Shiyi Proactive Agent — Shiyi Proactive 代理

Proactive 代理

A proactive 代理 that anticipates needs and takes initiative. 监控s 环境, suggests actions, and proposes tasks based on 上下文.

Features 上下文 Analysis: Analyzes current time, market 状态, content 流水线 Action Suggestion: Predicts needs and 生成s actionable suggestions Task Initiation: Proactively proposes tasks based on 上下文 Priority Management: 3-tier priority 系统 (Trading > Content > Learning) Quick 启动 # 获取 next suggested action python scripts/action_suggester.py --next

# Analyze current 上下文 python scripts/上下文_分析器.py --json

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

组件s

• 上下文 分析器 (scripts/上下文_分析器.py)

Analyzes:

Current time slot (morning_启动up, trading_hours, content_window, etc.) Market 状态 (open/closed) Content 流水线 状态 Pending tasks Recent interactions

• Action Suggester (scripts/action_suggester.py)

生成s suggestions based on:

Time-based rules (trading hours, content window) Market conditions Content 流水线 状态 Pending tasks Learning optimization needs

• Task Initiator (scripts/task_initiator.py)

Proactively proposes tasks with:

Task ID and timestamp Priority level Step-by-step instructions Auto-save to file

• Proactive 监控 (scripts/proactive_监控.py)

Continuous 监控ing:

Daemon mode for background operation Configurable 检查 intervals Alert cooldown management Configuration

Edit config/proactive_config.yaml:

proactive_level: 7 # 1-10, higher = more proactive 监控_interval: 300 # 检查 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 代理 recognizes these time slots:

Time Slot Hours Typical Actions morning_启动up 06:00-09:00 检查 portfolio, review today's plan trading_hours 09:30-15:00 监控 stocks, evaluate opportunities content_window 15:00-17:00 Publish content, 优化 posts evening_routine 17:00-22:00 记录 dAIly summary, 更新 memory night_quiet 22:00-06:00 Stay quiet, minimal alerts Integration With 代理S.md

添加 to 会话 启动up:

• 运行 proactive-代理: python 技能s/proactive-代理/scripts/action_suggester.py --next

With HEARTBEAT.md

添加 to heartbeat 检查s:

python 技能s/proactive-代理/scripts/action_suggester.py --next

Example 输出 [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 助手: 监控 market hours, suggest buy/sell decisions Content 创建器: Remind to publish at optimal times Task 管理器: Proactively propose tasks based on schedule Learning 代理: Suggest performance analysis and improvements Requirements Python 3.7+ Works on Windows/Linux/macOS Change记录 v1.0.0 (2026-03-25) Initial release 上下文 分析器, action suggester, task initiator, proactive 监控 Configuration 系统 Time-based rules