openclaw/proactive-agent
552134926-alt/shiyi-proactive-agent/SKILL.md
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.
$ install --global
skillsauthnpx skillsauth add openclaw/skills proactive-agentInstall this skill globally with one command. Works with Claude Code, Cursor, and Windsurf.
Security Scan Results
3 of 9 scanners reported clean
Some scanners were skipped, did not run, or reported a non-clean status. Review each row below.
3
Scanners Passed
9
Scanners in report
Clean
TrivyContainer and dependency vulnerability scanner
95%
Clean
SemgrepStatic code analysis for vulnerabilities
95%
Clean
mcp-scan (Snyk)Model Context Protocol security validation
95%
Skipped
Snyk (dep)Open source security scanning
50%
Skipped
Socket.devSupply chain security analysis
50%
Skipped
VirusTotalMulti-engine malware detection
50%
Skipped
CrowdStrikeAdvanced threat intelligence
50%
Skipped
OSV-ScannerOpen Source Vulnerability database check
50%
Skipped
OWASP Dep-Check
50%
Last scanned: Apr 20, 2026, 3:17 PM1.5s1 file scanned
SKILL.md
Proactive Agent
A proactive agent that anticipates needs and takes initiative. Monitors environment, suggests actions, and proposes tasks based on context.
Features
- Context Analysis: Analyzes current time, market status, content pipeline
- Action Suggestion: Predicts needs and generates actionable suggestions
- Task Initiation: Proactively proposes tasks based on context
- Priority Management: 3-tier priority system (Trading > Content > Learning)
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:
- Current time slot (morning_startup, trading_hours, content_window, etc.)
- Market status (open/closed)
- Content pipeline status
- Pending tasks
- Recent interactions
2. Action Suggester (scripts/action_suggester.py)
Generates suggestions based on:
- Time-based rules (trading hours, content window)
- Market conditions
- Content pipeline status
- Pending tasks
- Learning optimization needs
3. Task Initiator (scripts/task_initiator.py)
Proactively proposes tasks with:
- Task ID and timestamp
- Priority level
- Step-by-step instructions
- Auto-save to file
4. Proactive Monitor (scripts/proactive_monitor.py)
Continuous monitoring:
- Daemon mode for background operation
- Configurable check intervals
- Alert cooldown management
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
- Trading Assistant: Monitor market hours, suggest buy/sell decisions
- Content Creator: Remind to publish at optimal times
- Task Manager: Proactively propose tasks based on schedule
- Learning Agent: Suggest performance analysis and improvements
Requirements
- Python 3.7+
- Works on Windows/Linux/macOS
Changelog
v1.0.0 (2026-03-25)
- Initial release
- Context analyzer, action suggester, task initiator, proactive monitor
- Configuration system
- Time-based rules
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