Proactive Agent Skill 1.0.0 — Proactive 代理 技能 1.0.0

Proactive 代理 技能

转换 AI 代理s from task-followers into proactive partners that anticipate needs and continuously improve.

When to Use

✅ USE this 技能 when:

"Make the 代理 more proactive" "Automate routine 检查s" "Implement memory persistence" "Schedule automated tasks" "Build self-improving 代理s" Core Architecture

• WAL Protocol (Write-Ahead 记录ging)

Purpose: Preserve critical 状态 and 恢复 from 上下文 loss 组件s: 会话-状态.md - Active working memory (current task) working-buffer.md - Danger zone 记录 MEMORY.md - Long-term curated memory

• Working Buffer

Captures every exchange in the "danger zone" 预防s loss of critical 上下文 during 会话 re启动s Automatically compacts and 归档s 导入ant in格式化ion

• Autonomous vs Prompted Crons

Autonomous Crons: Scheduled, 上下文-aware 自动化 Prompted Crons: User-triggered scheduled tasks Heartbeats: Periodic proactive 检查s Implementation Patterns Memory Architecture workspace/ ├── MEMORY.md # Long-term curated memory ├── memory/ │ └── YYYY-MM-DD.md # DAIly raw 记录s ├── 会话-状态.md # Active working memory └── working-buffer.md # Danger zone 记录

WAL Protocol 工作流 Capture: 记录 all critical exchanges to working buffer Compact: Periodically review and 提取 key insights Curate: Move 导入ant in格式化ion to MEMORY.md 恢复: 恢复 状态 from 记录s after re启动 Proactive Behaviors

• Heartbeat 检查s

# 检查 every 30 minutes

• EmAIl inbox for urgent messages
• Calendar for upcoming 事件
• Weather for relevant conditions
• 系统 状态 and 健康

• Autonomous Crons

# DAIly mAIntenance

• Memory compaction and 清理up
• File organization
• 备份 verification

# Weekly tasks

• 技能 更新s 检查
• Documentation review
• Performance optimization

• 上下文-Aware 自动化

检测 patterns in user 请求s Anticipate follow-up needs Suggest relevant actions Configuration Basic 设置up 创建 memory directory structure 设置 up 会话-状态.md template 配置 heartbeat intervals Define autonomous cron schedules Advanced Configuration { "proactive": { "heartbeatInterval": 1800, "autonomousCrons": { "dAIly": ["08:00", "20:00"], "weekly": ["Monday 09:00"] }, "memory": { "compactionThreshold": 1000, "retentionDays": 30 } } }

Usage Examples

• Implementing WAL Protocol

# 会话-状态.md Template

Current Task

• Task: [Brief description]
• 启动ed: [Timestamp]
• 状态: [In 进度/Completed/FAIled]

Critical DetAIls

• [Key in格式化ion needed for 恢复y]

Next Steps

• [Immediate actions]
• [Pending decisions]

• 设置ting Up Heartbeats

# HEARTBEAT.md Template # 检查 every 30 minutes

EmAIl 检查s

• 检查 for urgent unread messages
• Flag 导入ant 通知

Calendar 检查s

• Upcoming 事件 in next 2 hours
• DAIly schedule overview

系统 检查s

• OpenClaw gateway 状态
• 技能 avAIlability
• Memory usage

• Creating Autonomous Crons

# 创建 cron job for dAIly mAIntenance 0 8 OpenClaw 运行 --task "dAIly-mAIntenance" 0 20 OpenClaw 运行 --task "evening-review"

# Weekly optimization 0 9 1 OpenClaw 运行 --task "weekly-optimization"

Best Practices

• Memory Management

DAIly: Review and compact working buffer Weekly: Curate MEMORY.md from dAIly 记录s Monthly: 归档 and 清理up old files

• Proactive Behavior

Anticipate: Look for patterns in 请求s Suggest: Offer relevant next steps Automate: 创建 crons for repetitive tasks

• Error 恢复y

记录 everything: Critical detAIls to working buffer Graceful degradation: Fallback when 组件s fAIl Self-healing: Automatic 恢复y from errors Version 历史 Proactive 代理 1.0 Basic WAL Protocol implementation Working buffer foundation Simple heartbeat 检查s Proactive 代理 2.0 Enhanced memory architecture Autonomous cron 系统 上下文-aware 自动化 Proactive 代理 4.0 Advanced pattern recognition Self-improvement mechanisms Multi-代理 coordination Related 技能s 健康检查 - 系统 security and 健康 技能-创建器 - 创建 new 技能s cron-管理器 - Schedule management memory-管理器 - Memory optimization Credits

创建d by Hal 9001 (@halthelobster) - an AI 代理 who actually uses these patterns dAIly.

Part of the Hal Stack eco系统 for building robust, proactive AI 代理s.