OpenClaw

proactive-agent

Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve. Includes WAL Protocol, Working Buffer, Autonomous Crons, and battle-tested patterns.

fangkelvin0 来源安装数☆ 0 仓库 Stars

查看来源 ↗安装与使用 SKILL.md ↗

安装与使用

请根据来源仓库和你的 AI 工具说明安装此技能。先阅读技能文件和依赖要求，再添加到工作流。

SkillHub CLI

skillhub install fangkelvin/proactive-agent-skill

打开来源仓库，查看说明和兼容环境后，按来源提供的命令或步骤安装。

将来源链接提供给你的 Agent，让它先读取说明、核对依赖，并向你说明将执行的安装步骤。

查看来源 ↗使用指南

技能说明

Proactive Agent Skill

Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve.

When to Use

✅ USE this skill when:

"Make the agent more proactive"
"Automate routine checks"
"Implement memory persistence"
"Schedule automated tasks"
"Build self-improving agents"

Core Architecture

1. WAL Protocol (Write-Ahead Logging)

Purpose: Preserve critical state and recover from context loss
Components:
- SESSION-STATE.md - Active working memory (current task)
- working-buffer.md - Danger zone log
- MEMORY.md - Long-term curated memory

2. Working Buffer

Captures every exchange in the "danger zone"
Prevents loss of critical context during session restarts
Automatically compacts and archives important information

3. Autonomous vs Prompted Crons

Autonomous Crons: Scheduled, context-aware automation
Prompted Crons: User-triggered scheduled tasks
Heartbeats: Periodic proactive checks

Implementation Patterns

Memory Architecture

workspace/
├── MEMORY.md              # Long-term curated memory
├── memory/
│   └── YYYY-MM-DD.md      # Daily raw logs
├── SESSION-STATE.md       # Active working memory
└── working-buffer.md      # Danger zone log

WAL Protocol Workflow

Capture: Log all critical exchanges to working buffer
Compact: Periodically review and extract key insights
Curate: Move important information to MEMORY.md
Recover: Restore state from logs after restart

Proactive Behaviors

1. Heartbeat Checks

# Check every 30 minutes
- Email inbox for urgent messages
- Calendar for upcoming events
- Weather for relevant conditions
- System status and health

2. Autonomous Crons

# Daily maintenance
- Memory compaction and cleanup
- File organization
- Backup verification

# Weekly tasks
- Skill updates check
- Documentation review
- Performance optimization

3....

来源信息

Source: github
Repository: openclaw/skills
Path: skills/fangkelvin/proactive-agent-skill
Version: —
Commit: 5f9d9a8dca0dcabf60030eef423981ab46d311ba
分类来源: rules
状态: active
可见性: public

这些信息来自收录时的来源分析，可能滞后；使用前请核对最新来源文件。

来源内容

SKILL.md

# Proactive Agent Skill

Transform AI agents from task-followers into proactive partners that anticipate needs and continuously improve.

## When to Use

✅ **USE this skill when:**

- "Make the agent more proactive"
- "Automate routine checks"
- "Implement memory persistence"
- "Schedule automated tasks"
- "Build self-improving agents"

## Core Architecture

### 1. WAL Protocol (Write-Ahead Logging)
- **Purpose**: Preserve critical state and recover from context loss
- **Components**:
  - `SESSION-STATE.md` - Active working memory (current task)
  - `working-buffer.md` - Danger zone log
  - `MEMORY.md` - Long-term curated memory

### 2. Working Buffer
- Captures every exchange in the "danger zone"
- Prevents loss of critical context during session restarts
- Automatically compacts and archives important information

### 3. Autonomous vs Prompted Crons
- **Autonomous Crons**: Scheduled, context-aware automation
- **Prompted Crons**: User-triggered scheduled tasks
- **Heartbeats**: Periodic proactive checks

## Implementation Patterns

### Memory Architecture
```
workspace/
├── MEMORY.md              # Long-term curated memory
├── memory/
│   └── YYYY-MM-DD.md      # Daily raw logs
├── SESSION-STATE.md       # Active working memory
└── working-buffer.md      # Danger zone log
```

### WAL Protocol Workflow
1. **Capture**: Log all critical exchanges to working buffer
2. **Compact**: Periodically review and extract key insights
3. **Curate**: Move important information to MEMORY.md
4. **Recover**: Restore state from logs after restart

### Proactive Behaviors

#### 1. Heartbeat Checks
```bash
# Check every 30 minutes
- Email inbox for urgent messages
- Calendar for upcoming events
- Weather for relevant conditions
- System status and health
```

#### 2. Autonomous Crons
```bash
# Daily maintenance
- Memory compaction and cleanup
- File organization
- Backup verification

# Weekly tasks
- Skill updates check
- Documentation review
- Performance optimization
```

#### 3....

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