Use during a World Cup tournament when the published forecast is missing scores martj42 hasn't logged yet — the manual overlay refresh that pulls, ingests, re-fits, re-forecasts and pushes. Also covers how played knockouts condition the forecast and how…
Use when Lengjan has started listing a league we already model and a discovery proposal needs turning into a config edit. Reads data/discovery/proposals.json, drafts the leagues.yml competition entry + team_names, verifies via a dry decide, and presents the…
Use when checking whether the data + model pipeline is healthy, when returning to the project after time away, or when a workflow looks stuck. Runs the read-only health snapshot and triages any breach.
Use when adding a new league to the monorepo. Walks through leagues.yml, Stan model, ingest source, team_names invariant, and verification.
Use when generating fresh recommendations or viewing the current ones. Runs the decide layer (Kelly + portfolio + calibration) and shows the latest recommendations.
Use when refreshing models or running the full pipeline. Runs ingest + odds + fit + decide + publish for specified leagues.
Use when local main has diverged from origin/main due to cron data commits, or when `git pull --rebase` is blocked by dirty working tree. Performs the stash → pull --rebase → pop pattern with conflict guidance.
Use at the end of a work session to verify local main is in sync with origin/main, no leaked stashes/branches/worktrees, and any session WIP is either committed or consciously preserved. Closes the loop on git hygiene.