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Premier League and World Cup Match Analyzer icon

Premier League and World Cup Match Analyzer

Data Analysis Updated 2026.08.30

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Install @user_5ad503e4/worldcup-analyzer according to https://skillhub.cn/install/skillhub.md.

About this skill

Problem

When a user names two football teams and wants a structured pre-match view, manually checking schedules, deciding home/away order, and explaining probability language can be scattered. This skill uses Premier League club matches as the default entry point and keeps World Cup national-team matches as a compatible mode. It outputs home-team win/draw/loss, expected goal difference of home minus away, and schedule or final-result context, not betting advice.

How it works

  • It detects language, competition, and home/away order: mentions of EPL / Premier League or club names default to epl; mentions of World Cup or national teams use worldcup.
  • It calls a backend machine-learning service: POST /matches/epl/simulate/ for EPL and POST /matches/simulate/ for World Cup, with list_epl_schedule() available for kickoff or final-result context.
  • format_prediction() renders the final answer with an automatic disclaimer. When |win_goals| is close to zero, it presents the result as a marginal lean instead of forcing a confident win or loss.
  • The client uses process-local caching: predictions and EPL schedule for 6-hour TTL, team lists for 12-hour TTL. Repeating the same fixture with the same home/away order within 3 days does not consume extra provider credits.

Boundaries

Treat it as a statistical reference only. Do not use it for live commentary, real-time scores, transfer news, bookmaker odds, or betting strategies. Refuse requests for stakes, betting-company odds, or betting advice, and refuse if the user identifies as under 18.

Use Cases

  • When drafting an EPL pre-match piece, retrieve Arsenal vs Chelsea home-side W/D/L and expected goal difference.
  • When writing a World Cup national-team comparison, get Brazil vs Morocco home-view W/D/L and expected goal difference.
  • When assembling EPL fixture context, call schedule data to confirm kickoff time or final result.
  • When evaluating the prediction API, inspect temp-key quota, cache TTL, and 3-day repeated-fixture billing.

Best For

  • Football data engineers who need to wrap EPL and World Cup prediction endpoints into an internal analysis dashboard.
  • Premier League writers who need quick home/away win-draw-loss and expected goal-difference outputs.
  • Product evaluators checking prediction-API quotas, cache behavior, and repeated-fixture billing.
  • Compliance reviewers ensuring the skill attaches disclaimers and refuses betting-related requests.