Polymarket Trader 1.0.0v1.0.1

A quantitative analyst designs a mispricing model for BTC 1h Up/Down markets on Polymarket, using Binance data as an anchor to compute fair probabilities and identify edges. They integrate regime filters to adapt to market trends or ranges, and run parameter sweeps with bundled scripts to optimize entry and exit thresholds for profitability.

A trading engineer debugs bad entries or exits in a BTC trading bot by analyzing events.jsonl and state.json logs. They use the skill's explain_fills.py script to cross-reference trades with Binance-derived metrics like fair probability and z-scores, ensuring trades align with the strategy's rules and identifying anomalies.

A researcher conducts offline analysis of BTC price movements and Polymarket predictions to study market efficiency. They fetch Binance klines and compute regime metrics to understand volatility patterns, using the skill to validate hypotheses about mispricing opportunities in prediction markets.

A risk manager monitors a trading strategy's adherence to anti-churn and risk rules by validating logs and exit logic. They ensure trades only occur with measurable edge and proper directional guardrails, using the skill to flag nonsensical trades and maintain regulatory compliance.

An educator uses this skill in a training program to teach students about building and tuning crypto trading strategies. Students learn to compute fair probabilities, apply regime filters, and analyze trade outcomes with bundled scripts, gaining hands-on experience in algorithmic trading.

Offer this skill as a cloud-based service where users can upload their trading data and access automated analysis tools. Revenue is generated through subscription tiers based on usage frequency, data processing limits, and advanced features like real-time alerts and custom parameter tuning.

Provide consulting services to financial firms for integrating this skill into their existing trading systems. Revenue comes from project-based fees for customization, training, and ongoing support to optimize strategy performance and ensure seamless operation with their infrastructure.

Leverage the skill's data processing capabilities to offer analytics dashboards and reports on BTC market trends and Polymarket predictions. Revenue is generated by selling access to insights, premium reports, and API calls for automated data feeds to traders and researchers.