TNT-Likely

    TNT-Likely/PanWatch

    PanWatch — AI stock monitoring for A-shares, HK & US markets, powered by TradingAgents. Portfolio insights, real-time alerts & automated reports.|盯盘侠:覆盖 A股/港股/美股的 AI 盯盘、持仓分析、实时提醒与自动报告。

    ai-agents
    ai
    backend
    llm
    self-hosted
    a-share
    agent
    ai-agent
    akshare
    deepseek
    Python
    MIT
    2.3K stars
    411 forks
    2.3K GitHub watchers
    Updated Oct 28, 2026
    View on GitHub

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    Where it stands

    Rank, growth pace and release cadence relative to everything GStars tracks.

    5 releases in the last 90 days, the latest 5 days ago, with 5 contributors on GitHub.

    Use Cases & Benefits

    • Provides AI-powered real-time stock monitoring, portfolio analysis, alerts, and automated reports for A-shares, Hong Kong, and US markets.
    • Enables self-hosted deployment ensuring data privacy while integrating multi-agent AI decision-making for comprehensive investment insights.
    • Use for managing and analyzing multi-account stock portfolios across different global markets with AI-driven insights.
    • Use for receiving real-time, customizable price and technical indicator alerts via multiple communication channels like Telegram and WeChat.
    • Use for automating daily market reviews and generating investment decision reports using a multi-agent AI framework.

    Should you depend on it?

    License terms, project hygiene and risks, from GitHub metadata and GStars' snapshots.

    License

    MIT

    Permissive: commercial use, modification and redistribution are allowed with attribution.

    Community files

    • README: present
    • Contributing guide: present

    Watch-outs

    No watch-outs from GStars' checks.

    General guidance from repository metadata, not legal advice. How we score

    From the README

    自托管 AI 盯盘助手 · 集成 TradingAgents 多 Agent 投资决策 — A 股 / 港股 / 美股实时监控、持仓管理、智能分析、全渠道推送

    🧠 持仓页点一下 → TradingAgents 9-Agent 投研团队接力分析 → 看多看空辩论 → 风控审查 → PM 决策书,3-5 分钟一条完整推理链,结论直推到你的 IM。

    💡 如果盯盘侠对你有帮助,点右上角 ⭐ Star 支持一下 —— 这是对开源项目最好的鼓励,也能让更多人发现它。

    Excerpt from the TNT-Likely/PanWatch README on GitHub (MIT license). © its authors.Read the full README on GitHub

    Daily snapshots

    Stars gained per day, and how forks and open issues moved, from GStars' daily snapshots

    Sep 22: +155Sep 23: +157Sep 24: +308Sep 25: +18

    +1,129 stars over 38 days across 8 snapshot days; best day +308 on Sep 24.

    Forks

    411+161

    Open issues

    57-6

    Compared with peers in AI Agents

    Fastest-growing repositories GStars tracks in this cohort for the week of Nov 1, by 7-day star growth

    TNT-Likely/PanWatch compared with AI Agents repositories by stars, 7-day star growth, health score and last release
    RepositoryStars+7dHealthLast release
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    stablyai/orca116.8K+6.6K40today
    milind-soni/OpenMausBot13.5K+6.0K45today
    HKUDS/DeepTutor55.5K+5.5K655 days ago
    TNT-Likely/PanWatch2.3K—395 days ago
    Category median55.5K+6.6K40—

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