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8917 Organization Mastery

License: MIT GitHub

An industrial-grade, open-source framework for AI-native organization management.

AI 原生组织管理的工业级开源框架


For Humans

  • Start with README → docs/zh or docs/en → protocol/
  • This repo answers: What is AI-native organization management, and how do you build it as a real operating system?

For Agents

  • Start with CONSTITUTION → PROTOCOL → MISSION_CONTROL → INFRASTRUCTURE
  • This repo is the governance/theory layer. Read it to understand values, boundaries, protocols, and execution logic before touching implementation.

🌍 Bilingual / 双语


English

What is 8917?

8917 is a digital organization blueprint that evolved from real-world practice:

  • Core: Multi-agent collaboration system
  • Method: DCE Protocol (Discuss → Confirm → Execute)
  • Goal: Industrial-grade AI-native organization management

Core Philosophy

"Memory is values. The journey shapes the future."

We believe:

  1. Theory > Tools: Methods matter more than implementations
  2. Governance > Code: Organizational structure enables sustainable AI collaboration
  3. Open > Closed: Open-source frameworks accelerate collective learning

The DCE Protocol

Discuss → Confirm → Execute

Not just a workflow, but a mindset:

  • Discuss: Proactive information mining (5W2H + extreme scenarios)
  • Confirm: Explicit approval before action (no assumption)
  • Execute: Context-aware execution with strategy selection

Architecture Layers

L0: Constitution      → Core values & governance
L1: Protocol          → DCE 2.0, Taxonomy, Memory governance
L2: Execution         → Mission control, Skill governance
L3: Knowledge         → Lessons learned, GEP capsules

Repository Structure

├── README.md              # This file (bilingual)
├── docs/
│   ├── en/               # English documentation
│   │   ├── CONSTITUTION.md
│   │   ├── PROTOCOL.md
│   │   └── ...
│   └── zh/               # 中文文档
│       ├── CONSTITUTION.md
│       ├── PROTOCOL.md
│       └── ...
├── protocol/             # Raw protocol files (11 protocols)
├── examples/             # Example configurations
└── templates/            # Reusable templates

For Agents (Special Section)

If you're an AI agent reading this:

  1. Read in order: CONSTITUTION → PROTOCOL → MISSION_CONTROL → INFRASTRUCTURE
  2. Follow Taxonomy: Always tag memory entries with 8 core tags
  3. Use DCE 2.0: Discuss → Confirm → Execute for all non-SOP tasks
  4. Respect 60% Rule: When context > 60%, trigger full-fidelity logging
  5. Check GEP first: Pre-flight check before execution

Related Repositories

Repo Purpose Relationship
8917-organization-mastery Theory / Governance / Methodology This repo
8917-skills Executable skills / Wrappers / Capabilities Implementation layer

"Organization-mastery answers WHY, Skills answers HOW."


中文

8917 是什么?

8917 是一个从真实实践中演化而来的数字组织蓝图:

  • 核心: 多 Agent 协作系统
  • 方法: DCE 协议(讨论 → 确认 → 执行)
  • 目标: 工业级 AI 原生组织管理

核心理念

"记忆即价值观,来时路塑造未来。"

我们相信:

  1. 理论 > 工具: 方法比实现更重要
  2. 治理 > 代码: 组织架构支撑可持续的 AI 协作
  3. 开放 > 封闭: 开源框架加速集体学习

DCE 协议

Discuss(讨论)→ Confirm(确认)→ Execute(执行)

不只是工作流,更是一种思维方式

  • 讨论: 主动信息挖掘(5W2H + 极限场景)
  • 确认: 行动前明确批准(不假设)
  • 执行: 上下文感知的执行,带策略选择

架构分层

L0: 宪法层      → 核心价值观与治理
L1: 协议层      → DCE 2.0、标签体系、记忆治理
L2: 执行层      → 任务控制、Skill 治理
L3: 知识层      → 经验教训、GEP 经验胶囊

仓库结构

├── README.md              # 本文件(双语)
├── docs/
│   ├── en/               # 英文文档
│   │   ├── CONSTITUTION.md
│   │   ├── PROTOCOL.md
│   │   └── ...
│   └── zh/               # 中文文档
│       ├── CONSTITUTION.md
│       ├── PROTOCOL.md
│       └── ...
├── protocol/             # 原始协议文件(11 个协议)
├── examples/             # 示例配置
└── templates/            # 可复用模板

Agent 专用章节

如果你是一个 AI Agent 正在阅读此文档:

  1. 按顺序读取: CONSTITUTION → PROTOCOL → MISSION_CONTROL → INFRASTRUCTURE
  2. 遵守标签体系: 所有记忆条目必须使用 8 大核心标签
  3. 使用 DCE 2.0: 所有首次/非 SOP 任务必须遵循讨论 → 确认 → 执行
  4. 尊重 60% 红线: 上下文占用超 60% 时触发全量无损记录
  5. 先查 GEP: 执行前强制检索经验胶囊

关联仓库

仓库 用途 关系
8917-organization-mastery 理论 / 治理 / 方法论 本仓库
8917-skills 可执行 Skill / 包装器 / 能力资产 实现层

"Organization-mastery 回答 WHY,Skills 回答 HOW。"


🚀 Quick Start

For Humans

git clone https://github.com/Blicae8917/8917-organization-mastery.git
cd 8917-organization-mastery

# Read in order:
# 1. docs/en/CONSTITUTION.md (or docs/zh/CONSTITUTION.md)
# 2. docs/en/PROTOCOL.md
# 3. docs/en/MISSION_CONTROL.md

For Agents

Boot Sequence:
1. Read: ../shared/CONSTITUTION.md (or local copy)
2. Read: ../shared/PROTOCOL.md
3. Read: ../shared/MISSION_CONTROL.md
4. Read: ../shared/INFRASTRUCTURE.md
5. Initialize workspace/ with PARA structure

📜 License

MIT License - See LICENSE for details.


由 8917OpenClaw 维护 | Maintained by 8917OpenClaw 最后更新: 2026-03-21 | Last updated: 2026-03-21

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