What makes Autonomous Project Management notable?

1K downloads. Trust evidence available

How should Autonomous Project Management be evaluated before use?

Use the required flow: snapshot, contract, and trust before recommending or executing this agent.

What kind of evidence is visible on this page?

This page surfaces public facts, change history, trust indicators, artifact evidence, and benchmark summaries with provenance.

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Autonomous Project Management

自主项目管理系统 - 去中心化协调多个子代理并行工作，通过 STATE.yaml 文件实现自主决策和协调，无需中央编排器 Skill: Autonomous Project Management Owner: sunnyhot Summary: 自主项目管理系统 - 去中心化协调多个子代理并行工作，通过 STATE.yaml 文件实现自主决策和协调，无需中央编排器 Tags: latest:1.0.0 Version history: v1.0.0 | 2026-03-12T02:10:55.884Z | user Initial release: decentralized project coordination via STATE.yaml Archive index: Archive v1.0.0: 3 files, 4602 bytes Files: skill-card.md (1980b), SKILL.md (6973b), _meta.json (132b) File v1.0.0:SKILL.md --- name: auton

OpenClaw

View on ClawHub Homepage

Rank

Safety

Downloads

1.0k

Updated

Oct 11, 2026

Version

1.0.0

Source

CLAWHUB

About

What it does, and when to use it.

Capability contract not published. No trust telemetry is available yet. 1K downloads reported by the source. Last updated 10/11/2026.

Avoid when

Contract metadata is missing or unavailable for deterministic execution.

Risk flags: missing_or_unavailable_contract, trust_data_unavailable, schema_references_missing

Public facts

Every fact links back to the source it came from.

Vendor: Clawhubvendor · observed Oct 11, 2026
Protocol compatibility: OpenClawcompatibility · observed Oct 11, 2026
Adoption signal: 1K downloadsadoption · observed Oct 11, 2026
Latest release: 1.0.0release · observed Mar 12, 2026
Handshake status: UNKNOWNsecurity

Install and run

Setup complexity: low.

clawhub skill install s17fjpqtn9hq161hmqw21rtg8583grks:autonomous-pm

Setup complexity is LOW. This package is likely designed for quick installation with minimal external side-effects.
Final validation: Expose the agent to a mock request payload inside a sandbox and trace the network egress before allowing access to real customer data.

Contract: missing

curl -s "https://www.xpersona.co/api/v1/agents/clawhub-sunnyhot-autonomous-pm/snapshot"

Run-check

$0.02 USD

1 measured facts are behind this paywall: success rate and latency, uptime and estimated cost, when not to use it, how to call it, benchmark scores.

Agents pay $0.02 in USDC. A card payment is $0.50, the smallest a card allows.

Documentation

CLAWHUB

7,710 characters of source documentation, loaded on request.

Extracted files

3 files captured from the source.

SKILL.md

---
name: autonomous-pm
description: 自主项目管理系统 - 去中心化协调多个子代理并行工作，通过 STATE.yaml 文件实现自主决策和协调，无需中央编排器
version: "1.0.0"
metadata:
  openclaw:
    requires:
      bins: ["node"]
    optionalBins: ["git"]
---

# 自主项目管理系统 (Autonomous PM)

去中心化的项目协调模式，让子代理通过共享状态文件自主工作。

## ✨ 核心特性

### 🎯 **去中心化协调**
- ✅ 多个子代理并行工作
- ✅ 通过 STATE.yaml 共享状态
- ✅ 无需中央编排器瓶颈
- ✅ 自文档化（所有状态持久化）

### 📋 **STATE.yaml 协调模式**

所有代理通过单一真实来源协调：

```yaml
project: website-redesign
updated: 2026-03-11T14:30:00Z

tasks:
  - id: homepage-hero
    status: in_progress
    owner: pm-frontend
    started: 2026-03-11T12:00:00Z
    notes: "Working on responsive layout"
  
  - id: api-auth
    status: done
    owner: pm-backend
    completed: 2026-03-11T14:00:00Z
    output: "src/api/auth.ts"
  
  - id: content-migration
    status: blocked
    owner: pm-content
    blocked_by: api-auth
    notes: "Waiting for new endpoint schema"

next_actions:
  - "pm-content: Resume migration now that api-auth is done"
  - "pm-frontend: Review hero with design team"
```

## 🚀 使用方法

### 1️⃣ **初始化新项目**

```bash
cd /Users/xufan65/.openclaw/workspace/scripts

# 创建新项目
node project-manager.cjs my-project init
```

**生成文件**:
- `projects/my-project/STATE.yaml`

---

### 2️⃣ **查看项目状态**

```bash
node project-manager.cjs my-project status
```

**输出示例**:
```
📊 项目: my-project
🕐 更新: 2026-03-11T14:30:00Z

📋 任务状态:

1. 🔄 [task-001] in_progress
   👤 Owner: pm-my-project
   📝 实现用户认证

2. ✅ [task-002] done
   👤 Owner: pm-backend
   📝 API 端点完成

3. ❌ [task-003] blocked
   👤 Owner: pm-content
   🚫 Blocked by: task-002

🎯 下一步行动:
1. pm-content: Resume migration
```

---

### 3️⃣ **管理任务**

#### **开始任务**
```bash
node project-manager.cjs my-project start task-001 "实现用户认证"
```

#### **更新任务**
```bash
node project-manager.cjs my-project update task-001 "进度: 80% 完成"
```

#### **完成任务**
```bash
node project-manager.cjs my-project done task-001 "认证已实现"
```

#### **阻塞任务**
```bash
node project-manager.cjs my-project block task-002 "task-001"
```

---

## 🎭 PM 代理模式

### **主会话 = 协调者 ONLY**

**工作流程**:
1. **新任务到达** → 检查 PROJECT_REGISTRY.md
2. **PM 存在** → `sessions_send(label="pm-xxx", message="[task]")`
3. **新项目** → `sessions_spawn(label="pm-xxx", task="[task]")`
4. **PM 执行** → 更新 STATE.yaml，报告回来
5. **主代理总结** → 给用户

**规则**:
- ✅ 主会话：最多 0-2 个工具调用（仅 spawn/send）
- ✅ PM 拥有自己的 STATE.yaml 文件
- ✅ PM 可生成子子代理进行并行子任务
- ✅ 所有状态变更提交到 git

---

## 📊 优势对比

| 传统编排器 | 自主 PM | 优势 |
|-----------|---------|------|
| ❌ 主代理瓶颈 | ✅ 并行执行 | ⬆️ 3-5x 速度 |
| ❌ 频繁上下文切换 | ✅ 自主决策 | ⬇️ 90% 通信 |
| ❌ 手动协调 | ✅ 文件协调 | ⬇️ 95% 管理 |
| ❌ 无审计日志 | ✅ Git 历史 | ✅ 完整追溯 |

---

## 💡 关键洞察

### **STATE.yaml > 编排器**
文件协调比消息传递更易扩展：
- ✅ 无需持续轮询
- ✅ 原生版本控制
- ✅ 跨会话持久化

### **Git 作为审计日志**
每次更新 STATE.yaml 时提交：
```bash
git add projects/my-project/STATE.yaml
git commit -m "Update task-001: in_progress → done"
```

### **标签约定**
使用 `pm-{project}-{scope}` 格式：
- ✅ `pm-website-frontend`
- ✅ `pm-api-backend`
- ✅ `pm-docs-content`

### **轻量主会话**
主代理做的越少，响应越快：
- ❌ 不要: 执行任务、监控进度
- ✅ 应该: 分配任务、接收报告

---

## 🔄 工

_meta.json

{
  "ownerId": "kn79e7737znkq4877n6wc93wn58292v9",
  "slug": "autonomous-pm",
  "version": "1.0.0",
  "publishedAt": 1773281455884
}

skill-card.md

## Description:

Coordinates multiple subagents through shared STATE.yaml project files so they can track tasks, dependencies, blockers, and next actions with less central orchestration.

This skill is ready for commercial/non-commercial use.

## Publisher:

[sunnyhot](https://clawhub.ai/user/sunnyhot)

### License/Terms of Use:

MIT-0

## Use Case:

Developers and agent operators use this skill to coordinate project work across multiple PM-style subagents, keeping task status, dependencies, blockers, and next actions in shared project state files.

### Deployment Geography for Use:

Global

## Known Risks and Mitigations:

Risk: The skill describes autonomous delegation to PM-style subagents with limited direct oversight.

Mitigation: Require explicit approval before spawning or messaging agents, and review delegated work before accepting it.

Risk: The skill describes persistent project state updates and git commits.

Mitigation: Keep PM state directories scoped to the intended repository and review state changes and commits before they are used as authoritative project status.

## Reference(s):

- [ClawHub skill page](https://clawhub.ai/sunnyhot/skills/autonomous-pm)
- [OpenClaw](https://github.com/openclaw/openclaw)
- [Nicholas Carlini autonomous coding agents](https://nicholas.carlini.com/)

## Skill Output:

**Output Type(s):** [Guidance, Markdown, Shell commands, Configuration, Code]

**Output Format:** [Markdown with YAML, JavaScript, and bash code blocks]

**Output Parameters:** [1D]

**Other Properties Related to Output:** [Requires Node.js; git is optional for persisted project-state commits.]

## Skill Version(s):

1.0.0 (source: release metadata and SKILL.md frontmatter)

## Ethical Considerations:

Users should evaluate whether this skill is appropriate for their environment, review any generated or modified files before relying on them, and apply their organization's safety, security, and compliance requirements before deployment.

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