odds-analysis

Convert betting odds to no-vig implied probabilities and equivalent line formats.

1|Updated May 5, 2026
One-click install
npx skills add https://github.com/sports-data-hq/hockey-skills --skill odds-analysis-sports-data-hq
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: odds-analysis
Source: https://github.com/sports-data-hq/hockey-skills/tree/main/skills/odds-analysis
Command: npx skills add https://github.com/sports-data-hq/hockey-skills --skill odds-analysis-sports-data-hq

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill removes bookmaker margin from betting odds and converts between American, decimal, and fractional formats so you can see the true implied probabilities behind a market.

Core Features & Use Cases

  • Devigging Methods: Calculates no-vig probabilities using multiplicative, power, Shin, and worst-case approaches.
  • Odds Conversion: Translates between American, decimal, and fractional odds with clear probability outputs.
  • Betting Analysis: Useful for comparing sportsbook prices, building fair lines, and preparing edge detection workflows.
  • Example Use Case: A bettor can paste a moneyline market like +150 and -180, and the Skill will return raw implied probabilities, vig, devigged probabilities, and equivalent no-vig lines.

Quick Start

Ask the Skill to devig a sportsbook market and return the true implied probabilities and no-vig lines for each side.

Frequently Asked Questions about odds-analysis

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

FAQPage Schema
How do I remove the vig from sports betting odds to find true implied probability?

Removing the vig from betting odds calculates no-vig implied probabilities using multiplicative, power, Shin, and worst-case devigging methods. This process strips the bookmaker margin from the market to reveal the true underlying likelihood of each outcome.

What is the Shin method for devigging sportsbook odds?

The Shin method for devigging odds is a mathematical approach to remove bookmaker margin and calculate fair probabilities. It adjusts raw implied probabilities to account for favorite-longshot bias, providing accurate no-vig lines for two-sided and three-outcome markets.

How do I convert American odds to decimal and fractional formats?

Converting American odds to decimal and fractional formats translates the price representations while calculating their raw implied probabilities. This conversion allows bettors to compare sportsbook prices and build fair lines across different odds display formats.

Can I calculate no-vig lines for three-outcome markets like soccer moneylines?

Calculating no-vig lines for three-outcome markets like soccer moneylines supports fair probability extraction. The devigging process applies multiplicative, power, Shin, or worst-case methods to remove the margin across all three outcomes simultaneously.

What is the best way to compare sportsbook prices for moneylines and props?

Comparing sportsbook prices for moneylines and props involves converting the odds to devigged probabilities to identify fair market lines. This analysis calculates the raw implied probability and vig for each book, highlighting discrepancies for downstream edge detection.

Does devigging work for both two-sided markets and totals?

Devigging works effectively for both two-sided markets and totals by removing the bookmaker margin to produce true implied probabilities. It supports margin removal across various bet types, enabling accurate line building and edge analysis workflows.