alphaear-signal-tracker
A collection of Awesome Finance Agent Skills for free and easy to start | 一系列开源免费的金融分析Agent Skills
npx skills add https://github.com/rkiding/awesome-finance-skills --skill alphaear-signal-trackerقم بتثبيت هذه المهارة باستخدام واجهة سطر الأوامر (CLI) وابدأ في استخدام سير عمل SKILL.md في مساحة عملك.
🧠 Awesome Finance Skills
Transform your AI agent into a Wall Street analyst in seconds.
A plug-and-play skill collection that empowers LLMs with real-time news, stock data, sentiment analysis, logic visualization, and market prediction capabilities.
🚀 New: DeepEar Live Demo (Free Lite Version) is now online: https://deepear.vercel.app/
🇬🇧 English
✨ Highlights
| 📰 Real-time News & Trends | 📊 Logic Chain Visualization | 🔮 AI-Powered Prediction |
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| Aggregate hot news from 10+ sources (Cailian, WSJ, Weibo, Polymarket...) | Auto-generate transmission chain diagrams explaining market impact | Kronos model forecasts with news-aware adjustments |
🚀 Quick Start
Option 1: One-Step Install (Recommended)
You can now install individual skills directly using npx skills:
# Install a specific skill (e.g., alphaear-news)
npx skills add RKiding/Awesome-finance-skills@alphaear-news
# Or search for all the skills and then select one
npx skills find "alphaear"
Option 2: Manual Installation
# Clone the repository
git clone https://github.com/RKiding/Awesome-finance-skills.git
# Copy skills to your agent (example for OpenCode)
cp -r Awesome-finance-skills/skills/* ~/.config/opencode/skills/
That's it! Your agent now understands finance. Try asking:
"分析贵金属跳水对A股的影响"
"Analyze how the gold crash affects A-shares"
🔗 Live Demo: See it in action →
📦 Included Skills
| Skill | Description | Key Feature |
|---|---|---|
| alphaear-news | Real-time financial news & trends | 10+ sources, Polymarket data |
| alphaear-stock | A-Share, HK & US stock data | Ticker search, OHLCV, Fundamentals |
| alphaear-sentiment | FinBERT / LLM sentiment analysis | Score: -1.0 ~ +1.0 |
| alphaear-predictor | Kronos time-series forecasting | News-aware adjustments |
| alphaear-signal-tracker | Investment signal evolution | Strengthen / Weaken / Falsify |
| alphaear-logic-visualizer | Transmission chain diagrams | Draw.io XML output |
| alphaear-reporter | Professional report generation | Plan → Write → Edit → Chart |
| alphaear-search | Web search & local RAG | Jina / DDG / Baidu |
🔧 Integration Guide
Awesome Finance Skills supports multiple agent frameworks:
| Framework | Scope | Installation Path |
|---|---|---|
| Antigravity | Workspace | <workspace>/.agent/skills/<skill>/ |
| Global | ~/.gemini/antigravity/global_skills/<skill>/ |
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| OpenCode | Project | .opencode/skills/<skill>/ or .claude/skills/<skill>/ |
| Global | ~/.config/opencode/skills/<skill>/ |
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| OpenClaw | Workspace | <workspace>/skills (highest priority) |
| Managed | ~/.openclaw/skills |
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| Claude Code / Codex | Personal | ~/.claude/skills/ or ~/.codex/skills/ |
| Project | .claude/skills/ |
💡 Each skill folder must contain a
SKILL.mdfile.
🔗 Related Project
For a complete autonomous financial analysis framework, check out:
🇨🇳 中文
🚀 全新: DeepEar 在线演示 (免费Lite版) 现已上线: https://deepear.vercel.app/
✨ 核心亮点
| 📰 实时新闻聚合 | 📊 逻辑链路可视化 | 🔮 AI 智能预测 |
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| 聚合财联社、华尔街见闻、微博、Polymarket 等 10+ 信源 | 自动生成传导链路图，直观解释市场影响 | 基于 Kronos 模型的时序预测，结合新闻情绪调整 |
🚀 快速开始
方式一：一键安装（推荐）
现在你可以使用 npx skills 直接安装单个技能：
# 安装指定技能（如：alphaear-news）
npx skills add RKiding/Awesome-finance-skills@alphaear-news
# 或者搜索更多金融技能
npx skills find "get the finance news (alphaear-news)"
方式二：手动安装
# 克隆仓库
git clone https://github.com/RKiding/Awesome-finance-skills.git
# 复制技能到你的 Agent（以 OpenCode 为例）
cp -r Awesome-finance-skills/skills/* ~/.config/opencode/skills/
搞定！ 你的 Agent 现在已经拥有金融分析能力。试试问它：
"分析贵金属跳水对A股的影响"
🔗 在线演示: 查看实战效果 →
📦 技能清单
| 技能 | 功能描述 | 核心特性 |
|---|---|---|
| alphaear-news | 实时财经新闻与热点趋势 | 10+ 信源，Polymarket 数据 |
| alphaear-stock | A股/港股/美股行情与基本面 | 股票搜索、OHLCV、个股基本面 |
| alphaear-sentiment | FinBERT / LLM 情感分析 | 评分范围: -1.0 ~ +1.0 |
| alphaear-predictor | Kronos 时序预测模型 | 结合新闻情绪动态调整 |
| alphaear-signal-tracker | 投资信号演化追踪 | 强化 / 弱化 / 证伪 |
| alphaear-logic-visualizer | 传导链路图生成 | 输出 Draw.io XML |
| alphaear-reporter | 专业研报生成 | 规划 → 撰写 → 编辑 → 图表 |
| alphaear-search | 全网搜索与本地 RAG | 支持 Jina / DDG / 百度 |
🔧 技能接入指南
Awesome Finance Skills 支持多种主流 Agent 框架：
| 框架 | 作用域 | 安装路径 |
|---|---|---|
| Antigravity | 工作区 | <workspace>/.agent/skills/<skill>/ |
| 全局 | ~/.gemini/antigravity/global_skills/<skill>/ |
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| OpenCode | 项目 | .opencode/skills/<skill>/ 或 .claude/skills/<skill>/ |
| 全局 | ~/.config/opencode/skills/<skill>/ |
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| OpenClaw | 工作区 | <workspace>/skills（优先级最高） |
| 托管 | ~/.openclaw/skills |
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| Claude Code / Codex | 个人 | ~/.claude/skills/ 或 ~/.codex/skills/ |
| 项目 | .claude/skills/ |
💡 每个技能文件夹需包含
SKILL.md文件。
🔗 完整框架
如需完整的自动化金融分析框架，请关注：