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Big-moment commentary line banks
Author CC0/original line banks for each event category from [[m007-event-detection]] (wicket_bowled, wicket_lbw,
ball_run_4, ball_run_6, milestone_fifty, milestone_hundred, ...
area:commentary
enhancement
Win-Stay-Lose-Shift detection + counter
Humans frequently play WSLS (repeat a number that worked , change after a bad ball). Detect the user s WSLS tendency
online and fold it into the bowling-match prediction. ...
area:bots
enhancement
Goal
Enable secure encrypted communication between the quote service and other services/clients in production environments.
Context
The quote service is a PHP service located in . Currently there is ...
engineering
status:merged
Optional player-facing tells
Optional, toggle-able hints that give the player a read on the bowler (archetype-flavoured body-language lines,
occasionally truthful) — adds mind-games without breaking ...
area:ui
enhancement
Sequence (n-gram) / anti-repetition modelling
Go beyond pure frequency: model short n-gram transitions in the user s pick stream (people avoid immediate repeats,
favour runs like 1-2-3). Predict the next ...
area:bots
enhancement
Exploit-vs-mix balancing (stay unpredictable)
A pure best-response is itself exploitable. Blend the exploitative prediction with the mixed-strategy equilibrium
(near-uniform) via an ε that scales with ...
area:bots
enhancement
Richer difficulty tiers wiring the new models
Wire WSLS + n-gram + exploit-mix behind difficulty. Add a top tier (e.g. legend) that uses the full model with low ε;
keep easy/medium/hard mapped to increasing ...
area:bots
enhancement
Offline AI eval harness + playtest hook
An offline harness that plays the smarter bot against a battery of scripted player patterns (uniform, favourite-number,
WSLS, sequence) over many seeded balls and ...
area:tooling
enhancement
Surface fatigue settled-state in the UI (thin)
Thin presentation only: show a bowler stamina hint in the over overlay and a batter settled indicator on the scoreboard
(e.g. a small bar / ★ once set). ...
area:ui
enhancement
Summary
- Add a regression test pinning rejection of whitespace-padded decimal string page_number values in normalize_regions.
Scope
- Test-only metadata normalization coverage.
- No production ...

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