Proactive Agent

---

name: proactive-agent

description: A proactive agent that anticipates needs and takes initiative. Monitors environment, suggests actions, and proposes tasks based on context. Perfect for agents that need to be proactive rather than reactive.

version: 1.0.0

author: shiyi

tags:

- agent

- proactive

- automation

- productivity

metadata:

openclaw:

requires:

bins: [python3]

---

# Proactive Agent

A proactive agent that anticipates needs and takes initiative. Monitors environment, suggests actions, and proposes tasks based on context.

Features

Quick Start

# Get next suggested action
python scripts/action_suggester.py --next

# Analyze current context
python scripts/context_analyzer.py --json

# Propose tasks
python scripts/task_initiator.py --propose

Components

1. Context Analyzer (`scripts/context_analyzer.py`)

Analyzes:

2. Action Suggester (`scripts/action_suggester.py`)

Generates suggestions based on:

3. Task Initiator (`scripts/task_initiator.py`)

Proactively proposes tasks with:

4. Proactive Monitor (`scripts/proactive_monitor.py`)

Continuous monitoring:

Configuration

Edit `config/proactive_config.yaml`:

proactive_level: 7          # 1-10, higher = more proactive
monitor_interval: 300       # Check interval in seconds
alert_cooldown: 1800        # Alert cooldown in seconds

priority_weights:
  trading: 10
  content: 8
  tasks: 6
  learning: 4
  routine: 3

Time Rules

The agent recognizes these time slots:

| Time Slot | Hours | Typical Actions |

|-----------|-------|-----------------|

| morning_startup | 06:00-09:00 | Check portfolio, review today's plan |

| trading_hours | 09:30-15:00 | Monitor stocks, evaluate opportunities |

| content_window | 15:00-17:00 | Publish content, optimize posts |

| evening_routine | 17:00-22:00 | Log daily summary, update memory |

| night_quiet | 22:00-06:00 | Stay quiet, minimal alerts |

Integration

With AGENTS.md

Add to session startup:

1. Run proactive-agent: python skills/proactive-agent/scripts/action_suggester.py --next

With HEARTBEAT.md

Add to heartbeat checks:

python skills/proactive-agent/scripts/action_suggester.py --next

Example Output

[HIGH] 盘中交易时段
Suggestion: 观察候选股票，等待买入机会

[HIGH] 下午内容发布窗口
Suggestion: 检查待发布内容，准备发布小红书笔记

[MEDIUM] 晚间例行检查
Suggestion: 检查今日数据，记录交易日志

Use Cases

1. **Trading Assistant**: Monitor market hours, suggest buy/sell decisions

2. **Content Creator**: Remind to publish at optimal times

3. **Task Manager**: Proactively propose tasks based on schedule

4. **Learning Agent**: Suggest performance analysis and improvements

Requirements

Changelog

v1.0.0 (2026-03-25)