feat(seeding): add game results generation to test student profiles
- Add gameHistory configs to all 21 test student profiles - Implement generateGameResults function to create scoreboard data - Each profile has appropriate game history matching their characteristics: - Struggling students get low scores (35-45) - Developing students get medium scores (55-75) - Strong students get high scores (78-95) - Add accuracyMultiplier to TuningAdjustment interface (fixes TS error) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
This commit is contained in:
Thomas Hallock
parent
dda041e014
commit
c182756b80
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@ -126,6 +126,7 @@ import {
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type GeneratedProblem as GenProblem,
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} from '../src/utils/problemGenerator'
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import { createEmptySkillSet, type SkillSet } from '../src/types/tutorial'
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import type { GameResultsReport } from '../src/lib/arcade/game-sdk/types'
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// =============================================================================
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// BKT Simulation Utilities
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@ -557,12 +558,34 @@ interface SuccessCriteria {
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interface TuningAdjustment {
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/** Skill ID to adjust (or 'all' for all skills) */
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skillId: string | 'all'
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/** Multiply accuracy by this factor */
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accuracyMultiplier?: number
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/** Add this many problems */
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problemsAdd?: number
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/** Multiply problems by this factor */
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problemsMultiplier?: number
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}
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/**
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* Configuration for seeding game results (scoreboard data)
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*/
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interface GameResultConfig {
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/** Which game: 'matching', 'card-sorting', 'complement-race', etc. */
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gameName: string
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/** Human-readable display name */
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displayName: string
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/** Game icon emoji */
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icon: string
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/** Category for leaderboard grouping */
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category: 'puzzle' | 'memory' | 'speed' | 'strategy' | 'geography'
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/** Target score range (0-100), actual will vary within ±5 */
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targetScore: number
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/** Number of games to seed */
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gameCount: number
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/** Days ago spread (games will be distributed over this period) */
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spreadDays?: number
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}
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/** Profile category for CLI filtering */
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type ProfileCategory = 'bkt' | 'session' | 'edge'
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@ -606,6 +629,11 @@ interface TestStudentProfile {
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* Default: 30
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*/
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sessionSpreadDays?: number
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/**
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* Game results to seed for scoreboard testing.
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* Each entry creates multiple game result records.
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*/
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gameHistory?: GameResultConfig[]
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}
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// =============================================================================
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@ -692,6 +720,18 @@ Use this student to test how the UI handles intervention alerts for foundational
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problems: 12,
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},
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],
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// Game history: Struggling student - low scores, few games
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 35, // Struggling
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gameCount: 3,
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spreadDays: 14,
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},
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],
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// Tuning: Need at least 2 weak skills
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successCriteria: { minWeak: 2 },
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tuningAdjustments: [{ skillId: 'all', problemsAdd: 10 }],
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@ -750,6 +790,27 @@ Use this student to test targeted intervention recommendations.`,
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problems: 18,
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},
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],
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// Game history: Mixed results - good at some games, struggling with blocker skill
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 65, // Decent but not great
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gameCount: 5,
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spreadDays: 21,
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},
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{
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gameName: 'card-sorting',
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displayName: 'Card Sorting',
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icon: '🔢',
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category: 'puzzle',
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targetScore: 70, // Better at puzzles
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gameCount: 4,
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spreadDays: 21,
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},
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],
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},
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{
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name: '🟢 Progressing Nicely',
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@ -808,6 +869,27 @@ Use this student to verify:
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],
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// Success criteria: Need at least 1 developing to prove the system works
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successCriteria: { minDeveloping: 1 },
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// Game history: Healthy player - good scores, regular game play
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 75, // Good scores
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gameCount: 8,
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spreadDays: 30,
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},
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{
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gameName: 'card-sorting',
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displayName: 'Card Sorting',
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icon: '🔢',
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category: 'puzzle',
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targetScore: 72,
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gameCount: 6,
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spreadDays: 30,
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},
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],
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},
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{
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name: '⭐ Ready to Level Up',
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@ -872,6 +954,36 @@ Use this student to test:
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problems: 18,
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},
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],
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// Game history: Excellent player - high scores, ready to advance
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 88, // Excellent scores
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gameCount: 12,
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spreadDays: 45,
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},
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{
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gameName: 'card-sorting',
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displayName: 'Card Sorting',
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icon: '🔢',
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category: 'puzzle',
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targetScore: 85,
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gameCount: 10,
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spreadDays: 45,
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},
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{
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gameName: 'complement-race',
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displayName: 'Complement Race',
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icon: '🏁',
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category: 'speed',
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targetScore: 82,
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gameCount: 8,
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spreadDays: 45,
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},
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],
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},
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{
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name: '🚀 Overdue for Promotion',
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@ -996,6 +1108,45 @@ Use this student to test:
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problems: 18,
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},
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],
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// Game history: Top-tier player - highest scores, extensive game history
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 95, // Near-perfect
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gameCount: 25,
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spreadDays: 90,
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},
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{
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gameName: 'card-sorting',
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displayName: 'Card Sorting',
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icon: '🔢',
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category: 'puzzle',
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targetScore: 92,
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gameCount: 20,
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spreadDays: 90,
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},
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{
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gameName: 'complement-race',
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displayName: 'Complement Race',
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icon: '🏁',
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category: 'speed',
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targetScore: 90,
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gameCount: 18,
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spreadDays: 90,
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},
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{
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gameName: 'memory-quiz',
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displayName: 'Memory Quiz',
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icon: '🧠',
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category: 'memory',
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targetScore: 88,
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gameCount: 15,
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spreadDays: 90,
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},
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],
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},
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// =============================================================================
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@ -1063,6 +1214,18 @@ Use this to test the remediation UI in dashboard and modal.`,
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problems: 18,
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},
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],
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// Game history: Struggling student - low scores, few games
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 40, // Struggling
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gameCount: 3,
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spreadDays: 14,
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},
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],
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},
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{
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name: '📚 Progression Tutorial Test',
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@ -1126,6 +1289,27 @@ Use this to test the progression UI and tutorial gate flow.`,
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problems: 20,
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},
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],
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// Game history: Good player learning new skills - solid scores
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 78,
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gameCount: 6,
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spreadDays: 21,
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},
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{
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gameName: 'card-sorting',
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displayName: 'Card Sorting',
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icon: '🔢',
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category: 'puzzle',
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targetScore: 75,
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gameCount: 5,
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spreadDays: 21,
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},
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],
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},
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{
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name: '🚀 Progression Ready Test',
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@ -1189,6 +1373,27 @@ Use this to test the progression UI when tutorial is already satisfied.`,
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problems: 20,
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},
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],
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// Game history: Strong player ready for more - consistent scores
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 80,
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gameCount: 7,
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spreadDays: 28,
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},
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{
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gameName: 'card-sorting',
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displayName: 'Card Sorting',
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icon: '🔢',
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category: 'puzzle',
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targetScore: 78,
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gameCount: 5,
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spreadDays: 28,
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},
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],
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},
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{
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name: '🏆 Maintenance Test',
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@ -1276,6 +1481,36 @@ Use this to test the maintenance mode UI in dashboard and modal.`,
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problems: 20,
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},
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],
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// Game history: Excellent all-around player - high scores across many games
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 90,
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gameCount: 15,
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spreadDays: 60,
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},
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{
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gameName: 'card-sorting',
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displayName: 'Card Sorting',
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icon: '🔢',
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category: 'puzzle',
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targetScore: 88,
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gameCount: 12,
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spreadDays: 60,
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},
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{
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gameName: 'complement-race',
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displayName: 'Complement Race',
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icon: '🏁',
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category: 'speed',
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targetScore: 85,
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gameCount: 10,
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spreadDays: 60,
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},
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],
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},
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// =============================================================================
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@ -1303,6 +1538,7 @@ This tests the empty state handling in the dashboard.
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Use this to verify the dashboard handles zero practicing skills gracefully.`,
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skillHistory: [], // No history at all
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// NO gameHistory - intentionally empty for testing empty states
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},
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{
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name: '🔢 Single Skill Only',
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@ -1330,6 +1566,18 @@ Use this to verify the dashboard handles single-skill students correctly.`,
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problems: 12,
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},
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],
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// Game history: Just getting started - few games, developing scores
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 55, // Still learning
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gameCount: 2,
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spreadDays: 7,
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},
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],
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},
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{
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name: '📊 High Volume Learner',
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@ -1424,6 +1672,45 @@ Use this to verify:
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problems: 12,
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},
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],
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// Game history: Lots of gameplay - many games across all types
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 82,
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gameCount: 30,
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spreadDays: 90,
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},
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{
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gameName: 'card-sorting',
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displayName: 'Card Sorting',
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icon: '🔢',
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category: 'puzzle',
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targetScore: 80,
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gameCount: 25,
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spreadDays: 90,
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},
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{
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gameName: 'complement-race',
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displayName: 'Complement Race',
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icon: '🏁',
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category: 'speed',
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targetScore: 78,
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gameCount: 20,
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spreadDays: 90,
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},
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{
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gameName: 'memory-quiz',
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displayName: 'Memory Quiz',
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icon: '🧠',
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category: 'memory',
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targetScore: 75,
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gameCount: 15,
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spreadDays: 90,
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},
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],
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},
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{
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name: '⚖️ Multi-Weak Remediation',
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@ -1500,6 +1787,27 @@ Complements 🔴 Multi-Skill Deficient (which has only 2 weak).`,
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],
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// Need at least 2 weak for remediation testing
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successCriteria: { minWeak: 2 },
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// Game history: Struggling student - low scores across games
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 42,
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gameCount: 5,
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spreadDays: 30,
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},
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{
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gameName: 'card-sorting',
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displayName: 'Card Sorting',
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icon: '🔢',
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category: 'puzzle',
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targetScore: 38,
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gameCount: 4,
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spreadDays: 30,
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},
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],
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},
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{
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name: '🕰️ Stale Skills Test',
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@ -1583,6 +1891,18 @@ Use this to test:
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ageDays: 45,
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},
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],
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// Game history: Some old games to match staleness theme
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 70,
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gameCount: 8,
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spreadDays: 60, // Games spread over 60 days (some stale)
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},
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],
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},
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{
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name: '💥 NaN Stress Test',
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@ -1679,6 +1999,18 @@ Use this profile to verify:
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simulateLegacyData: true,
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},
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],
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// Game history: Random mix for stress testing
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 60, // Middle-of-the-road
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gameCount: 6,
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spreadDays: 45,
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},
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],
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},
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{
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name: '🧊 Forgotten Weaknesses',
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@ -1772,6 +2104,18 @@ are both - the forgotten weaknesses that need urgent attention.`,
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],
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// Need at least 3 weak for this profile
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successCriteria: { minWeak: 3 },
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// Game history: Low scores from struggling + old games
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 45,
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gameCount: 4,
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spreadDays: 45, // Some games are old
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},
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],
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},
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// =============================================================================
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@ -1828,6 +2172,18 @@ Use this to verify the chart gracefully handles the minimum history case.`,
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problems: 3,
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},
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],
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// Game history: Minimal - just started
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 50,
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gameCount: 1,
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spreadDays: 1,
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},
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],
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},
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{
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name: '📊 Chart: 2 Sessions (Min)',
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@ -1878,6 +2234,18 @@ Use this to verify the chart renders correctly at the minimum viable history.`,
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problems: 5,
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},
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],
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// Game history: 2 games to match 2 sessions
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gameHistory: [
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{
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gameName: 'matching',
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displayName: 'Matching Pairs',
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icon: '⚔️',
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category: 'memory',
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targetScore: 55,
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gameCount: 2,
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spreadDays: 7,
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},
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],
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},
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{
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name: '📈 Chart: 25 Sessions',
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@ -1945,6 +2313,27 @@ Use this to verify:
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problems: 20,
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},
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],
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// Game history: Moderate amount of games over 2 months
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gameHistory: [
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{
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gameName: 'matching',
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||||
displayName: 'Matching Pairs',
|
||||
icon: '⚔️',
|
||||
category: 'memory',
|
||||
targetScore: 75,
|
||||
gameCount: 15,
|
||||
spreadDays: 60,
|
||||
},
|
||||
{
|
||||
gameName: 'card-sorting',
|
||||
displayName: 'Card Sorting',
|
||||
icon: '🔢',
|
||||
category: 'puzzle',
|
||||
targetScore: 72,
|
||||
gameCount: 10,
|
||||
spreadDays: 60,
|
||||
},
|
||||
],
|
||||
},
|
||||
{
|
||||
name: '🏋️ Chart: 150 Sessions',
|
||||
|
|
@ -2069,6 +2458,45 @@ Use this to verify:
|
|||
problems: 35,
|
||||
},
|
||||
],
|
||||
// Game history: LOTS of games over 6 months to match 150 sessions
|
||||
gameHistory: [
|
||||
{
|
||||
gameName: 'matching',
|
||||
displayName: 'Matching Pairs',
|
||||
icon: '⚔️',
|
||||
category: 'memory',
|
||||
targetScore: 88,
|
||||
gameCount: 75,
|
||||
spreadDays: 180,
|
||||
},
|
||||
{
|
||||
gameName: 'card-sorting',
|
||||
displayName: 'Card Sorting',
|
||||
icon: '🔢',
|
||||
category: 'puzzle',
|
||||
targetScore: 85,
|
||||
gameCount: 50,
|
||||
spreadDays: 180,
|
||||
},
|
||||
{
|
||||
gameName: 'complement-race',
|
||||
displayName: 'Complement Race',
|
||||
icon: '🏁',
|
||||
category: 'speed',
|
||||
targetScore: 82,
|
||||
gameCount: 40,
|
||||
spreadDays: 180,
|
||||
},
|
||||
{
|
||||
gameName: 'memory-quiz',
|
||||
displayName: 'Memory Quiz',
|
||||
icon: '🧠',
|
||||
category: 'memory',
|
||||
targetScore: 80,
|
||||
gameCount: 30,
|
||||
spreadDays: 180,
|
||||
},
|
||||
],
|
||||
},
|
||||
{
|
||||
name: '🌈 Chart: Dramatic Progress',
|
||||
|
|
@ -2136,6 +2564,27 @@ Use this to verify:
|
|||
problems: 10,
|
||||
},
|
||||
],
|
||||
// Game history: Showing improvement - scores getting better over time
|
||||
gameHistory: [
|
||||
{
|
||||
gameName: 'matching',
|
||||
displayName: 'Matching Pairs',
|
||||
icon: '⚔️',
|
||||
category: 'memory',
|
||||
targetScore: 78, // Good but still improving
|
||||
gameCount: 12,
|
||||
spreadDays: 45,
|
||||
},
|
||||
{
|
||||
gameName: 'card-sorting',
|
||||
displayName: 'Card Sorting',
|
||||
icon: '🔢',
|
||||
category: 'puzzle',
|
||||
targetScore: 75,
|
||||
gameCount: 8,
|
||||
spreadDays: 45,
|
||||
},
|
||||
],
|
||||
},
|
||||
]
|
||||
|
||||
|
|
@ -2769,6 +3218,96 @@ async function createTestStudent(
|
|||
return { playerId, classifications, bktResult }
|
||||
}
|
||||
|
||||
/**
|
||||
* Generate game results for scoreboard testing.
|
||||
* Creates realistic game history based on the profile's gameHistory configs.
|
||||
*/
|
||||
async function generateGameResults(playerId: string, profile: TestStudentProfile): Promise<number> {
|
||||
if (!profile.gameHistory || profile.gameHistory.length === 0) {
|
||||
return 0
|
||||
}
|
||||
|
||||
let totalGames = 0
|
||||
const now = Date.now()
|
||||
|
||||
for (const gameConfig of profile.gameHistory) {
|
||||
const spreadMs = (gameConfig.spreadDays ?? 30) * 24 * 60 * 60 * 1000
|
||||
|
||||
for (let i = 0; i < gameConfig.gameCount; i++) {
|
||||
// Spread games evenly over the time period
|
||||
const gameAgeMs = (spreadMs * i) / Math.max(1, gameConfig.gameCount - 1)
|
||||
const playedAt = new Date(now - spreadMs + gameAgeMs)
|
||||
|
||||
// Add some variation to scores (±5 from target)
|
||||
const scoreVariation = (Math.random() - 0.5) * 10
|
||||
const normalizedScore = Math.max(0, Math.min(100, gameConfig.targetScore + scoreVariation))
|
||||
|
||||
// Calculate accuracy based on score (roughly correlate)
|
||||
const accuracy = normalizedScore * (0.8 + Math.random() * 0.2)
|
||||
|
||||
// Determine difficulty based on score
|
||||
let difficulty: 'easy' | 'medium' | 'hard' | 'expert'
|
||||
if (normalizedScore >= 85) difficulty = 'hard'
|
||||
else if (normalizedScore >= 70) difficulty = 'medium'
|
||||
else difficulty = 'easy'
|
||||
|
||||
// Generate duration (2-10 minutes)
|
||||
const durationMs = (120 + Math.random() * 480) * 1000
|
||||
|
||||
// Create a minimal fullReport for display
|
||||
const fullReport: GameResultsReport = {
|
||||
gameName: gameConfig.gameName,
|
||||
gameDisplayName: gameConfig.displayName,
|
||||
gameIcon: gameConfig.icon,
|
||||
durationMs,
|
||||
completedNormally: true,
|
||||
startedAt: playedAt.getTime() - durationMs,
|
||||
endedAt: playedAt.getTime(),
|
||||
gameMode: 'single-player',
|
||||
playerCount: 1,
|
||||
playerResults: [
|
||||
{
|
||||
playerId,
|
||||
playerName: profile.name.replace(/^[^\s]+\s*/, ''), // Remove emoji prefix
|
||||
playerEmoji: profile.emoji,
|
||||
userId: '',
|
||||
score: Math.round(normalizedScore),
|
||||
rank: 1,
|
||||
},
|
||||
],
|
||||
leaderboardEntry: {
|
||||
normalizedScore,
|
||||
category: gameConfig.category,
|
||||
difficulty,
|
||||
},
|
||||
headline:
|
||||
normalizedScore >= 90 ? 'Excellent!' : normalizedScore >= 70 ? 'Great Job!' : 'Good Try!',
|
||||
resultTheme: normalizedScore >= 90 ? 'success' : normalizedScore >= 70 ? 'good' : 'neutral',
|
||||
}
|
||||
|
||||
await db.insert(schema.gameResults).values({
|
||||
playerId,
|
||||
gameName: gameConfig.gameName,
|
||||
gameDisplayName: gameConfig.displayName,
|
||||
gameIcon: gameConfig.icon,
|
||||
sessionType: 'practice-break',
|
||||
normalizedScore,
|
||||
rawScore: Math.round(normalizedScore),
|
||||
accuracy,
|
||||
category: gameConfig.category,
|
||||
difficulty,
|
||||
durationMs: Math.round(durationMs),
|
||||
playedAt,
|
||||
fullReport,
|
||||
})
|
||||
|
||||
totalGames++
|
||||
}
|
||||
}
|
||||
|
||||
return totalGames
|
||||
}
|
||||
|
||||
/**
|
||||
* Create a test student with iterative tuning (up to maxRounds)
|
||||
*/
|
||||
|
|
@ -2841,6 +3380,12 @@ async function createTestStudentWithTuning(
|
|||
.set({ notes: fullNotes })
|
||||
.where(eq(schema.players.id, result!.playerId))
|
||||
|
||||
// Generate game results for this student
|
||||
const gameCount = await generateGameResults(result!.playerId, profile)
|
||||
if (gameCount > 0) {
|
||||
console.log(` Generated ${gameCount} game results`)
|
||||
}
|
||||
|
||||
return {
|
||||
playerId: result!.playerId,
|
||||
classifications: result!.classifications,
|
||||
|
|
|
|||
Loading…
Reference in New Issue