What files are generated by the forecasting workflow?

The skill generates a CSV containing time-indexed predictions, a PNG visualization showing the forecast trend, and a summary text report of the execution.

What are the prerequisites for using this skill?

You will need a Nixtla TimeGPT API key set as an environment variable (NIXTLA_TIMEGPT_API_KEY) and Python 3.8+ with the nixtla and pandas packages installed.

How does this help with trading strategy?

By forecasting when liquidity will be highest or spreads will be lowest, traders can schedule large orders to execute during periods of maximum market efficiency, reducing costs.

What is the Nixtla Liquidity Forecaster?

It is a Claude Code skill that leverages Nixtla's TimeGPT model to predict future market depth and bid-ask spreads based on historical orderbook data.

Which data sources does this skill support?

The skill is pre-configured to fetch and process data from the Polymarket API, but its TimeGPT forecasting logic can be adapted for various financial data sources.

Nixtla Liquidity Forecaster

Name: Nixtla Liquidity Forecaster
Author: intent-solutions-io

byintent-solutions-io

0•

Ciencia de Datos y ML

Predicts market orderbook depth and bid-ask spreads to optimize trade execution timing using Nixtla TimeGPT and historical market data.

The Nixtla Liquidity Forecaster is a specialized Claude Code skill designed for traders and financial analysts to anticipate market conditions on platforms like Polymarket. By integrating historical trade data and orderbook snapshots with the power of Nixtla’s TimeGPT, this skill automates the complex process of fetching market data, calculating essential liquidity metrics, and generating high-accuracy time-series forecasts. It is exceptionally useful for determining the optimal timing for large order executions by predicting when slippage will be minimal and market depth will be at its peak, providing users with visual reports and actionable data-driven insights directly within their development environment.

Características Principales

01Generates visual plots comparing historical data with predicted trends

02Produces structured CSV outputs and detailed summary reports for analysis

03Predicts future orderbook depth and bid-ask spread evolution

04Integrates Nixtla TimeGPT for advanced time-series forecasting

05Automates data retrieval from Polymarket API using market identifiers

060 GitHub stars

Casos de Uso

01Optimizing trade execution timing to minimize slippage on large orders

02Forecasting bid-ask spread volatility for cryptocurrency and sports outcome markets

03Analyzing liquidity patterns and depth changes in prediction markets

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add intent-solutions-io/plugins-nixtla nixtla-liquidity-forecaster

For use in Claude.ai and ChatGPT

Download Skill