Connections

Keys & sources

Live connectors behind the desk. Keys stay on the server and never render in the browser.

Already live

football-data.co.uk — no key. Historical EPL CSVs with HC/AC corners.
ESPN scoreboard — no key. Next week’s fixtures and kickoff times.
Open-Meteo — no key required. Archive weather trains the net; kickoff-hour forecast is used for next week.live
xAI Grok — primary AI pull. Grok 4.6 searches regular soccer X accounts and football news, then fills the reserved net slot. 4.5 is the fallback.missing
Google Gemini — backup only if Grok is unavailable. Same eight style neurons.off
Unibet corners — public Kambi feed. Team and match corner lines for the week, no key.live

Optional upgrades

Send these in chat if you want deeper live player coverage.

The Odds API — optional second book for corners. Send THE_ODDS_API_KEY in chat if you have one.
API-Football — injuries and lineups. Free tier is 100 calls/day.
Open-Meteo commercial key — not needed. Only if you already have a customer endpoint.

Account

Sign-in is optional. The model and cache live with the app.

Open sign-in

How Grok is used

Training never sees Grok’s opinions — the reserved slots are jittered around 0.5. At forecast time those slots stay neutral so Refresh Grok cannot move the deployed net. Grok’s per-match notes and corner line only enter when you raise the bias slider.