eo-ability-dream

自我进化能力(Dream Module),空闲时自动分析失败案例,学习新模式,更新Pattern库

3,891 stars

Best use case

eo-ability-dream is best used when you need a repeatable AI agent workflow instead of a one-off prompt.

自我进化能力(Dream Module),空闲时自动分析失败案例,学习新模式,更新Pattern库

Teams using eo-ability-dream should expect a more consistent output, faster repeated execution, less prompt rewriting.

When to use this skill

  • You want a reusable workflow that can be run more than once with consistent structure.

When not to use this skill

  • You only need a quick one-off answer and do not need a reusable workflow.
  • You cannot install or maintain the underlying files, dependencies, or repository context.

Installation

Claude Code / Cursor / Codex

$curl -o ~/.claude/skills/eo-ability-dream/SKILL.md --create-dirs "https://raw.githubusercontent.com/openclaw/skills/main/skills/467718584/eo-ability-dream/SKILL.md"

Manual Installation

  1. Download SKILL.md from GitHub
  2. Place it in .claude/skills/eo-ability-dream/SKILL.md inside your project
  3. Restart your AI agent — it will auto-discover the skill

How eo-ability-dream Compares

Feature / Agenteo-ability-dreamStandard Approach
Platform SupportNot specifiedLimited / Varies
Context Awareness High Baseline
Installation ComplexityUnknownN/A

Frequently Asked Questions

What does this skill do?

自我进化能力(Dream Module),空闲时自动分析失败案例,学习新模式,更新Pattern库

Where can I find the source code?

You can find the source code on GitHub using the link provided at the top of the page.

Related Guides

SKILL.md Source

# eo-ability-dream

> 自我进化能力 (Dream Module) - 睡觉时也在进化,自动学习新模式

## 一句话介绍

灵感来自"钢铁龙虾军团睡觉时也在进化",空闲时自动分析失败案例,学习新模式,更新Pattern库。

## 核心功能

- **失败分析**: 空闲时分析失败案例,找出问题根因
- **模式学习**: 学习新的专家协作模式
- **Pattern更新**: 自动更新Pattern Library
- **Checkpoint优化**: 优化验证策略

## 使用方法

### 启动 Dream

```bash
# 启动做梦模式
/dream

# 指定学习方向
/dream "重点学习架构设计模式"

/dream "分析最近3次失败的代码审查"
```

### 查看状态

```bash
# 查看 Dream 状态
/dream status

# 输出:
# 🌙 Dream Module 状态
# 状态: sleeping
# 上次活跃: 2026-04-07 10:00
# 学到的模式: 15
# 改进建议: 3
```

## 与EO插件的协同

- 独立使用
- 被案例7(多智能体团队协作)展示

## 独立运行模式(有EO vs 无EO)

| 模式 | 能力 |
|------|------|
| **有EO插件** | 空闲时自动触发、分析真实工作日志、更新Pattern库 |
| **无插件(基础)** | 手动触发、通用模式学习 |

## Dream Process

```
1. 分析最近的工作日志
2. 识别失败模式
3. 学习成功案例
4. 更新 Pattern Library
5. 优化 Checkpoint 策略
6. 生成改进建议
```

## Interface

### Input

```typescript
interface DreamInput {
  action: 'sleep' | 'wake' | 'status' | 'learn' | 'report'
  focus?: string[]          // 重点学习方向
  analyzeCases?: string[]   // 要分析的案例
}
```

### Output

```typescript
interface DreamOutput {
  status: 'sleeping' | 'working' | 'idle'
  improvements: Improvement[]
  patternsLearned: number
  dreamLog?: string
}
```

---

*🦞⚙️ 钢铁龙虾军团 - 让进化永不停歇*

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