🦀 QuantClaw — AI-Powered Quantitative Trading Assistant

What Is This?

QuantClaw is a free AI trading assistant running on the [FMZ Quant Platform]. It communicates with you via [Telegram/DingTalk/Feishu], connecting to your exchange account and top-tier AI models (Claude / GPT-4o / 100+ models available).

You speak naturally, it takes action.

An intelligent strategy framework that deeply integrates large language models into quantitative trading workflows

🔧 Feature Overview

Module	Responsibility	Highlights
Channel	Message I/O abstraction layer	Supports Telegram / DingTalk, easily extensible
Agent	Dialogue understanding & task orchestration	Auto skill selection, multi-round tool calls, context management
LLM Client	LLM communication	Compatible with OpenAI / Anthropic protocols, auto retry
Skill Registry	20+ built-in skills	Market data / Trading / Analysis / Memory / Search / Scheduled tasks / Dynamic code execution
Trader	Trade execution engine	Precision auto-adaptation, slippage control, failure retry
Database	Persistent storage	Conversation history, long-term memory, scheduled tasks
Cron Scheduler	Scheduled task system	Supports cron expressions, one-time monitoring, structured returns
Autonomous Mode	Autonomous exploration	Proactively analyzes markets, searches news, records findings when idle

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✨ Feature Highlights

• 🗣️ Natural Language Trading — Chat to trade, no complex interfaces
• 🧠 Persistent Memory — Remembers your preferences and strategies across sessions
• ⏰ Smart Scheduled Tasks — Price breakout alerts, scheduled reports, condition monitoring
• 🔍 Real-time Information — Integrated Brave Search for latest news
• 🤖 Autonomous Exploration Mode — AI actively monitors while you’re away
• 🛡️ Safety First — Isolated execution environment, trade confirmation mechanism, token budget, permission isolation

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Core Capabilities

💬 Chat Like Talking to a Loyal Assistant

You: What's the BTC price now?
🐾: BTC is currently $97,342.50, 24h change +2.3%, volume $18.5B

You: Buy ETH with 1000U
🐾: Confirm buying ~0.28 ETH (current price $3,571)? Reply "confirm" to execute

You: Confirm
🐾: ✅ Filled 0.279 ETH, avg price $3,573.2, fees auto-deducted

All fund-related operations require AI to show details first and wait for your explicit confirmation before executing. Both spot and futures are supported.

📊 One-Sentence Technical Analysis

You: Analyze BTC technicals
🐾: [Auto-fetching K-lines → Computing MACD/RSI/Bollinger/MA → Returning conclusions]
   BTC $97,342 | Trend: Bullish | MACD: DIF crosses above DEA, golden cross confirmed
   RSI(14): 62.3 neutral-bullish | Bollinger: Price running above middle band
   Suggestion: Short-term bullish, watch $98,500 resistance

AI directly calls TA/talib libraries to compute indicators and return conclusions, instead of dumping raw data. Supports 150+ technical indicators.

One-Sentence Sentiment-Driven Auto Trader

⏰ ²⁴⁄₇ Smart Monitoring & Scheduled Tasks

QuantClaw supports two types of automated tasks:

Condition Monitoring (once type) — Continuously checks, triggers notification once condition is met and auto-deletes:

You: Notify me when BTC hits 100K
🐾: ✅ Monitor created, checking every minute, will notify and auto-delete when triggered

[Some day at 3:00 AM]
🐾: 🔔 Monitor triggered: BTC Breakout Alert
   🚀 BTC broke $100,000! Current price: $100,342.50

Periodic Scheduled (cron type) — Repeats on a fixed schedule:

You: Send me account summary every day at 8 AM
🐾: ✅ Scheduled task created, first report at 8:00 AM tomorrow

[Next morning 8:00]
🐾: ⏰ Daily Account Report
   Total equity: $12,450.32 (+$320.15 / +2.6%)
   BTC position: 0.05, unrealized PnL +$185
   ETH position: 0.28, unrealized PnL +$42

Scheduled tasks can also invoke AI analysis and web search, easily building a news sentiment bot:

You: Search crypto news every day at 8 AM and analyze market sentiment, send to me
🐾: ✅ Created. Every day at 8:00 auto-search news → AI analyze sentiment → push report

🧠 Persistent Memory

You: I prefer using 5x leverage
🐾: Noted your leverage preference: 5x

[New conversation three days later]
You: Open a BTC long position for me
🐾: Based on your preference, will use 5x leverage. Confirm?

All memories are stored in SQLite database, persistent across restarts. When memories accumulate, one-click compression: AI auto-summarizes, removes redundancy, retains core information.

🔍 Real-time Web Search

Integrated with Brave Search, AI can proactively search for latest news, project info, and market analysis:

You: Any big ETH news recently?
🐾: [Searching...] Key news in the past 24 hours:
   1. Ethereum completed Pectra upgrade, gas fees reduced by 40%
   2. BlackRock ETH ETF single-day inflow of $210M sets new record
   ...

🤖 Autonomous Exploration Mode (Optional)

When enabled, AI proactively performs valuable tasks while you’re offline: - Check position price changes and technical indicators - Search for latest news related to holdings - Assess account risk exposure - Record important findings to memory for your review when you come online

You can control exploration frequency, token budget, whether trading is allowed, and report detail level.

📈 Equity Tracking

Automatically records account equity changes and generates profit/loss curves. Configurable change threshold to only record meaningful fluctuations.

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📡 Multi-Channel Support

Channel	Best For	Features
Telegram	Individual users, globally available	Chat ID whitelist, typing status display
DingTalk	Domestic enterprise users	Stream long-connection mode
Feishu	Domestic enterprise users	Stream long-connection mode

All channels have identical functionality. Choose based on your usage scenario.

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🔐 Security Design

• Trade Confirmation Required: Buy, sell, and close operations — AI always shows details first and waits for your explicit confirmation
• Channel Whitelist: Telegram can lock Chat IDs (multiple supported), stranger messages are ignored
• Data Persistence: Conversation logs, memories, scheduled tasks all stored in SQLite, persistent across host restarts
• Controllable Autonomous Mode: Trading permissions off by default, token budget controllable, report level selectable
• Factory Reset: Say “Factory Reset” to clear everything (requires secondary confirmation)

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🛠️ Complete Skill List

Skill	Description
get_ticker	Get real-time quotes (latest price, bid/ask, 24h data)
get_account	Query account balance (available, frozen)
get_positions	Query position info (quantity, avg price, PnL, direction)
get_equity	Calculate total account equity
get_klines	Get K-line history (supports 1m~1d periods)
place_order	Market order (auto precision, slippage, retry)
close_position	Close position (supports partial close)
get_open_orders	Query open/pending orders
cancel_order	Cancel order
execute_code	Dynamic JS code execution, access all FMZ APIs and 150+ TA-Lib indicators
web_search	Brave Search web search
web_request	Custom HTTP requests
remember / recall / forget	CRUD for persistent memory
compress_memory	AI auto-compress all memories
create_scheduled_task	Create scheduled/monitoring tasks (cron or once type)
list / delete / toggle / run	Manage scheduled tasks
factory_reset	Reset all data (requires secondary confirmation)

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Who Is This For?

You are…	QuantClaw can help you…
Trading beginner	Operate with natural language, no need to learn code or complex interfaces
Office worker / Part-time trader	24⁄7 monitoring and price alerts, work with peace of mind
Quant developer	Quickly validate strategy ideas, one-sentence technical analysis
Professional trader	Efficient execution, scheduled reports, multi-indicator monitoring, autonomous exploration

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🚀 Get Started in 5 Minutes

1. Create a Telegram Bot, DingTalk app, or Feishu app (detailed tutorials in the manual)
2. Get an LLM API Key (OpenRouter recommended, one key for 100+ models)
3. Fill in parameters on FMZ platform, start the strategy

Then? Just send a message to your Bot.

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⚠️ Disclaimer

QuantClaw is a utility trading assistant. AI provides information queries, technical analysis, and trade execution capabilities, and does not constitute any investment advice. All trading decisions are made by users at their own risk. Cryptocurrency trading involves high risk — please operate carefully according to your own risk tolerance.