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Football Match Insight Analysis Report

Data Analysis Updated 2026.08.30

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About this skill

Problem

Football match analysis is often scattered across odds, form, injuries, weather, and model probabilities. Manual notes can drift, and value points or stake allocation may become hard to reproduce. This skill turns an input such as “home team vs away team (league)” into a structured research report for betting-direction analysis, Asian handicap, over/under, score selection, and multi-match combinations.

How It Works

  • Input parsing: extracts home team, away team, and league from natural language; infers the league when missing and marks the inference source.
  • Data collection: prioritizes user-provided data, then supplements recent form, home/away splits, standings and motivation, injuries, weather, odds, Asian handicap lines, over/under markets, H2H history, and ELO / rating signals.
  • Model computation: feeds the collected values into compute_models.py to generate ELO, Poisson, weighted probability tables, and value point f*, reducing manual probability drift.
  • Report assembly: follows a fixed template to produce core contradiction, motivation and injury weights, model consensus and bookmaker direction, and a final decision matrix with S/A/B ratings and stake percentages.
  • Delivery: writes Markdown first for review, then converts it to Word while keeping the .md source.

Boundaries And Notes

The skill is useful for turning fragmented match signals into a checkable analytical framework, but it does not replace live data sources or final betting decisions. Estimated values should be marked as confirmed or estimated, and missing data should use script defaults with a clear sample-estimate label. Outputs are for research reference only; real decisions should account for in-game variables, account risk, and compliance constraints.

Use Cases

  • Research a single betting direction by organizing form, odds, injuries, and producing win probability and value points.
  • Before reviewing Asian handicap or over/under, compare opening to live odds, line moves, and weather effects to form a core contradiction judgment.
  • Prepare a multi-match combination by consolidating S/A/B ratings, stakes, and confidence into one allocation table.
  • Draft a match insight document by assembling model tables, value-point formulas, and the final decision matrix into a Word report.

Best For

  • Individual bettor-researchers following a single match or Asian handicap who want a checkable report on line moves versus fundamentals.
  • Data analysts working on over/under or score predictions who need consistent ELO, Poisson, and weighted probability outputs.
  • Strategy researchers comparing multi-match combinations who want ratings, stakes, and stop-loss conditions in one table.
  • Editors or research assistants who need to convert Markdown match insights into styled Word documents with tables.