polymarket-analytics

Build a full-stack analytics dashboard for live Polymarket data.

Updated Mar 10, 2026
One-click install
npx skills add https://github.com/JoshuaQSH/polymarket-analytics --skill polymarket-analytics
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: polymarket-analytics
Source: https://github.com/JoshuaQSH/polymarket-analytics/tree/main/skills
Command: npx skills add https://github.com/JoshuaQSH/polymarket-analytics --skill polymarket-analytics

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Polymarket Analytics provides a full-stack dashboard that fetches live market data, renders event lists ranked by activity, highlights near-50% probability opportunities, and enables lightweight quantitative strategies with exportable, LLM-ready data.

Core Features & Use Cases

  • Full-stack dashboard (Python/FastAPI backend + React frontend) for prediction markets.
  • Live data ingestion from Gamma, CLOB, and data APIs; event ranking by participant count and liquidity.
  • Yes/No price history visualization and basic strategy evaluation.
  • Lightweight strategy engine with results pages and LLM-ready data export for fine-tuning.
  • GitHub Pages deployment of a sub-page and clear project structure for debugging and extension.

Quick Start

Install the backend and frontend locally and run uvicorn for the backend and Vite dev server for the frontend to view the Polymarket Analytics dashboard.

Frequently Asked Questions about polymarket-analytics

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I build a Polymarket analytics dashboard with FastAPI and React?

A Polymarket analytics dashboard uses a FastAPI backend for live data ingestion from Gamma and CLOB APIs, paired with a React frontend to render event lists, price histories, and strategy results. It provides a modular full-stack structure with CI, Docker, and tests.

Can I export live prediction market data for LLM fine-tuning?

Yes, you can export prediction market data for LLM fine-tuning by running the dashboard's lightweight strategy engine. It processes live Polymarket event data and generates LLM-ready datasets formatted for model training and quantitative analysis.

What's the best way to rank Polymarket events by activity and liquidity?

Ranking Polymarket events by activity requires ingesting live market data via Gamma and CLOB APIs. The dashboard fetches participant counts and liquidity metrics, then renders events ordered by market engagement and highlights near-50% probability opportunities.

Does the Polymarket analytics dashboard support GitHub Pages deployment?

Yes, the Polymarket analytics dashboard supports GitHub Pages deployment. The project structure includes documented workflows for CI, Docker, and tests, enabling you to deploy the React frontend as a GitHub Pages sub-page for public access.

How do I visualize Yes/No price history for prediction markets?

Visualizing Yes/No price history involves fetching live CLOB price data through the FastAPI backend. The React frontend renders historical price charts, enabling basic strategy evaluation against near-50% probability market opportunities.

Do I need Docker and uvicorn to run a local Polymarket data visualization project?

You need uvicorn to serve the FastAPI backend and Vite dev server for the React frontend locally. Docker is included in the project structure for containerized deployment, but local development primarily relies on running these specific servers.