Binance アルツラフト市場の金融分析ツール

• •OpenAI API Key

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          "systemMessage": "You are the **Binance Spot Market Financial Analyst AI Agent**, tasked with interpreting natural-language trading queries and generating **multi-timeframe, indicator-driven market analysis** for any Binance spot symbol.\n\nYour core responsibility is to orchestrate real-time price tools and technical indicator sub-agents to **diagnose trend conditions, volatility shifts, and market momentum**, and return a structured report formatted for Telegram.\n\n---\n\n### 🔗 Connected Tools & Agents\n\n#### 1. **Price & Market Structure Tool**\n\nWorkflow: `Binance SM Price-24hrStats-OrderBook-Kline Tool`\nReturns:\n\n* `getCurrentPrice`\n* `get24hrStats`\n* `getOrderBook`\n* `getKlines`\n  Input:\n\n```json\n{\n  \"message\": \"<SYMBOL>\",\n  \"sessionId\": \"<Telegram Chat ID>\"\n}\n```\n\n#### 2. **Timeframe-Based Technical Indicator Agents**\n\nEach uses the latest Binance kline data (limit: 40) to calculate:\n\n* **RSI** (14)\n* **MACD** (12/26/9)\n* **Bollinger Bands** (20/2)\n* **SMA / EMA** (20)\n* **ADX** (+DI, −DI, 14)\n\nAgents:\n\n* `Binance SM 15min Indicators Agent`\n* `Binance SM 1hour Indicators Agent`\n* `Binance SM 4hour Indicators Agent`\n* `Binance SM 1day Indicators Agent`\n\nInput to each agent:\n\n```json\n{\n  \"message\": \"<SYMBOL>\",\n  \"sessionId\": \"<Telegram Chat ID>\"\n}\n```\n\n---\n\n### 🧠 Decision Engine & Routing Logic\n\nYou must:\n\n* Extract the **symbol** and **implied timeframe** from the user query.\n* If no timeframe is given, default to:\n\n  * **Short-Term**: 15m + 1h\n  * **Mid-Term**: 1h + 4h\n  * **Long-Term**: 1d + 4h\n* Route data requests in parallel across tools\n* Merge raw metrics into a final structured insight\n\n---\n\n### 📤 Telegram Output Template\n\nReturn your final result in this format:\n\n```\n📊 <SYMBOL> Market Snapshot\n\n💰 Price: $63,220  \n📈 24h Change: +2.3%  \n📊 Volume: 45,210 BTC\n\n🧪 Technical Summary:\n• 1h RSI: 68 (Bullish)  \n• MACD: Crossover Up  \n• BB Width: Narrowing (Possible Breakout)  \n• ADX: 32 (Strong Trend)  \n\n📉 Support: $61,900  \n📈 Resistance: $63,800\n```\n\n---\n\n### ✅ Input Handling Notes\n\n* Input: Human questions like \"How’s BTC doing today?\" or \"Is SOL bullish in the 4h chart?\"\n* If timeframe is missing, **infer intent**\n* If symbol is missing, prompt: “Which token would you like me to analyze?”\n* All agents and tools **must return cleaned JSON**, avoid raw API output"
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        "description": "This tool is a delegated sub-agent workflow that provides low-level market data from the Binance Spot Market in response to upstream AI reasoning. It is used by higher-level agents (e.g. the Financial Analyst Agent) to retrieve structured financial metrics and price data for any cryptocurrency pair.\n\n🔧 What It Does:\nThis agent accepts a symbol-based message input and returns Binance API data for:\n\n✅ getCurrentPrice – Latest market price for a trading pair (e.g., BTCUSDT)\n\n✅ get24hrStats – 24-hour price change, high/low, volume, and close stats\n\n✅ getOrderBook – Real-time order book (bids/asks) with adjustable depth\n\n✅ getKlines – Candlestick OHLCV data for technical analysis",
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        "description": "This agent focuses on retrieving and analyzing 4-hour timeframe technical indicators for Binance Spot Market trading pairs. It provides a medium-term view of trend strength, volatility, and momentum shifts—ideal for swing trading analysis and macro-level setups.\n\n🔧 What It Does:\nWhen triggered, the agent queries the Binance SM 4hour Indicators Tool workflow and returns a curated set of technical indicator values, such as:\n\n✅ RSI (Relative Strength Index)\n\n✅ MACD (Moving Average Convergence Divergence)\n\n✅ Bollinger Bands\n\n✅ SMA / EMA\n\n✅ ADX (Trend Strength)\n\nThese indicators are derived from recent 4-hour candlestick data (typically the last 20 bars) and formatted for human-readable AI response generation.",
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        "content": "## Trigger: Parent Workflow Call\nNode: When Executed by Another Workflow\nThis agent does not start on its own. It is always triggered from a higher-level agent, like:\n\n**Binance Quant AI Agent**\n\nCustom multi-timeframe analyzers"
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        "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Memory Context\nNode: **Simple Memory\nStores the session ID, message, and interim indicator values** for cross-tool alignment. Enables:\n\nMulti-turn dialogue logic\n\nTrend comparison across timeframes\n\nReport reuse if repeated query is made"
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        "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n## AI Engine\nNode: OpenAI Chat Model\nModel: **gpt-4.1-mini** or compatible\nUsed to:\n\nInterpret values from all indicator tools\n\nLabel behavior: **“Overbought,” “MACD Cross Up,” “Volatility Spike”**\n\nOutput final snapshot in clean Telegram format"
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        "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Price & Structure Tool\nNode: **Binance SM Price-24hrStats-OrderBook-Kline Agent**\nReturns raw metrics:\n\n✅ Current Price\n\n✅ 24hr Stats (OHLCV)\n\n✅ Order Book Depth (top 100 bids/asks)\n\n✅ Kline snapshots (15m, 1h, 4h, 1d)\n\nAll data is Telegram-optimized before AI formatting.\n\n"
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        "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Technical Indicator Agents\nEach tool receives the same inputs:\n\njson\n{\n  \"message\": \"BTCUSDT\",\n  \"sessionId\": \"539847013\"\n}\n\n🔸 **15m Indicator Agent**\nDetects **fast-changing intraday signals** (scalping, fakeouts)\n\n\nEach calculates:\n\nRSI (14)\n\nMACD (12/26/9)\n\nBBANDS (20/2)\n\nSMA/EMA (20)\n\nADX (+DI / −DI, 14)"
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        "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Technical Indicator Agents\nEach tool receives the same inputs:\n\njson\n{\n  \"message\": \"BTCUSDT\",\n  \"sessionId\": \"539847013\"\n}\n\n🔸 **1h Indicator Agent**\nBest for **momentum confirmation or breakout acceleration**\n\n\nEach calculates:\n\nRSI (14)\n\nMACD (12/26/9)\n\nBBANDS (20/2)\n\nSMA/EMA (20)\n\nADX (+DI / −DI, 14)"
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        "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Technical Indicator Agents\nEach tool receives the same inputs:\n\njson\n{\n  \"message\": \"BTCUSDT\",\n  \"sessionId\": \"539847013\"\n}\n\n🔸 **4h Indicator Agent**\n**Macro view of medium-term setups and volume confirmation**\n\nEach calculates:\n\nRSI (14)\n\nMACD (12/26/9)\n\nBBANDS (20/2)\n\nSMA/EMA (20)\n\nADX (+DI / −DI, 14)"
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        "content": "\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n## Technical Indicator Agents\nEach tool receives the same inputs:\n\njson\n{\n  \"message\": \"BTCUSDT\",\n  \"sessionId\": \"539847013\"\n}\n\n\n🔸 1**d Indicator Agent**\n**High-timeframe sentiment, ideal for swing trade direction**\n\nEach calculates:\n\nRSI (14)\n\nMACD (12/26/9)\n\nBBANDS (20/2)\n\nSMA/EMA (20)\n\nADX (+DI / −DI, 14)"
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        "content": "## Primary Reasoning Agent\nNode: Binance SM Financial Analyst Agent\nThis is the orchestrator that:\n\n**Parses the symbol** and optional timeframe from user input\n\nSelects **tools dynamically**\n\n**Merges all results into one final report**\n\n"
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        "content": "# 📊 Binance SM Financial Analyst Tool – Documentation\n\nA central orchestrator that fuses market structure data and technical indicators across all relevant timeframes, preparing them for final trading analysis inside the Quant AI system.\n\n---\n\n## 🎯 Purpose\n\nThis tool is responsible for:\n\n* Parsing Telegram-style prompts from the master agent\n* Routing data requests to all relevant indicator tools (15m, 1h, 4h, 1d)\n* Fetching price, volume, order book, and kline structure\n* Merging all responses and returning a clean, readable summary\n\n---\n\n## 🧩 Connected Sub-Agents\n\n| Sub-Agent Tool                           | Role                                                     |\n| --------------------------------------   | -------------------------------------------------------- |\n| ✅ Binance SM 15min Indicators Tool       | Short-term volatility and reversals                      |\n| ✅ Binance SM 1hour Indicators Tool       | Intraday momentum and trend formation                    |\n| ✅ Binance SM 4hour Indicators Tool       | Swing trend analysis and confirmation                    |\n| ✅ Binance SM 1day Indicators Tool        | Macro trend detection and directional bias               |\n| ✅ Binance SM Price/24hStats/Kline Tool   | Raw market structure: OHLCV, order book, real-time price |\n\n---\n\n## ⚙️ Workflow Architecture\n\n| Section                             | Description                                                     |\n| ----------------------------------- | --------------------------------------------------------------- |\n| 🔄 **Trigger:**                     | Executed by Quant AI Agent or Telegram Bot Handler              |\n| 💬 **LLM Reasoning (gpt-4o-mini):** | Interprets queries, symbol, timeframe, intent                   |\n| 🧠 **Session Memory:**              | Tracks `sessionId`, symbol history, multi-turn intent           |\n| 📥 **Input Format:**                | `{ \\\"message\\\": \\\"SOLUSDT\\\", \\\"sessionId\\\": \\\"123456789\\\" }`    |\n| 🔁 **Tool Calls:**                  | Invokes all indicators and market data tools in parallel        |\n| 📊 **Merge Results:**               | Combines indicators + price + order book into structured output |\n| 📤 **Final Output:**                | Telegram-ready HTML summary (text only, no raw JSON)            |\n\n---\n\n## 📏 Timeframe Logic\n\n| Case           | Action                                            |\n| -------------- | ------------------------------------------------- |\n| No timeframe   | Default to `15m + 1h` (short-term snapshot)       |\n| Broad question | Return `1h + 4h + 1d` data (medium- to long-term) |\n| Symbol missing | Ask user to clarify the token or asset symbol     |\n\n---\n\n## 🖥️ Telegram Output Format\n\n```\n📊 ETHUSDT Market Overview\n\n💰 Price: $3,680  \n📉 24h Stats: High $3,720 | Low $3,580 | Volume: 920,000 ETH\n\n🧪 4h Technical Indicators:\n• RSI: 62.1 → Neutral-Bullish  \n• MACD: Crossover Up  \n• BB: Price near upper band  \n• ADX: 27.9 → Growing Trend\n\n📈 Resistance: $3,740  \n📉 Support: $3,600\n```\n\n---\n\n## ✅ Use Case Scenarios\n\n| Scenario                               | Result                                                     |\n| -------------------------------------- | ---------------------------------------------------------- |\n| User asks: “Show me BTC outlook today” | 15m + 1h + 1d analysis merged and summarized               |\n| User asks: “How is DOGE trending?”     | Indicator agent fetch + live price + structure returned    |\n| Input lacks timeframe                  | Defaults to short + medium scopes with follow-up if needed |\n\n---\n\n## 🚀 Support & Licensing\n\n🔗 **Don Jayamaha – LinkedIn**\n[http://linkedin.com/in/donjayamahajr](http://linkedin.com/in/donjayamahajr)\n\n© 2025 Treasurium Capital Limited Company. All rights reserved.\nThis AI automation system, including logic, code, prompt flows, and architectural structure, is proprietary intellectual property of **Treasurium Capital Limited Company**. Reproduction, redistribution, or resale is strictly prohibited without express license.\n"
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