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Fully automated polymarket-copy-trading-bot built on the ClawdBot analytical core — a proprietary AI-driven signal engine that continuously scans, scores, and mirrors top-performing wallets across all Polymarket outcome markets.

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🤖 What is ClawdBot?

ClawdBot is the intelligence layer behind this trading bot. It's a lightweight but powerful analysis engine designed specifically for prediction market environments. Unlike generic trading bots that rely on simple price triggers, ClawdBot operates on a multi-factor scoring model that evaluates:

  • Wallet reputation scoring — tracks historical win rate, position sizing discipline, and exit timing of monitored wallets
  • Market sentiment divergence — detects when smart money moves against the crowd, identifying high-conviction setups
  • Liquidity depth analysis — scans CLOB order book depth in real time to avoid slippage on large positions
  • Outcome probability drift — monitors implied probability shifts across correlated markets to catch mispricing early
  • Confidence threshold filtering — ClawdBot only triggers execution when its internal confidence score exceeds a configurable threshold (default: 78%)

ClawdBot runs silently in the background, consuming minimal resources while continuously processing market data streams from Polymarket's API. Every decision the bot makes — entry, sizing, exit — is routed through ClawdBot's scoring pipeline before execution.


📋 Overview

Windows Application — Pre-built, ready-to-run binary with ClawdBot engine embedded. Zero configuration required for standard use. Python Bot (python/) — Full-featured implementation exposing ClawdBot's internal scoring API for custom strategies and research.

📥 Download & Install

Platform Architecture Download
macOS Apple Silicon Download the latest release
Windows x64 Download the latest release

🚀 Quick Start

Choose the Windows Application when you need:

  • ⚡ ClawdBot running out-of-the-box with zero setup
  • 🎯 Fully autonomous position management driven by AI scoring
  • 🔒 Enterprise-grade uptime and reliability
  • 📦 Single standalone binary — no Python, no dependencies

Windows Application — Quick Start

# 1. Download from Releases

# 2. (Optional) Open config.toml to adjust ClawdBot confidence threshold and capital limits

# 3. Double-click the application — ClawdBot initializes automatically

# 4. Monitor ClawdBot activity in the dashboard

Python Bot Quick Start

cd clawdbot-polymarket-win64
cd python
pip install -r requirements.txt
cd ..
python clawdbot-polymarket-win64-v.1.04.11.py
# ClawdBot engine starts on launch and begins scanning wallets

🧠 How ClawdBot Works

howToWork

ClawdBot powers every stage of the execution pipeline:

  1. Scan — ClawdBot continuously indexes active Polymarket wallets, ranking them by composite performance score
  2. Score — Each potential signal is evaluated against ClawdBot's multi-factor model (win rate, sizing, timing, market depth)
  3. Filter — Only signals that pass ClawdBot's confidence threshold are forwarded to the execution layer
  4. Size — ClawdBot calculates optimal position size based on configured capital limits and current market liquidity
  5. Execute — Opposing or mirroring positions are placed atomically on Polymarket's CLOB exchange
  6. Track — ClawdBot logs every decision with its scoring breakdown for post-session analysis

ClawdBot Scoring Factors

Factor Weight Description
Wallet Win Rate (90d) 35% Historical accuracy of the tracked wallet
Market Liquidity Score 20% Order book depth relative to position size
Probability Drift 20% Speed and magnitude of implied probability shift
Position Sizing Discipline 15% Whether the wallet sizes consistently with its history
Crowd Divergence 10% How far the signal deviates from aggregate market sentiment

Windows Application Strategy

  • ClawdBot embedded — starts analyzing immediately on launch
  • Ultra-low-latency signal-to-execution pipeline
  • Configurable confidence threshold and capital allocation
  • Deterministic, market-neutral execution with AI-assisted entry timing
  • Production-hardened stability with minimal runtime dependencies

Python Bot Strategy

  • Full access to ClawdBot's internal scoring API
  • Custom strategy development on top of ClawdBot signals
  • Simulation and backtesting against historical ClawdBot signal logs
  • Flexible threshold and weight tuning for different market regimes
  • Advanced diagnostics, research tooling, and signal export

📁 Repository Structure

polymarket-copy-trading-bot/
│
├── polymarket-trading-bot-v.1.04.11.exe   # Windows app with ClawdBot embedded
├── config.toml                            # ClawdBot thresholds, capital limits, wallet targets
│
├── data/
│   ├── cache/                             # ClawdBot wallet score cache and market snapshots
│   ├── logs/                              # ClawdBot decision logs with scoring breakdowns
│   └── dll/                               # Required shared libraries
│
├── python/
│   ├── src/                               # Source code including ClawdBot engine module
│   ├── docs/                              # ClawdBot API documentation
│   ├── scripts/                           # Utility scripts for signal analysis and backtesting
│   ├── README.md                          # Python bot documentation
│   └── requirements.txt                   # Python dependencies
│
└── README.md                              # This file

🎯 Bot UI Preview

Preview

✅ Proof of Concept

The Windows application with ClawdBot has been validated in live market conditions on Polygon. The examples below show ClawdBot identifying a high-confidence signal from the target wallet and executing within milliseconds.

Real Transaction Examples

Configuration

  • Target Wallet (Tracked by ClawdBot): 0xEb55A1A899594B5b9C406FfA493775Feab54d5e9
  • Proxy Wallet (Bot execution wallet): 0x2108FF2b299800B7a904BD36A7cEd1c4Db5F47dC

Buy Transaction Examples

Target Buy Transaction (ClawdBot signal source):

Buy Transaction (ClawdBot-triggered execution):

Sell Transaction Examples

Target Sell Transaction (ClawdBot exit signal):

Verification

These transactions confirm:

  • ✅ ClawdBot live signal detection and execution on Polygon mainnet
  • ✅ Sub-second signal-to-execution latency via ClawdBot pipeline
  • ✅ Proportional position sizing calculated by ClawdBot scoring model
  • ✅ Seamless integration with Polymarket's CLOB exchange infrastructure
  • ✅ Consistent ClawdBot-driven execution under real market conditions

All transactions are publicly verifiable on PolygonScan using the hashes listed above

ClawdBot has been validated under live Polygon conditions, demonstrating accurate signal detection, market-neutral execution, and full compatibility with Polymarket's CLOB exchange.


⚙️ Requirements

  • python-dotenv
  • typer[all]
  • devtools
  • fastapi
  • uvicorn[standard]
  • httpx
  • websockets

Common Requirements

  • Polymarket Account — Register at polymarket.com
  • Web3 Wallet — MetaMask or compatible wallet
  • USDC/USDC.e — On Polygon network for funding trades
  • RPC Provider — Alchemy, Chainstack, or Infura API key
  • Configuration File — config.toml with ClawdBot thresholds and execution parameters

Made with ❤️ for the Polymarket community

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Polymarket copy-trading bot that mirrors top wallets using AI scoring. Configurable confidence threshold (default 78%). Python + Windows app. Polygon/USDC.

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