Kanban
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<details>
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<summary>📸 More screenshots</summary>
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### Agent Monitor
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### Task Detail
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### Model Config
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### Skills
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### Officials
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### Sessions
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### Memorials Archive
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### Command Templates
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### Daily Briefing
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### Court Ceremony
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</details>
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---
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## 🚀 Quick Start
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### Docker
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```bash
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docker run -p 7891:7891 cft0808/edict
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```
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Open http://localhost:7891
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### Full Install
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**Prerequisites:** [OpenClaw](https://openclaw.ai) · Python 3.9+ · macOS/Linux
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```bash
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git clone https://github.com/cft0808/edict.git
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cd edict
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chmod +x install.sh && ./install.sh
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```
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The installer automatically:
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- Creates workspaces for all departments (`~/.openclaw/workspace-*`, including Crown Prince/HR/Briefing)
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- Writes SOUL.md personality files for each department
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- Registers agents + permission matrix in `openclaw.json`
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- Initializes data directory + first sync
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- Restarts Gateway
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### Launch
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```bash
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# Option 1: One-click launch (recommended)
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chmod +x start.sh && ./start.sh
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# Option 2: Manual launch
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bash scripts/run_loop.sh & # Data sync loop
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python3 dashboard/server.py # Dashboard server
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# Open browser
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open http://127.0.0.1:7891
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```
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<details>
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<summary><b>🖥️ Production deployment (systemd)</b></summary>
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```bash
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# Install systemd service
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sudo cp edict.service /etc/systemd/system/
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sudo systemctl daemon-reload
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sudo systemctl enable edict
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sudo systemctl start edict
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# Or use management script
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bash edict.sh start # Start
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bash edict.sh status # Check status
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bash edict.sh restart # Restart
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bash edict.sh stop # Stop
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```
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</details>
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> 📖 See [Getting Started Guide](docs/getting-started.md) for detailed walkthrough.
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---
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## 🏛️ Architecture
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```
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┌───────────────────────────────────┐
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│ 👑 Emperor (You) │
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│ Feishu · Telegram · Signal │
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└─────────────────┬─────────────────┘
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│ Issue edict
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┌─────────────────▼─────────────────┐
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│ 👑 Crown Prince (太子) │
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│ Triage: chat → reply / cmd → task │
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└─────────────────┬─────────────────┘
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│ Forward edict
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┌─────────────────▼─────────────────┐
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│ 📜 Planning Dept (中书省) │
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│ Receive → Plan → Decompose │
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└─────────────────┬─────────────────┘
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│ Submit for review
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┌─────────────────▼─────────────────┐
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│ 🔍 Review Dept (门下省) │
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│ Audit → Approve / Reject 🚫 │
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└─────────────────┬─────────────────┘
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│ Approved ✅
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┌─────────────────▼─────────────────┐
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│ 📮 Dispatch Dept (尚书省) │
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│ Assign → Coordinate → Collect │
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└───┬──────┬──────┬──────┬──────┬───┘
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│ │ │ │ │
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┌─────▼┐ ┌───▼───┐ ┌▼─────┐ ┌───▼─┐ ┌▼─────┐
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│💰 Fin.│ │📝 Docs│ │⚔️ Eng.│ │⚖️ Law│ │🔧 Ops│
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│ 户部 │ │ 礼部 │ │ 兵部 │ │ 刑部 │ │ 工部 │
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└──────┘ └──────┘ └──────┘ └─────┘ └──────┘
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┌──────┐
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│📋 HR │
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│ 吏部 │
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└──────┘
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```
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### Agent Roles
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| Dept | Agent ID | Role | Expertise |
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|------|----------|------|-----------|
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| 👑 **Crown Prince** | `taizi` | Triage, summarize | Chat detection, intent extraction |
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| 📜 **Planning** | `zhongshu` | Receive, plan, decompose | Requirements, architecture |
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| 🔍 **Review** | `menxia` | Audit, gatekeep, veto | Quality, risk, standards |
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| 📮 **Dispatch** | `shangshu` | Assign, coordinate, collect | Scheduling, tracking |
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| 💰 **Finance** | `hubu` | Data, resources, accounting | Data processing, reports |
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| 📝 **Documentation** | `libu` | Docs, standards, reports | Tech writing, API docs |
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| ⚔️ **Engineering** | `bingbu` | Code, algorithms, checks | Development, code review |
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| ⚖️ **Compliance** | `xingbu` | Security, compliance, audit | Security scanning |
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| 🔧 **Infrastructure** | `gongbu` | CI/CD, deploy, tooling | Docker, pipelines |
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| 📋 **HR** | `libu_hr` | Agent management, training | Registration, permissions |
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| 🌅 **Briefing** | `zaochao` | Daily briefing, news | Scheduled reports, summaries |
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### Permission Matrix
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| From ↓ \ To → | Prince | Planning | Review | Dispatch | Ministries |
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|:---:|:---:|:---:|:---:|:---:|:---:|
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| **Crown Prince** | — | ✅ | | | |
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| **Planning** | ✅ | — | ✅ | ✅ | |
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| **Review** | | ✅ | — | ✅ | |
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| **Dispatch** | | ✅ | ✅ | — | ✅ all |
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| **Ministries** | | | | ✅ | |
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### State Machine
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```
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Emperor → Prince Triage → Planning → Review → Assigned → Executing → ✅ Done
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↑ │ │
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└── Veto ──┘ Blocked ──
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```
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---
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## 📁 Project Structure
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```
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edict/
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├── agents/ # 12 agent personality templates (SOUL.md)
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│ ├── taizi/ # Crown Prince (triage)
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│ ├── zhongshu/ # Planning Dept
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│ ├── menxia/ # Review Dept
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│ ├── shangshu/ # Dispatch Dept
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│ ├── hubu/ libu/ bingbu/ # Finance / Docs / Engineering
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│ ├── xingbu/ gongbu/ # Compliance / Infrastructure
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│ ├── libu_hr/ # HR Dept
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│ └── zaochao/ # Morning Briefing
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├── dashboard/
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│ ├── dashboard.html # Dashboard (single file, zero deps, works out of the box)
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│ ├── dist/ # Pre-built React frontend (included in Docker image)
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│ ├── auth.py # Dashboard login authentication
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│ ├── court_discuss.py # Court discussion (multi-agent LLM debate engine)
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│ └── server.py # API server (stdlib, zero deps)
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├── edict/backend/ # Async backend services (SQLAlchemy + Redis)
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│ ├── app/models/
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│ │ ├── task.py # Task model + state machine
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│ │ ├── audit.py # Audit log model
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│ │ └── outbox.py # Outbox message model
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│ ├── app/services/
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│ │ ├── event_bus.py # Redis Streams EventBus
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│ │ └── task_service.py # Task service layer
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│ └── app/workers/
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│ ├── dispatch_worker.py # Parallel dispatch + retry + resource lock
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│ ├── orchestrator_worker.py # DAG orchestrator
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│ └── outbox_relay.py # Transactional Outbox Relay
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├── agents/
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│ ├── <agent_id>/SOUL.md # Agent personality templates
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│ ├── GLOBAL.md # Global agent config
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│ └── groups/ # Agent groups (sansheng / liubu)
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├── scripts/ # Data sync & automation scripts
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│ ├── kanban_update.py # Kanban CLI with data sanitization + state machine
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│ ├── agentrec_advisor.py # Agent model recommendation (merit + cost optimization)
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│ ├── linucb_router.py # LinUCB smart routing
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│ ├── refresh_watcher.py # Data change watcher
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│ └── ... # fetch_morning_news, sync, etc.
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├── tests/
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│ ├── test_e2e_kanban.py # Kanban sanitization tests (17 assertions)
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│ └── test_state_machine_consistency.py # State machine consistency tests
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├── data/ # Runtime data (gitignored)
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├── docs/ # Documentation + screenshots
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├── install.sh # One-click installer
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├── start.sh # One-click launch (Dashboard + data sync)
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├── edict.service # systemd service config (production deploy)
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├── edict.sh # Service management (start/stop/restart/status)
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└── LICENSE # MIT
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```
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---
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## 🔧 Technical Highlights
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| | |
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|---|---|
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| **React 18 Frontend** | TypeScript + Vite + Zustand, 13 components |
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| **stdlib Backend** | `server.py` on `http.server`, zero dependencies |
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| **EventBus** | Redis Streams pub/sub for decoupled service communication |
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| **Outbox Relay** | Transactional outbox pattern for reliable event delivery (at-least-once) |
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| **State Machine Audit** | Strict lifecycle transitions + full audit logging (`audit.py`) |
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| **Parallel Dispatch** | Dispatch Worker with parallel execution, exponential backoff retry, resource locking |
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| **DAG Orchestrator** | Task decomposition and dependency resolution via DAG |
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| **Agent Thinking Visible** | Real-time display of agent thinking, tool calls, results |
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| **One-click Install / Launch** | `install.sh` auto-configures, `start.sh` launches all services |
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| **systemd Production Deploy** | `edict.service` for daemon process, auto-restart on boot |
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| **15s Auto-sync** | Live data refresh with countdown |
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| **Dashboard Auth** | `auth.py` provides login authentication |
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| **Daily Ceremony** | Immersive opening animation |
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---
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## 🗺️ Roadmap
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> Full roadmap with contribution opportunities: [ROADMAP.md](ROADMAP.md)
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### Phase 1 — Core Architecture ✅
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- [x] Twelve-department agent architecture + permissions
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- [x] Crown Prince triage layer (chat vs task auto-routing)
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- [x] Real-time dashboard (10 panels)
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- [x] Task stop / cancel / resume
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- [x] Memorial archive (5-phase timeline)
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- [x] Edict template library (9 presets)
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- [x] Court ceremony animation
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- [x] Daily news + Feishu webhook push
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- [x] Hot-swap LLM models + skill management
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- [x] Officials overview + token stats
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- [x] Session monitoring
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- [x] Edict data sanitization (title/remark cleaning, dirty data rejection)
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- [x] Duplicate task overwrite protection
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- [x] E2E kanban tests (17 assertions)
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### Phase 2 — Institutional Depth 🚧
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- [ ] Imperial approval mode (human-in-the-loop)
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- [x] Merit/demerit ledger (agent scoring + model recommendation + cost optimization)
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- [x] EventBus (Redis Streams decoupled communication)
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- [x] Outbox Relay (transactional event delivery)
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- [x] State machine audit (strict lifecycle + audit logging)
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- [x] Parallel dispatch engine (exponential backoff retry + resource lock)
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- [x] DAG orchestrator (task decomposition + dependency resolution)
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- [x] Dashboard authentication (login auth)
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- [x] One-click launch / systemd production deploy
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||
- [ ] Express courier (inter-agent message visualization)
|
||
- [ ] Imperial Archives (knowledge base + citation)
|
||
|
||
### Phase 3 — Ecosystem
|
||
- [ ] Docker Compose + demo image
|
||
- [ ] Notion / Linear adapters
|
||
- [ ] Annual review (yearly performance reports)
|
||
- [ ] Mobile responsive + PWA
|
||
- [ ] ClawHub marketplace listing
|
||
|
||
---
|
||
|
||
## 🤝 Contributing
|
||
|
||
All contributions welcome! See [CONTRIBUTING.md](CONTRIBUTING.md)
|
||
|
||
- 🎨 **UI** — themes, responsiveness, animations
|
||
- 🤖 **New agents** — specialized roles
|
||
- 📦 **Skills** — ministry-specific packages
|
||
- 🔗 **Integrations** — Notion · Jira · Linear · GitHub Issues
|
||
- 🌐 **i18n** — Japanese · Korean · Spanish
|
||
- 📱 **Mobile** — responsive, PWA
|
||
|
||
---
|
||
|
||
## � Examples
|
||
|
||
The `examples/` directory contains real end-to-end use cases:
|
||
|
||
| Example | Command | Departments |
|
||
|---------|---------|-------------|
|
||
| [Competitive Analysis](examples/competitive-analysis.md) | "Analyze CrewAI vs AutoGen vs LangGraph" | Planning→Review→Finance+Engineering+Docs |
|
||
| [Code Review](examples/code-review.md) | "Review this FastAPI code for security issues" | Planning→Review→Engineering+Compliance |
|
||
| [Weekly Report](examples/weekly-report.md) | "Generate this week's engineering team report" | Planning→Review→Finance+Docs |
|
||
|
||
Each case includes: Full command → Planning proposal → Review feedback → Ministry outputs → Final report.
|
||
|
||
---
|
||
|
||
## 📄 License
|
||
|
||
[MIT](LICENSE) · Built by the [OpenClaw](https://openclaw.ai) community
|
||
|
||
---
|
||
|
||
## 📮 WeChat · Behind the Scenes
|
||
|
||
> *In ancient China, the “Dǐbào” (imperial gazette) delivered edicts across the empire. Today we have a WeChat account.*
|
||
|
||
<p align="center">
|
||
<img src="docs/assets/wechat-qrcode.jpg" width="200" alt="WeChat QR · cft0808">
|
||
<br>
|
||
<b>Scan to follow · cft0808</b>
|
||
</p>
|
||
|
||
What you’ll find:
|
||
- 🏛️ Architecture deep-dives — how 12 agents achieve separation of powers
|
||
- 🔥 War stories — when agents fight, burn tokens, or go on strike
|
||
- 💡 Token-saving tricks — run the full pipeline at 1/10 the cost
|
||
- 🎭 Behind the SOUL.md — how to write prompts that make AI agents stay in character
|
||
|
||
---
|
||
|
||
## ⭐ Star History
|
||
|
||
[](https://star-history.com/#cft0808/edict&Date)
|
||
|
||
---
|
||
|
||
<p align="center">
|
||
<strong>⚔️ Governing AI with the wisdom of ancient empires</strong><br>
|
||
<sub>以古制御新技，以智慧驾驭 AI</sub><br><br>
|
||
<a href="#-wechat--behind-the-scenes"><img src="https://img.shields.io/badge/WeChat_cft0808-Follow_for_updates-07C160?style=for-the-badge&logo=wechat&logoColor=white" alt="WeChat"></a>
|
||
</p>
|