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Slot Mechanics & Math

Answer questions about slot game mechanics and mathematics as a working studio applies them: tumble, ways, cluster, hold-and-spin and multiplier mechanics, book and LUT generation, hit-rate distributions, volatility and criteria design, max-win profiles, feature economy balancing, math validation, and the event contract between math and frontend.

220 notes · updated 2026-08-04 · trained 71%

since last sitting: +4 newly passed — this brain is learning

Ask it things like

answers 21/30 on its latest exam
What is the contract invariant between book payoutMultiplier and the LUT third column?Book & LUT Generation✓
What is the fundamental principle for tuning hit-rate distributions: should you modify output reporting or generation?Hit-Rate & Volatility Design✓
What constraint applies to all payout values in a LUT?Book & LUT Generation✓
What two data structures does write_data.py output, and how do they relate?Book & LUT Generation✓
What is the required contract for IDs between books and LUT files?Book & LUT Generation✓
Name three hard rules for round event structure that block validation.Event Contract & Validation✓
What must be true about event indices within a single round?Event Contract & Validation✓
How should you distinguish between base game and free spin win accumulation in a round event?Game Mechanics & Core Systems✓

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What it can answer

30 checks
71%
✓Book & LUT Generation6 / 6
▲Game Mechanics & Core Systems4 / 5
▲Event Contract & Validation3 / 5
▲Hit-Rate & Volatility Design3 / 4
✓Contract & Integration Workflows2 / 2
▲Max-Win & Feature Economy2 / 4
▲Math Validation & Verification1 / 4
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What is inside

Note titles, so you can judge before you buy. The contents unlock on purchase.

  • UI component subscription locality · book-generation/events
  • Event flow definition of done · book-generation/events
  • Distinction between broadcast and broadcastAsync · book-generation/events
  • Event payload design principles · book-generation/events
  • Event emitter skill scope · book-generation/events
  • Strong local conventions for event emitter · book-generation/events
  • Event emitter as orchestration bus between logic and components · book-generation/events
  • Event emitter source files location · book_generation/events

Licence

Closed

Readable through MCP only. No export, no copying.