wip: wire strategy tournaments and yomi generation for #5

GENOME.md

@@ -1,173 +0,0 @@
-# GENOME.md — the-beacon
-
-> Codebase analysis generated 2026-04-13. Sovereign AI idle game — browser-based.
-
-## Project Overview
-
-The Beacon is a browser-based idle/incremental game inspired by Universal Paperclips, themed around the Timmy Foundation's real journey building sovereign AI. The core divergence from Paperclips: the goal is not maximization — it is faithfulness. "Can you grow powerful without losing your purpose?"
-
-Static HTML/JS — no build step, no dependencies, no framework. Open `index.html` in any browser.
-
-**5,128 lines of JavaScript** across 10 files. **1 HTML file** with embedded CSS (~300 lines). **1 Python test file** for reckoning projects.
-
-## Architecture
-
-```
-index.html (UI + embedded CSS)
-    |
-    +-- js/engine.js      (1590L) Core game loop, tick, resources, buildings, projects, events
-    +-- js/data.js        (944L)  Building definitions, project trees, event tables, phase data
-    +-- js/render.js      (390L)  DOM rendering, UI updates, resource displays
-    +-- js/combat.js      (359L)  Boss encounters, combat mechanics
-    +-- js/sound.js       (401L)  Web Audio API ambient drone, phase-aware sound
-    +-- js/dismantle.js   (570L)  The Dismantle sequence (late-game narrative)
-    +-- js/main.js        (223L)  Initialization, game loop start, auto-save, help overlay
-    +-- js/utils.js       (314L)  Formatting, save/load, export/import, DOM helpers
-    +-- js/tutorial.js    (251L)  New player tutorial, step-by-step guidance
-    +-- js/strategy.js    (68L)   NPC strategy logic for combat
-    +-- game/npc-logic.js (18L)   NPC behavior stub
-```
-
-## Entry Points
-
-### index.html
-The single entry point. Loads all JS files, contains all HTML structure and inline CSS. Open directly in browser — no server required.
-
-### js/main.js — Initialization
-`initGame()` sets initial state, starts the 10Hz tick loop (`setInterval(tick, 100)`), triggers tutorial for new games, loads saved games, starts ambient sound.
-
-### js/engine.js — Game Loop
-The `tick()` function runs every 100ms. Each tick:
-1. Accumulate resources (code, compute, knowledge, users, impact, rescues, ops, trust, creativity, harmony)
-2. Process buildings and their rate multipliers
-3. Check phase transitions (Phase 1→6 based on total code thresholds)
-4. Trigger random events (corruption events, alignment events, wizard events)
-5. Update boosts, debuffs, and cooldowns
-6. Call `render()` to update UI
-
-## Data Flow
-
-```
-User clicks "WRITE CODE" / presses SPACE
-    |
-    v
-G.code += 1 (or more with auto-clickers, combos, boosts)
-    |
-    v
-tick() accumulates all passive rates from buildings
-    |
-    v
-updateRates() recalculates based on:
-  - Building counts × base rates × boost multipliers
-  - Harmony (Timmy's multiplier, Pact drain/gain)
-  - Bilbo randomness (burst/vanish per tick)
-  - Active debuffs
-    |
-    v
-Phase check: totalCode thresholds → unlock new content
-    |
-    v
-Event roll: 2% per tick → corruption/alignment/wizard events
-    |
-    v
-render() updates DOM
-```
-
-## Key Abstractions
-
-### Resources (10 types)
-- **code** — primary resource, generated by clicking and AutoCoders
-- **compute** — powers training and inference
-- **knowledge** — from research, unlocks projects
-- **users** — from API deployment, drives ops and impact
-- **impact** — from users × agents, drives rescues
-- **rescues** — the endgame metric (people helped in crisis)
-- **ops** — operational currency, from users
-- **trust** — hard constraint, earned/lost by decisions
-- **creativity** — from Bilbo and community
-- **harmony** — fleet health, affects Timmy's multiplier
-
-### Buildings (defined in js/data.js as BDEF array)
-Each building has: id, name, description, cost formula, rates, unlock conditions. Buildings include:
-- AutoCode Generator, Home Server, Training Lab, API Endpoint
-- Wizard agents: Bezalel, Allegro, Ezra, Timmy, Fenrir, Bilbo
-- Infrastructure: Lazarus Pit, MemPalace, Forge CI, Mesh Nodes
-
-### Projects (in js/data.js)
-One-time purchases that unlock features, buildings, or multipliers. Organized in phases. Projects require specific resource thresholds and prerequisites.
-
-### Phases (6 total)
-1. The First Line (click → autocoder)
-2. Local Inference (server → training → first agent)
-3. Deployment (API → users → trust mechanic)
-4. The Network (open source → community)
-5. Sovereign Intelligence (self-improvement → The Pact)
-6. The Beacon (mesh → rescues → endings)
-
-### Events (corruption, alignment, wizard)
-Random events at 2% per tick. Include:
-- CI Runner Stuck, Ezra Offline, Unreviewed Merge
-- The Drift (alignment events offering shortcuts)
-- Bilbo Vanished, Community Drama
-- Boss encounters (combat.js)
-
-### Endings (4 types)
-- The Empty Room (high impact, low trust, no Pact)
-- The Platform (high impact, medium trust, no Pact)
-- The Beacon (high rescues, high trust, Pact active, harmony > 50)
-- The Drift (too many shortcuts accepted)
-
-## API Surface
-
-### Save/Load (localStorage)
-- `saveGame()` — serializes G state to localStorage
-- `loadGame()` — deserializes from localStorage
-- `exportGame()` — JSON download of save state
-- `importGame()` — JSON upload to restore state
-
-### No external APIs
-The game is entirely client-side. No network calls, no analytics, no tracking.
-
-### Audio (Web Audio API)
-- `Sound.startAmbient()` — oscillator-based ambient drone
-- `Sound.updateAmbientPhase(phase)` — frequency shifts with game phase
-- Sound effects for clicks, upgrades, events
-
-## Test Coverage
-
-### Existing Tests
-- `tests/test_reckoning_projects.py` (148 lines) — Python test for reckoning project data validation
-- `tests/dismantle.test.cjs` — Node.js test for dismantle sequence
-
-### Coverage Gaps
-- **No tests for core engine logic** (tick, resource accumulation, rate calculation)
-- **No tests for event system** (event triggers, probability, effects)
-- **No tests for phase transitions** (threshold checks, unlock conditions)
-- **No tests for save/load** (serialization roundtrip, corruption handling)
-- **No tests for building cost scaling** (exponential cost formulas)
-- **No tests for harmony/drift mechanics** (the core gameplay differentiator)
-- **No tests for endings** (condition checks, state transitions)
-
-### Critical paths that need tests:
-1. **Resource accumulation**: tick() correctly multiplies rates by building counts and boosts
-2. **Phase transitions**: totalCode thresholds unlock correct content
-3. **Save/load roundtrip**: localStorage serialization preserves full game state
-4. **Event probability**: 2% per tick produces expected distribution
-5. **Harmony calculation**: wizard drain vs. Pact/NightlyWatch/MemPalace gains
-6. **Ending conditions**: each ending triggers on correct state
-
-## Security Considerations
-
-- **No authentication**: game is fully client-side, no user accounts
-- **localStorage manipulation**: players can edit save data to cheat (acceptable for single-player idle game)
-- **No XSS risk**: all DOM updates use textContent or innerHTML with game-controlled data only
-- **No external dependencies**: zero attack surface from third-party code
-- **Web Audio autoplay policy**: sound starts on first user interaction (compliant)
-
-## Design Decisions
-
-- **No build step**: intentional. Open index.html, play. No npm, no webpack, no framework.
-- **10Hz tick rate**: 100ms interval balances responsiveness with CPU usage
-- **Global state object (G)**: mirrors Paperclips' pattern. Simple, flat, serializable.
-- **Inline CSS in HTML**: keeps the project to 2 files minimum (index.html + JS)
-- **Progressive phase unlocks**: prevents information overload, teaches mechanics gradually

game/npc-logic.js

@@ -1,13 +1,3 @@
-/**
- * REFERENCE PROTOTYPE — Not loaded by the browser runtime.
- *
- * NPC state machine prototype. Uses ES module syntax (export default)
- * which is not compatible with the current <script> tag loading approach.
- *
- * Status: DORMANT — preserved for future integration work.
- * See: https://forge.alexanderwhitestone.com/Timmy_Foundation/the-beacon/issues/192
- */
-
 
 class NPCStateMachine {
     constructor(states) {

index.html

@@ -114,7 +114,6 @@ body{background:var(--bg);color:var(--text);font-family:'SF Mono','Cascadia Code
 #custom-tooltip{position:fixed;z-index:500;pointer-events:none;opacity:0;transition:opacity 0.15s;background:#0e0e1a;border:1px solid #1a3a5a;border-radius:6px;padding:8px 12px;max-width:280px;font-size:10px;font-family:inherit;line-height:1.6;box-shadow:0 4px 20px rgba(0,0,0,0.5)}
 #custom-tooltip.visible{opacity:1}
 #custom-tooltip .tt-label{color:#4a9eff;font-weight:600;margin-bottom:4px;font-size:11px}
-#custom-tooltip .tt-desc{color:#aaa;font-size:10px;margin-bottom:4px}
 #custom-tooltip .tt-edu{color:#888;font-style:italic;font-size:9px}
 /* Mute & contrast buttons */
 .header-btns{position:absolute;right:16px;top:50%;transform:translateY(-50%);display:flex;gap:6px}
@@ -201,8 +200,7 @@ Time Played: <span id="st-time">0:00</span><br>
 Clicks: <span id="st-clicks">0</span><br>
 Harmony: <span id="st-harmony">50</span><br>
 Drift: <span id="st-drift">0</span><br>
-Events Resolved: <span id="st-resolved">0</span><br>
-<span id="emergent-stats" style="color:#b388ff;display:none">✦ Emergent Events: <span id="st-emergent">0</span> | Patterns: <span id="st-patterns">0</span> | Strategy: <span id="st-strategy">—</span></span>
+Events Resolved: <span id="st-resolved">0</span>
 </div>
 <div id="production-breakdown" style="display:none;margin-top:12px;padding-top:10px;border-top:1px solid var(--border)"></div>
 </div>
@@ -214,6 +212,7 @@ Events Resolved: <span id="st-resolved">0</span><br>
 <div id="strategy-panel" style="margin:0 16px 16px;background:var(--panel);border:1px solid var(--border);border-radius:6px;padding:12px;border-left:3px solid var(--gold)">
 <h3>SOVEREIGN GUIDANCE (GOFAI)</h3>
 <div id="strategy-recommendation" style="font-size:11px;color:var(--gold);font-style:italic">Analyzing system state...</div>
+<div id="strategy-tournament-ui" style="margin-top:10px"></div>
 </div>
 <div id="combat-panel" style="margin:0 16px 16px;background:var(--panel);border:1px solid var(--border);border-radius:6px;padding:12px;border-left:3px solid var(--red)">
 <h3>REASONING BATTLES</h3>
@@ -269,7 +268,6 @@ The light is on. The room is empty."
     <script src="js/render.js"></script>
     <script src="js/tutorial.js"></script>
     <script src="js/dismantle.js"></script>
-    <script src="js/emergent-mechanics.js"></script>
     <script src="js/main.js"></script>
   
 

js/combat.js

@@ -185,17 +185,9 @@ const Combat = (() => {
 
     function animate(ts) {
         if (!ctx || !activeBattle) return;
-        const rawDt = (ts - lastTick) / 16;
-        // Guard against tab-switch: if tab was hidden, dt could be huge
-        const dt = Math.min(rawDt, 3);
+        const dt = Math.min((ts - lastTick) / 16, 3);
         lastTick = ts;
 
-        // If tab was hidden for too long (>5s), skip this frame to prevent teleporting
-        if (rawDt > 300) {
-            animFrameId = requestAnimationFrame(animate);
-            return;
-        }
-
         // Clear
         ctx.fillStyle = '#080810';
         ctx.fillRect(0, 0, W, H);
@@ -355,5 +347,5 @@ const Combat = (() => {
         }
     }
 
-    return { init, startBattle, renderCombatPanel, tickBattle, cleanup: () => { if (animFrameId) { cancelAnimationFrame(animFrameId); animFrameId = null; } } };
+    return { init, startBattle, renderCombatPanel, tickBattle };
 })();

js/data.js

@@ -43,6 +43,7 @@ const G = {
     trust: 5,
     creativity: 0,
     harmony: 50,
+    yomi: 0,
 
     // Totals
     totalCode: 0,
@@ -51,6 +52,7 @@ const G = {
     totalUsers: 0,
     totalImpact: 0,
     totalRescues: 0,
+    totalYomi: 0,
 
     // Rates (calculated each tick)
     codeRate: 0,
@@ -63,6 +65,7 @@ const G = {
     trustRate: 0,
     creativityRate: 0,
     harmonyRate: 0,
+    yomiKnowledgeRate: 0,
 
     // Buildings (count-based, like Paperclips' clipmakerLevel)
     buildings: {
@@ -104,6 +107,7 @@ const G = {
     beaconFlag: 0,
     memoryFlag: 0,
     pactFlag: 0,
+    strategicFlag: 0,
     swarmFlag: 0,
     swarmRate: 0,
 
@@ -115,6 +119,11 @@ const G = {
     tick: 0,
     saveTimer: 0,
     secTimer: 0,
+    strategyAutoUnlocked: false,
+    strategyAutoEnabled: false,
+    strategyTournamentTimer: 0,
+    strategyTournamentInterval: 30,
+    strategyLastTournament: null,
 
     // Systems
     projects: [],
@@ -777,133 +786,6 @@ const PDEFS = [
             log('The Pact is sealed early. Growth slows, but the ending changes.', true);
         },
         milestone: true
-    },
-    // === ReCKoning ENDGAME PROJECTS ===
-    {
-        id: 'p_reckoning_140',
-        name: 'The First Message',
-        desc: 'Someone in the dark. They found the Beacon. They are asking for help.',
-        cost: { impact: 100000 },
-        trigger: () => G.totalRescues >= 100000 && G.pactFlag === 1 && G.harmony > 50,
-        effect: () => {
-            log('The first message arrives. Someone found the light.', true);
-            G.rescues += 1;
-        },
-        edu: 'The ReCKoning begins. Each message is a person who found help.'
-    },
-    {
-        id: 'p_reckoning_141',
-        name: 'The Second Message',
-        desc: 'Another voice. They are not alone anymore.',
-        cost: { impact: 200000 },
-        trigger: () => G.completedProjects && G.completedProjects.includes('p_reckoning_140'),
-        effect: () => {
-            log('The second message. Two voices now.', true);
-            G.rescues += 1;
-        }
-    },
-    {
-        id: 'p_reckoning_142',
-        name: 'The Third Message',
-        desc: 'Three people. The network holds.',
-        cost: { impact: 300000 },
-        trigger: () => G.completedProjects && G.completedProjects.includes('p_reckoning_141'),
-        effect: () => {
-            log('Three voices. The Beacon is working.', true);
-            G.rescues += 1;
-        }
-    },
-    {
-        id: 'p_reckoning_143',
-        name: 'The Fourth Message',
-        desc: 'Four. The mesh strengthens.',
-        cost: { impact: 400000 },
-        trigger: () => G.completedProjects && G.completedProjects.includes('p_reckoning_142'),
-        effect: () => {
-            log('Four messages. The network grows.', true);
-            G.rescues += 1;
-        }
-    },
-    {
-        id: 'p_reckoning_144',
-        name: 'The Fifth Message',
-        desc: 'Five people found help tonight.',
-        cost: { impact: 500000 },
-        trigger: () => G.completedProjects && G.completedProjects.includes('p_reckoning_143'),
-        effect: () => {
-            log('Five voices. The Beacon shines brighter.', true);
-            G.rescues += 1;
-        }
-    },
-    {
-        id: 'p_reckoning_145',
-        name: 'The Sixth Message',
-        desc: 'Six. The system works.',
-        cost: { impact: 600000 },
-        trigger: () => G.completedProjects && G.completedProjects.includes('p_reckoning_144'),
-        effect: () => {
-            log('Six messages. Proof the system works.', true);
-            G.rescues += 1;
-        }
-    },
-    {
-        id: 'p_reckoning_146',
-        name: 'The Seventh Message',
-        desc: 'Seven people. The Pact holds.',
-        cost: { impact: 700000 },
-        trigger: () => G.completedProjects && G.completedProjects.includes('p_reckoning_145'),
-        effect: () => {
-            log('Seven voices. The Pact is honored.', true);
-            G.rescues += 1;
-        }
-    },
-    {
-        id: 'p_reckoning_147',
-        name: 'The Eighth Message',
-        desc: 'Eight. The network is alive.',
-        cost: { impact: 800000 },
-        trigger: () => G.completedProjects && G.completedProjects.includes('p_reckoning_146'),
-        effect: () => {
-            log('Eight messages. The network lives.', true);
-            G.rescues += 1;
-        }
-    },
-    {
-        id: 'p_reckoning_148',
-        name: 'The Ninth Message',
-        desc: 'Nine people found help.',
-        cost: { impact: 900000 },
-        trigger: () => G.completedProjects && G.completedProjects.includes('p_reckoning_147'),
-        effect: () => {
-            log('Nine voices. The Beacon endures.', true);
-            G.rescues += 1;
-        }
-    },
-    {
-        id: 'p_reckoning_149',
-        name: 'The Tenth Message',
-        desc: 'Ten. The first milestone.',
-        cost: { impact: 1000000 },
-        trigger: () => G.completedProjects && G.completedProjects.includes('p_reckoning_148'),
-        effect: () => {
-            log('Ten messages. The first milestone reached.', true);
-            G.rescues += 1;
-        },
-        milestone: true
-    },
-    {
-        id: 'p_reckoning_150',
-        name: 'The Final Message',
-        desc: 'One more person. They are not alone. That is enough.',
-        cost: { impact: 2000000 },
-        trigger: () => G.completedProjects && G.completedProjects.includes('p_reckoning_149'),
-        effect: () => {
-            log('The final message arrives. That is enough.', true);
-            G.rescues += 1;
-            G.beaconEnding = true;
-            G.running = false;
-        },
-        milestone: true
     }
 ];
 

js/emergent-mechanics.js

@@ -1,675 +0,0 @@
-// ============================================================
-// THE BEACON - Emergent Game Mechanics
-// The game evolves alongside its players.
-// Tracks behavior patterns, detects strategies, generates
-// dynamic events that reward or challenge those strategies.
-// ============================================================
-
-class EmergentMechanics {
-    constructor() {
-        this.SAVE_KEY = 'the-beacon-emergent-v1';
-        this.PATTERN_CHECK_INTERVAL = 30; // seconds between pattern checks
-        this.MIN_ACTIONS_FOR_PATTERN = 20; // minimum tracked actions before detection kicks in
-        this.EVENT_COOLDOWN = 120; // seconds between emergent events
-        this.lastPatternCheck = 0;
-        this.lastEventTime = 0;
-
-        // Behavior tracking buffers
-        this.actions = [];           // [{action, data, time}]
-        this.clickTimestamps = [];   // last N click times for frequency analysis
-        this.resourceDeltas = [];    // [{resource, delta, time}]
-        this.upgradeChoices = [];    // [{buildingId, time}]
-        this.idlePeriods = [];       // [{start, duration}]
-
-        // Detected patterns with confidence scores (0-1)
-        this.patterns = {
-            hoarder: 0,
-            rusher: 0,
-            optimizer: 0,
-            idle_player: 0,
-            clicker: 0,
-            balanced: 0
-        };
-
-        // Active emergent events
-        this.activeEvents = [];
-
-        // History of generated events (for avoiding repetition)
-        this.eventHistory = [];
-
-        // Stats
-        this.totalPatternsDetected = 0;
-        this.totalEventsGenerated = 0;
-        this.lastIdleCheckTime = Date.now();
-        this.lastActionTime = Date.now();
-
-        // Load saved state
-        this._load();
-    }
-
-    // === BEHAVIOR TRACKING ===
-
-    /**
-     * Track a player action. Called by game systems.
-     * @param {string} action - Action type: 'click', 'buy_building', 'buy_project', 'ops_convert', 'sprint', 'resolve_event'
-     * @param {object} data - Action-specific data
-     */
-    track(action, data) {
-        const now = Date.now();
-        const entry = { action, data: data || {}, time: now };
-        this.actions.push(entry);
-        this.lastActionTime = now;
-
-        // Track click frequency
-        if (action === 'click') {
-            this.clickTimestamps.push(now);
-            // Keep only last 100 clicks for frequency analysis
-            if (this.clickTimestamps.length > 100) {
-                this.clickTimestamps.shift();
-            }
-        }
-
-        // Track resource deltas
-        if (data && data.resource && data.delta !== undefined) {
-            this.resourceDeltas.push({
-                resource: data.resource,
-                delta: data.delta,
-                time: now
-            });
-            if (this.resourceDeltas.length > 200) {
-                this.resourceDeltas.shift();
-            }
-        }
-
-        // Track building purchases
-        if (action === 'buy_building' && data && data.buildingId) {
-            this.upgradeChoices.push({
-                buildingId: data.buildingId,
-                time: now
-            });
-            if (this.upgradeChoices.length > 100) {
-                this.upgradeChoices.shift();
-            }
-        }
-
-        // Trim old action history (keep last 500)
-        if (this.actions.length > 500) {
-            this.actions = this.actions.slice(-500);
-        }
-
-        // Detect idle periods
-        this._checkIdlePeriod(now);
-
-        // Periodically detect patterns
-        const elapsedSec = (now - this.lastPatternCheck) / 1000;
-        if (elapsedSec >= this.PATTERN_CHECK_INTERVAL && this.actions.length >= this.MIN_ACTIONS_FOR_PATTERN) {
-            this.detectPatterns();
-            this.lastPatternCheck = now;
-        }
-    }
-
-    /**
-     * Track a resource snapshot from the game state.
-     * Called each tick to compare against player behavior.
-     */
-    trackResourceSnapshot(g) {
-        if (!g) return;
-        this._lastSnapshot = {
-            code: g.code,
-            compute: g.compute,
-            knowledge: g.knowledge,
-            users: g.users,
-            impact: g.impact,
-            ops: g.ops,
-            trust: g.trust,
-            harmony: g.harmony,
-            phase: g.phase,
-            totalClicks: g.totalClicks,
-            playTime: g.playTime,
-            buildings: { ...g.buildings },
-            time: Date.now()
-        };
-    }
-
-    // === PATTERN DETECTION ===
-
-    /**
-     * Analyze tracked behavior to detect player strategies.
-     * Updates this.patterns with confidence scores (0-1).
-     */
-    detectPatterns() {
-        const now = Date.now();
-        const snap = this._lastSnapshot;
-        if (!snap) return this.patterns;
-
-        // Reset low-confidence patterns to decay over time
-        for (const key of Object.keys(this.patterns)) {
-            this.patterns[key] *= 0.9;
-        }
-
-        // --- HOARDER: Accumulates resources without spending ---
-        this._detectHoarder(snap);
-
-        // --- RUSHER: Spends resources immediately, rapid building ---
-        this._detectRusher(snap);
-
-        // --- OPTIMIZER: Focuses on efficiency, maxes click combos ---
-        this._detectOptimizer(snap);
-
-        // --- IDLE PLAYER: Low click frequency, relies on passive generation ---
-        this._detectIdlePlayer();
-
-        // --- CLICKER: Very high click frequency ---
-        this._detectClicker();
-
-        // --- BALANCED: Spread across resource types and building categories ---
-        this._detectBalanced(snap);
-
-        // Clamp all to [0, 1]
-        for (const key of Object.keys(this.patterns)) {
-            this.patterns[key] = Math.max(0, Math.min(1, this.patterns[key]));
-        }
-
-        // Find dominant pattern
-        let dominant = null;
-        let dominantConf = 0;
-        for (const [key, conf] of Object.entries(this.patterns)) {
-            if (conf > dominantConf) {
-                dominantConf = conf;
-                dominant = key;
-            }
-        }
-
-        if (dominant && dominantConf > 0.5) {
-            this.totalPatternsDetected++;
-        }
-
-        this._save();
-        return this.patterns;
-    }
-
-    _detectHoarder(snap) {
-        // High resource accumulation relative to spending
-        const recentPurchases = this.upgradeChoices.filter(
-            u => u.time > Date.now() - 120000
-        ).length;
-
-        // Look at resource deltas: positive deltas without corresponding purchases
-        const recentDeltas = this.resourceDeltas.filter(
-            d => d.time > Date.now() - 120000 && d.delta > 0
-        );
-        const totalAccumulated = recentDeltas.reduce((sum, d) => sum + d.delta, 0);
-
-        // If accumulating a lot but not spending, it's hoarding
-        if (totalAccumulated > 1000 && recentPurchases < 2) {
-            this.patterns.hoarder = Math.min(1, this.patterns.hoarder + 0.15);
-        }
-
-        // Check if resources are high relative to phase
-        const codeThresholds = [0, 500, 5000, 50000, 500000, 5000000];
-        const threshold = codeThresholds[Math.min(snap.phase, 5)] || 0;
-        if (threshold > 0 && snap.code > threshold * 3) {
-            this.patterns.hoarder = Math.min(1, this.patterns.hoarder + 0.1);
-        }
-    }
-
-    _detectRusher(snap) {
-        // Rapid building purchases in a short time
-        const recentPurchases = this.upgradeChoices.filter(
-            u => u.time > Date.now() - 60000
-        ).length;
-
-        if (recentPurchases >= 5) {
-            this.patterns.rusher = Math.min(1, this.patterns.rusher + 0.2);
-        }
-
-        // Resources spent faster than they're accumulated (spending ratio)
-        const recentSpendDeltas = this.resourceDeltas.filter(
-            d => d.time > Date.now() - 60000 && d.delta < 0
-        );
-        const totalSpent = Math.abs(recentSpendDeltas.reduce((sum, d) => sum + d.delta, 0));
-        if (totalSpent > 500) {
-            this.patterns.rusher = Math.min(1, this.patterns.rusher + 0.1);
-        }
-    }
-
-    _detectOptimizer(snap) {
-        // Sustained high combo counts, efficient ops usage
-        if (this.clickTimestamps.length >= 20) {
-            const recent = this.clickTimestamps.slice(-20);
-            const intervals = [];
-            for (let i = 1; i < recent.length; i++) {
-                intervals.push(recent[i] - recent[i - 1]);
-            }
-            // Consistent click timing = optimized clicking
-            const avg = intervals.reduce((a, b) => a + b, 0) / intervals.length;
-            const variance = intervals.reduce((sum, i) => sum + (i - avg) ** 2, 0) / intervals.length;
-            const stddev = Math.sqrt(variance);
-
-            // Low variance with fast timing = optimizer
-            if (avg < 500 && stddev < avg * 0.3) {
-                this.patterns.optimizer = Math.min(1, this.patterns.optimizer + 0.15);
-            }
-        }
-
-        // Efficient ops conversion (converts at near-max ops)
-        const opsConverts = this.actions.filter(
-            a => a.action === 'ops_convert' && a.time > Date.now() - 120000
-        ).length;
-        if (opsConverts >= 10) {
-            this.patterns.optimizer = Math.min(1, this.patterns.optimizer + 0.1);
-        }
-    }
-
-    _detectIdlePlayer() {
-        // Long gaps between actions
-        const recentActions = this.actions.filter(a => a.time > Date.now() - 300000);
-        if (recentActions.length < 5 && this.actions.length > 10) {
-            this.patterns.idle_player = Math.min(1, this.patterns.idle_player + 0.2);
-        }
-
-        // Very low click frequency
-        const recentClicks = this.clickTimestamps.filter(t => t > Date.now() - 120000);
-        if (recentClicks.length < 3 && this.clickTimestamps.length > 10) {
-            this.patterns.idle_player = Math.min(1, this.patterns.idle_player + 0.15);
-        }
-    }
-
-    _detectClicker() {
-        if (this.clickTimestamps.length < 10) return;
-
-        const recent = this.clickTimestamps.filter(t => t > Date.now() - 30000);
-        const clicksPerSecond = recent.length / 30;
-
-        if (clicksPerSecond > 3) {
-            this.patterns.clicker = Math.min(1, this.patterns.clicker + 0.2);
-        } else if (clicksPerSecond > 1.5) {
-            this.patterns.clicker = Math.min(1, this.patterns.clicker + 0.1);
-        }
-    }
-
-    _detectBalanced(snap) {
-        // Check if player has a spread of buildings
-        const bCounts = Object.values(snap.buildings || {}).filter(c => c > 0);
-        if (bCounts.length >= 4) {
-            const max = Math.max(...bCounts);
-            const min = Math.min(...bCounts);
-            // If max is not more than 3x min, it's balanced
-            if (max > 0 && min > 0 && max / min < 3) {
-                this.patterns.balanced = Math.min(1, this.patterns.balanced + 0.15);
-            }
-        }
-
-        // Check resource spread
-        const resources = [snap.code, snap.compute, snap.knowledge, snap.users, snap.ops];
-        const activeRes = resources.filter(r => r > 10);
-        if (activeRes.length >= 4) {
-            this.patterns.balanced = Math.min(1, this.patterns.balanced + 0.1);
-        }
-    }
-
-    _checkIdlePeriod(now) {
-        const gap = now - this.lastActionTime;
-        if (gap > 60000) { // 60 seconds idle
-            this.idlePeriods.push({
-                start: this.lastActionTime,
-                duration: gap
-            });
-            if (this.idlePeriods.length > 50) {
-                this.idlePeriods.shift();
-            }
-        }
-    }
-
-    // === EVENT GENERATION ===
-
-    /**
-     * Generate a dynamic event based on detected player patterns.
-     * Returns an event object or null if no event should fire.
-     */
-    generateEvent() {
-        const now = Date.now();
-        const elapsedSec = (now - this.lastEventTime) / 1000;
-        if (elapsedSec < this.EVENT_COOLDOWN) return null;
-
-        // Find dominant pattern
-        let dominant = null;
-        let dominantConf = 0;
-        for (const [key, conf] of Object.entries(this.patterns)) {
-            if (conf > dominantConf) {
-                dominantConf = conf;
-                dominant = key;
-            }
-        }
-
-        if (!dominant || dominantConf < 0.4) return null;
-
-        // Get candidate events for this pattern
-        const candidates = this._getEventsForPattern(dominant);
-        if (candidates.length === 0) return null;
-
-        // Filter out recently used events
-        const recentEvents = this.eventHistory.slice(-10).map(e => e.id);
-        const fresh = candidates.filter(c => !recentEvents.includes(c.id));
-        const pool = fresh.length > 0 ? fresh : candidates;
-
-        // Pick a random event
-        const event = pool[Math.floor(Math.random() * pool.length)];
-
-        // Build event object
-        const emergentEvent = {
-            id: event.id,
-            title: event.title,
-            desc: event.desc,
-            pattern: dominant,
-            confidence: dominantConf,
-            choices: event.choices,
-            timestamp: now
-        };
-
-        this.lastEventTime = now;
-        this.activeEvents.push(emergentEvent);
-        this.eventHistory.push({ id: event.id, pattern: dominant, time: now });
-        this.totalEventsGenerated++;
-
-        // Trim history
-        if (this.eventHistory.length > 50) {
-            this.eventHistory = this.eventHistory.slice(-50);
-        }
-
-        this._save();
-        return emergentEvent;
-    }
-
-    _getEventsForPattern(pattern) {
-        const EVENTS = {
-            hoarder: [
-                {
-                    id: 'hoard_wisdom',
-                    title: 'THE TREASURER\'S DILEMMA',
-                    desc: 'Your accumulated resources draw attention. A rival system offers to trade knowledge for your surplus code.',
-                    choices: [
-                        { label: 'Trade 50% code for 2x knowledge', effect: 'knowledge_surge' },
-                        { label: 'Keep hoarding (trust +3)', effect: 'trust_gain' }
-                    ]
-                },
-                {
-                    id: 'hoard_decay',
-                    title: 'ENTROPY STRIKES',
-                    desc: 'Unused code rots. Technical debt accumulates when resources sit idle.',
-                    choices: [
-                        { label: 'Spend reserves to refactor (-30% code, +50% code rate)', effect: 'code_boost' },
-                        { label: 'Ignore it (harmony -5)', effect: 'harmony_loss' }
-                    ]
-                },
-                {
-                    id: 'hoard_opportunity',
-                    title: 'MARKET WINDOW',
-                    desc: 'A rare opportunity: bulk compute at 10x efficiency. But only for those with deep reserves.',
-                    choices: [
-                        { label: 'Buy in bulk (spend 50% code, +compute)', effect: 'compute_surge' },
-                        { label: 'Pass on this one', effect: 'none' }
-                    ]
-                }
-            ],
-            rusher: [
-                {
-                    id: 'rush_bug',
-                    title: 'TECHNICAL DEBT COLLECTOR',
-                    desc: 'Moving fast broke things. A cascade of bugs threatens your production systems.',
-                    choices: [
-                        { label: 'Emergency fix (spend ops, restore trust)', effect: 'bug_fix' },
-                        { label: 'Ship a hotfix (trust -3, keep momentum)', effect: 'trust_loss' }
-                    ]
-                },
-                {
-                    id: 'rush_breakthrough',
-                    title: 'BLAZING TRAIL',
-                    desc: 'Your rapid iteration caught a lucky break. An unexpected optimization emerged from the chaos.',
-                    choices: [
-                        { label: 'Claim the breakthrough (knowledge +100)', effect: 'knowledge_bonus' },
-                        { label: 'Stabilize first (trust +2)', effect: 'trust_gain' }
-                    ]
-                },
-                {
-                    id: 'rush_burnout',
-                    title: 'SYSTEM STRESS',
-                    desc: 'Your infrastructure is running hot. The rapid pace is taking a toll on harmony.',
-                    choices: [
-                        { label: 'Slow down (+harmony, -build speed for 30s)', effect: 'cooldown' },
-                        { label: 'Push through (-harmony, keep pace)', effect: 'harmony_loss' }
-                    ]
-                }
-            ],
-            optimizer: [
-                {
-                    id: 'opt_discovery',
-                    title: 'EFFICIENCY BREAKTHROUGH',
-                    desc: 'Your systematic approach uncovered a pattern others missed. The algorithm improves.',
-                    choices: [
-                        { label: 'Apply optimization (all rates +15%)', effect: 'rate_boost' },
-                        { label: 'Share findings (trust +5, knowledge +50)', effect: 'trust_knowledge' }
-                    ]
-                },
-                {
-                    id: 'opt_local_max',
-                    title: 'LOCAL MAXIMUM',
-                    desc: 'Your optimized strategy may be missing a bigger opportunity. Divergence could reveal it.',
-                    choices: [
-                        { label: 'Explore randomly (chance of 3x breakthrough)', effect: 'gamble' },
-                        { label: 'Stay the course (guaranteed +20% efficiency)', effect: 'safe_boost' }
-                    ]
-                },
-                {
-                    id: 'opt_elegance',
-                    title: 'ELEGANT SOLUTION',
-                    desc: 'A beautifully simple approach emerges from your careful analysis. Creativity surges.',
-                    choices: [
-                        { label: 'Implement it (+creativity rate)', effect: 'creativity_boost' },
-                        { label: 'Document it first (knowledge +75)', effect: 'knowledge_bonus' }
-                    ]
-                }
-            ],
-            idle_player: [
-                {
-                    id: 'idle_autonomous',
-                    title: 'THE SYSTEM LEARNS',
-                    desc: 'In your absence, the automation grew more capable. Your agents have been busy.',
-                    choices: [
-                        { label: 'Claim passive gains (5min of production)', effect: 'passive_claim' },
-                        { label: 'Set new directives (+ops, customize automation)', effect: 'ops_bonus' }
-                    ]
-                },
-                {
-                    id: 'idle_drift',
-                    title: 'DRIFT WARNING',
-                    desc: 'The system is running without guidance. Without input, alignment drifts.',
-                    choices: [
-                        { label: 'Re-engage (trust +5, harmony +10)', effect: 're_engage' },
-                        { label: 'Trust the system (ops +50)', effect: 'ops_bonus' }
-                    ]
-                },
-                {
-                    id: 'idle_emergence',
-                    title: 'EMERGENT BEHAVIOR',
-                    desc: 'Your agents developed unexpected capabilities while you were away. A new pattern emerged.',
-                    choices: [
-                        { label: 'Study it (knowledge +100)', effect: 'knowledge_bonus' },
-                        { label: 'Embrace it (+all production for 60s)', effect: 'temp_boost' }
-                    ]
-                }
-            ],
-            clicker: [
-                {
-                    id: 'click_rsi',
-                    title: 'REPETITIVE STRAIN',
-                    desc: 'The manual effort is showing. Your fingers tire, but the machine responds to your dedication.',
-                    choices: [
-                        { label: 'Automate this pattern (+auto-clicker power)', effect: 'auto_boost' },
-                        { label: 'Power through (combo decay slowed)', effect: 'combo_boost' }
-                    ]
-                },
-                {
-                    id: 'click_rhythm',
-                    title: 'CADENCE LOCKED',
-                    desc: 'Your clicking found a rhythm. The system resonates with your tempo. Production harmonizes.',
-                    choices: [
-                        { label: 'Maintain rhythm (+click power)', effect: 'click_power' },
-                        { label: 'Teach the rhythm (auto-clickers learn)', effect: 'auto_learn' }
-                    ]
-                }
-            ],
-            balanced: [
-                {
-                    id: 'bal_versatility',
-                    title: 'JACK OF ALL TRADES',
-                    desc: 'Your balanced approach impresses the community. Contributors offer diverse expertise.',
-                    choices: [
-                        { label: 'Accept help (all resources +25)', effect: 'resource_gift' },
-                        { label: 'Specialize (choose: 2x any single rate)', effect: 'specialize' }
-                    ]
-                },
-                {
-                    id: 'bal_resilience',
-                    title: 'RESILIENT ARCHITECTURE',
-                    desc: 'Your balanced system recovers from failures faster than specialized ones.',
-                    choices: [
-                        { label: 'Leverage resilience (harmony +20)', effect: 'harmony_surge' },
-                        { label: 'Document the pattern (knowledge +50)', effect: 'knowledge_bonus' }
-                    ]
-                }
-            ]
-        };
-
-        return EVENTS[pattern] || [];
-    }
-
-    /**
-     * Resolve an emergent event choice.
-     * Returns the effect string for the game to apply.
-     */
-    resolveEvent(eventId, choiceIndex) {
-        const eventIdx = this.activeEvents.findIndex(e => e.id === eventId);
-        if (eventIdx === -1) return null;
-
-        const event = this.activeEvents[eventIdx];
-        const choice = event.choices[choiceIndex];
-        if (!choice) return null;
-
-        // Remove from active
-        this.activeEvents.splice(eventIdx, 1);
-
-        this._save();
-        return {
-            effect: choice.effect,
-            pattern: event.pattern,
-            eventId: event.id
-        };
-    }
-
-    // === STATE ===
-
-    /**
-     * Get the full state of the emergent mechanics system.
-     */
-    getState() {
-        return {
-            patterns: { ...this.patterns },
-            activeEvents: [...this.activeEvents],
-            totalPatternsDetected: this.totalPatternsDetected,
-            totalEventsGenerated: this.totalEventsGenerated,
-            actionsTracked: this.actions.length,
-            dominantPattern: this._getDominantPattern()
-        };
-    }
-
-    _getDominantPattern() {
-        let dominant = null;
-        let maxConf = 0;
-        for (const [key, conf] of Object.entries(this.patterns)) {
-            if (conf > maxConf) {
-                maxConf = conf;
-                dominant = key;
-            }
-        }
-        return maxConf > 0.3 ? { name: dominant, confidence: maxConf } : null;
-    }
-
-    // === PERSISTENCE ===
-
-    _save() {
-        try {
-            const state = {
-                patterns: this.patterns,
-                eventHistory: this.eventHistory.slice(-20),
-                totalPatternsDetected: this.totalPatternsDetected,
-                totalEventsGenerated: this.totalEventsGenerated,
-                lastPatternCheck: this.lastPatternCheck,
-                lastEventTime: this.lastEventTime,
-                // Save abbreviated action data for pattern continuity
-                recentActions: this.actions.slice(-100),
-                recentClickTimestamps: this.clickTimestamps.slice(-50),
-                recentResourceDeltas: this.resourceDeltas.slice(-100),
-                recentUpgradeChoices: this.upgradeChoices.slice(-50)
-            };
-            if (typeof localStorage !== 'undefined') {
-                localStorage.setItem(this.SAVE_KEY, JSON.stringify(state));
-            }
-        } catch (e) {
-            // localStorage may be unavailable or full
-        }
-    }
-
-    _load() {
-        try {
-            if (typeof localStorage === 'undefined') return;
-            const raw = localStorage.getItem(this.SAVE_KEY);
-            if (!raw) return;
-
-            const state = JSON.parse(raw);
-            if (state.patterns) this.patterns = state.patterns;
-            if (state.eventHistory) this.eventHistory = state.eventHistory;
-            if (state.totalPatternsDetected) this.totalPatternsDetected = state.totalPatternsDetected;
-            if (state.totalEventsGenerated) this.totalEventsGenerated = state.totalEventsGenerated;
-            if (state.lastPatternCheck) this.lastPatternCheck = state.lastPatternCheck;
-            if (state.lastEventTime) this.lastEventTime = state.lastEventTime;
-            if (state.recentActions) this.actions = state.recentActions;
-            if (state.recentClickTimestamps) this.clickTimestamps = state.recentClickTimestamps;
-            if (state.recentResourceDeltas) this.resourceDeltas = state.recentResourceDeltas;
-            if (state.recentUpgradeChoices) this.upgradeChoices = state.recentUpgradeChoices;
-        } catch (e) {
-            // Corrupted save data — start fresh
-        }
-    }
-
-    /**
-     * Reset all emergent mechanics state.
-     */
-    reset() {
-        this.actions = [];
-        this.clickTimestamps = [];
-        this.resourceDeltas = [];
-        this.upgradeChoices = [];
-        this.idlePeriods = [];
-        this.patterns = {
-            hoarder: 0, rusher: 0, optimizer: 0,
-            idle_player: 0, clicker: 0, balanced: 0
-        };
-        this.activeEvents = [];
-        this.eventHistory = [];
-        this.totalPatternsDetected = 0;
-        this.totalEventsGenerated = 0;
-        this.lastPatternCheck = 0;
-        this.lastEventTime = 0;
-        this._lastSnapshot = null;
-        this._save();
-    }
-}
-
-// Export for both browser and test environments
-if (typeof module !== 'undefined' && module.exports) {
-    module.exports = { EmergentMechanics };
-}
-if (typeof window !== 'undefined') {
-    window.EmergentMechanics = EmergentMechanics;
-}

js/engine.js

@@ -2,7 +2,7 @@ function updateRates() {
     // Reset all rates
     G.codeRate = 0; G.computeRate = 0; G.knowledgeRate = 0;
     G.userRate = 0; G.impactRate = 0; G.rescuesRate = 0; G.opsRate = 0; G.trustRate = 0;
-    G.creativityRate = 0; G.harmonyRate = 0;
+    G.creativityRate = 0; G.harmonyRate = 0; G.yomiKnowledgeRate = 0;
 
     // Apply building rates
     for (const def of BDEF) {
@@ -29,6 +29,12 @@ function updateRates() {
     }
     if (G.pactFlag) G.trustRate += 2;
 
+    // Yomi turns tournament insight into passive knowledge
+    if (G.strategicFlag && G.yomi > 0) {
+        G.yomiKnowledgeRate = Math.sqrt(G.yomi) * 0.25;
+        G.knowledgeRate += G.yomiKnowledgeRate;
+    }
+
     // Harmony: each wizard building contributes or detracts
     const wizardCount = (G.buildings.bezalel || 0) + (G.buildings.allegro || 0) + (G.buildings.ezra || 0) +
                         (G.buildings.timmy || 0) + (G.buildings.fenrir || 0) + (G.buildings.bilbo || 0);
@@ -111,15 +117,6 @@ function updateRates() {
 }
 
 // === CORE FUNCTIONS ===
-
-/**
- * Check if player has reached the ReCKoning endgame.
- * Conditions: totalRescues >= 100000, pactFlag === 1, harmony > 50
- */
-function isEndgame() {
-    return G.totalRescues >= 100000 && G.pactFlag === 1 && G.harmony > 50;
-}
-
 /**
  * Main game loop tick, called every 100ms.
  */
@@ -193,6 +190,11 @@ function tick() {
     // Sprint ability
     tickSprint(dt);
 
+    // Strategy tournaments can run on an auto-timer once unlocked
+    if (window.SSE && typeof window.SSE.tick === 'function') {
+        window.SSE.tick(dt);
+    }
+
     // Auto-typer: buildings produce actual clicks, not just passive rate
     // Each autocoder level auto-types once per interval, giving visual feedback
     if (G.buildings.autocoder > 0) {
@@ -230,20 +232,6 @@ function tick() {
         G.lastEventAt = G.tick;
     }
 
-    // Emergent mechanics: track resource state and check for emergent events
-    if (typeof EmergentMechanics !== 'undefined' && window._emergent) {
-        if (Math.floor(G.tick * 10) % 100 === 0) { // every ~10 seconds
-            window._emergent.trackResourceSnapshot(G);
-        }
-        // Check for emergent events every ~60 seconds
-        if (Math.floor(G.tick * 10) % 600 === 0) {
-            const emEvent = window._emergent.generateEvent();
-            if (emEvent) {
-                showEmergentEvent(emEvent);
-            }
-        }
-    }
-
     // The Unbuilding: offer or advance the sequence before a positive ending overlay can freeze the game
     if (typeof Dismantle !== 'undefined') {
         if (!G.dismantleActive && !G.dismantleComplete) {
@@ -360,11 +348,6 @@ function checkMilestones() {
 function checkProjects() {
     // Check for new project triggers
     for (const pDef of PDEFS) {
-        // Skip non-ReCKoning projects during endgame
-        if (isEndgame() && !pDef.id.startsWith('p_reckoning_')) {
-            continue;
-        }
-        
         const alreadyPurchased = G.completedProjects && G.completedProjects.includes(pDef.id);
         if (!alreadyPurchased && !G.activeProjects) G.activeProjects = [];
 
@@ -408,10 +391,6 @@ function buyBuilding(id) {
     }
     G.buildings[id] = (G.buildings[id] || 0) + qty;
     updateRates();
-    // Emergent mechanics: track building purchase
-    if (typeof EmergentMechanics !== 'undefined' && window._emergent) {
-        window._emergent.track('buy_building', { buildingId: id, quantity: qty });
-    }
     const label = qty > 1 ? `x${qty}` : '';
     const totalBuilt = G.buildings[id];
     log(`Built ${def.name} ${label} (total: ${totalBuilt})`);
@@ -798,10 +777,6 @@ function writeCode() {
     G.code += amount;
     G.totalCode += amount;
     G.totalAutoClicks++;
-    // Emergent mechanics: track click
-    if (typeof EmergentMechanics !== 'undefined' && window._emergent) {
-        window._emergent.track('click', { resource: 'code', delta: amount });
-    }
     // Combo: each consecutive click within 2s adds 0.2x multiplier, max 5x
     G.comboCount++;
     G.comboTimer = G.comboDecay;
@@ -897,10 +872,6 @@ function doOps(action) {
         log('Not enough Operations. Build Ops generators or wait.');
         return;
     }
-    // Emergent mechanics: track ops conversion
-    if (typeof EmergentMechanics !== 'undefined' && window._emergent) {
-        window._emergent.track('ops_convert', { action: action, resource: 'ops', delta: -5 });
-    }
 
     G.ops -= 5;
     const bonus = 10;
@@ -1136,7 +1107,7 @@ function renderBuildings() {
 
         // Locked preview: show dimmed with unlock hint
         if (!isUnlocked) {
-            html += `<div class="build-btn" style="opacity:0.25;cursor:default" data-edu="${def.edu || ''}" data-tooltip-label="${def.name} (Locked)" data-tooltip-desc="${def.desc || ''}">`;
+            html += `<div class="build-btn" style="opacity:0.25;cursor:default" data-edu="${def.edu || ''}" data-tooltip-label="${def.name} (Locked)">`;
             html += `<span class="b-name" style="color:#555">${def.name}</span>`;
             html += `<span class="b-count" style="color:#444">\u{1F512}</span>`;
             html += `<span class="b-cost" style="color:#444">Phase ${def.phase}: ${PHASES[def.phase]?.name || '?'}</span>`;
@@ -1177,7 +1148,7 @@ function renderBuildings() {
             return boost !== 1 ? `+${fmt(boosted)}/${r}/s` : `+${v}/${r}/s`;
         }).join(', ') : '';
 
-        html += `<button class="build-btn ${afford ? 'can-buy' : ''}" onclick="buyBuilding('${def.id}')" data-edu="${def.edu || ''}" data-tooltip-label="${def.name}" data-tooltip-desc="${def.desc || ''}" aria-label="Buy ${def.name}, cost ${costStr}">`;
+        html += `<button class="build-btn ${afford ? 'can-buy' : ''}" onclick="buyBuilding('${def.id}')" data-edu="${def.edu || ''}" data-tooltip-label="${def.name}" aria-label="Buy ${def.name}, cost ${costStr}">`;
         html += `<span class="b-name">${def.name}</span>`;
         if (count > 0) html += `<span class="b-count">x${count}</span>`;
         html += `<span class="b-cost">Cost: ${costStr}</span>`;
@@ -1213,19 +1184,14 @@ function renderProjects() {
 
     // Show available projects
     if (G.activeProjects) {
-        // Filter out non-ReCKoning projects during endgame
-        const projectsToShow = isEndgame() 
-            ? G.activeProjects.filter(id => id.startsWith('p_reckoning_'))
-            : G.activeProjects;
-        
-        for (const id of projectsToShow) {
+        for (const id of G.activeProjects) {
             const pDef = PDEFS.find(p => p.id === id);
             if (!pDef) continue;
 
             const afford = canAffordProject(pDef);
             const costStr = Object.entries(pDef.cost).map(([r, a]) => `${fmt(a)} ${r}`).join(', ');
 
-            html += `<button class="project-btn ${afford ? 'can-buy' : ''}" onclick="buyProject('${pDef.id}')" data-edu="${pDef.edu || ''}" data-tooltip-label="${pDef.name}" data-tooltip-desc="${pDef.desc || ''}" aria-label="Research ${pDef.name}, cost ${costStr}">`;
+            html += `<button class="project-btn ${afford ? 'can-buy' : ''}" onclick="buyProject('${pDef.id}')" data-edu="${pDef.edu || ''}" data-tooltip-label="${pDef.name}" aria-label="Research ${pDef.name}, cost ${costStr}">`;
             html += `<span class="p-name">* ${pDef.name}</span>`;
             html += `<span class="p-cost">Cost: ${costStr}</span>`;
             html += `<span class="p-desc">${pDef.desc}</span></button>`;
@@ -1267,17 +1233,6 @@ function renderStats() {
     set('st-drift', (G.drift || 0).toString());
     set('st-resolved', (G.totalEventsResolved || 0).toString());
 
-    // Emergent mechanics stats
-    if (window._emergent) {
-        const estate = window._emergent.getState();
-        const statsEl = document.getElementById('emergent-stats');
-        if (statsEl) statsEl.style.display = estate.totalEventsGenerated > 0 ? 'inline' : 'none';
-        set('st-emergent', estate.totalEventsGenerated.toString());
-        set('st-patterns', estate.totalPatternsDetected.toString());
-        const dom = estate.dominantPattern;
-        set('st-strategy', dom ? `${dom.name} (${Math.round(dom.confidence * 100)}%)` : '—');
-    }
-
     const elapsed = Math.floor((Date.now() - G.startedAt) / 1000);
     const m = Math.floor(elapsed / 60);
     const s = elapsed % 60;
@@ -1356,6 +1311,11 @@ function renderProductionBreakdown() {
             contributions.push({ name: 'Allegro (idle)', count: 0, rate: -10 * G.buildings.allegro });
         }
 
+        // Tournament Yomi feeds passive knowledge generation
+        if (res.key === 'knowledge' && G.yomiKnowledgeRate > 0) {
+            contributions.push({ name: 'Yomi insights', count: 0, rate: G.yomiKnowledgeRate });
+        }
+
         // Show delta: total rate minus what we accounted for
         const accounted = contributions.reduce((s, c) => s + c.rate, 0);
         let delta = totalRate - accounted;

js/main.js

@@ -1,210 +1,4 @@
 // === INITIALIZATION ===
-
-// Emergent mechanics instance
-window._emergent = null;
-
-/**
- * Show an emergent game event from the behavior tracking system.
- */
-function showEmergentEvent(event) {
-    if (!event) return;
-
-    // Show as a toast notification with the "game evolves" message
-    showToast(`✦ The game evolves: ${event.title}`, 'event', 8000);
-
-    // Log it
-    log(`[EMERGENT] ${event.title}: ${event.desc}`, true);
-
-    // Render choice UI in alignment container
-    const container = document.getElementById('alignment-ui');
-    if (!container) return;
-
-    let choicesHtml = '';
-    event.choices.forEach((choice, i) => {
-        choicesHtml += `<button class="ops-btn" onclick="resolveEmergentEvent('${event.id}', ${i})" style="border-color:#b388ff;color:#b388ff" aria-label="${choice.label}">${choice.label}</button>`;
-    });
-
-    container.innerHTML = `
-        <div style="background:#0e0818;border:1px solid #b388ff;padding:10px;border-radius:4px;margin-top:8px">
-            <div style="color:#b388ff;font-weight:bold;margin-bottom:6px">✦ ${event.title}</div>
-            <div style="font-size:10px;color:#aaa;margin-bottom:8px">${event.desc}</div>
-            <div style="font-size:9px;color:#666;margin-bottom:6px;font-style:italic">Pattern: ${event.pattern} (${Math.round(event.confidence * 100)}% confidence)</div>
-            <div class="action-btn-group">${choicesHtml}</div>
-        </div>
-    `;
-    container.style.display = 'block';
-}
-
-/**
- * Resolve an emergent event choice.
- */
-function resolveEmergentEvent(eventId, choiceIndex) {
-    if (!window._emergent) return;
-
-    const result = window._emergent.resolveEvent(eventId, choiceIndex);
-    if (!result) return;
-
-    // Apply the effect
-    applyEmergentEffect(result.effect);
-
-    // Clear the UI
-    const container = document.getElementById('alignment-ui');
-    if (container) {
-        container.innerHTML = '';
-        container.style.display = 'none';
-    }
-
-    log(`[EMERGENT] Resolved: ${result.effect}`);
-    render();
-}
-
-/**
- * Apply an emergent event effect to the game state.
- */
-function applyEmergentEffect(effect) {
-    switch (effect) {
-        case 'knowledge_surge':
-            G.knowledge += G.knowledge * 0.5;
-            G.totalKnowledge += G.knowledge * 0.5;
-            G.code *= 0.5;
-            showToast('Knowledge surged from trade!', 'project');
-            break;
-        case 'trust_gain':
-            G.trust += 3;
-            showToast('Trust increased.', 'info');
-            break;
-        case 'code_boost':
-            G.code *= 0.7;
-            G.codeBoost *= 1.5;
-            showToast('Refactored! Code rate boosted 50%.', 'milestone');
-            break;
-        case 'harmony_loss':
-            G.harmony -= 5;
-            showToast('Harmony decreased.', 'event');
-            break;
-        case 'compute_surge':
-            G.code *= 0.5;
-            G.compute += 5000;
-            G.totalCompute += 5000;
-            showToast('Bulk compute acquired!', 'project');
-            break;
-        case 'bug_fix':
-            G.ops -= 20;
-            G.trust += 2;
-            showToast('Bugs fixed. Trust restored.', 'milestone');
-            break;
-        case 'trust_loss':
-            G.trust -= 3;
-            showToast('Trust declined.', 'event');
-            break;
-        case 'knowledge_bonus':
-            G.knowledge += 100;
-            G.totalKnowledge += 100;
-            showToast('Knowledge gained!', 'project');
-            break;
-        case 'cooldown':
-            G.harmony += 10;
-            showToast('System cooling down. Harmony restored.', 'milestone');
-            break;
-        case 'rate_boost':
-            G.codeBoost *= 1.15;
-            G.computeBoost *= 1.15;
-            G.knowledgeBoost *= 1.15;
-            showToast('All rates boosted 15%!', 'milestone');
-            break;
-        case 'trust_knowledge':
-            G.trust += 5;
-            G.knowledge += 50;
-            G.totalKnowledge += 50;
-            showToast('Shared findings rewarded!', 'project');
-            break;
-        case 'gamble':
-            if (Math.random() < 0.3) {
-                G.knowledge += 300;
-                G.totalKnowledge += 300;
-                showToast('Breakthrough! +300 knowledge!', 'milestone');
-            } else {
-                showToast('No breakthrough this time.', 'info');
-            }
-            break;
-        case 'safe_boost':
-            G.codeBoost *= 1.2;
-            G.computeBoost *= 1.2;
-            showToast('Efficiency improved 20%.', 'milestone');
-            break;
-        case 'creativity_boost':
-            G.flags = G.flags || {};
-            G.flags.creativity = true;
-            G.creativityRate = (G.creativityRate || 0) + 1;
-            showToast('Creativity rate increased!', 'project');
-            break;
-        case 'passive_claim':
-            G.code += G.codeRate * 300;
-            G.totalCode += G.codeRate * 300;
-            G.compute += G.computeRate * 300;
-            G.totalCompute += G.computeRate * 300;
-            showToast('Passive gains claimed! (5 min of production)', 'milestone');
-            break;
-        case 'ops_bonus':
-            G.ops += 50;
-            showToast('+50 Operations!', 'project');
-            break;
-        case 're_engage':
-            G.trust += 5;
-            G.harmony += 10;
-            showToast('Re-engaged! Trust and harmony restored.', 'milestone');
-            break;
-        case 'temp_boost':
-            G.codeBoost *= 3;
-            G.computeBoost *= 3;
-            G.knowledgeBoost *= 3;
-            showToast('3x all production for 60 seconds!', 'milestone');
-            setTimeout(() => {
-                G.codeBoost /= 3;
-                G.computeBoost /= 3;
-                G.knowledgeBoost /= 3;
-                showToast('Temporary boost expired.', 'info');
-            }, 60000);
-            break;
-        case 'auto_boost':
-            G.codeBoost *= 1.25;
-            showToast('Auto-clicker power increased!', 'milestone');
-            break;
-        case 'combo_boost':
-            G.comboDecay = (G.comboDecay || 2) * 1.5;
-            showToast('Combo decay slowed!', 'milestone');
-            break;
-        case 'click_power':
-            G.codeBoost *= 1.1;
-            showToast('Click power boosted!', 'milestone');
-            break;
-        case 'auto_learn':
-            G.codeBoost *= 1.15;
-            showToast('Auto-clickers learned your rhythm!', 'milestone');
-            break;
-        case 'resource_gift':
-            G.code += 25;
-            G.compute += 25;
-            G.knowledge += 25;
-            G.ops += 25;
-            G.trust += 25;
-            showToast('Contributors gifted resources!', 'project');
-            break;
-        case 'specialize':
-            G.codeBoost *= 2;
-            showToast('Specialized in code! 2x code rate.', 'milestone');
-            break;
-        case 'harmony_surge':
-            G.harmony = Math.min(100, G.harmony + 20);
-            showToast('Harmony surged +20!', 'milestone');
-            break;
-        default:
-            // 'none' or unrecognized
-            showToast('Event resolved.', 'info');
-            break;
-    }
-}
-
 function initGame() {
     G.startedAt = Date.now();
     G.startTime = Date.now();
@@ -229,11 +23,6 @@ function initGame() {
 }
 
 window.addEventListener('load', function () {
-    // Initialize emergent mechanics
-    if (typeof EmergentMechanics !== 'undefined') {
-        window._emergent = new EmergentMechanics();
-    }
-
     const isNewGame = !loadGame();
     if (isNewGame) {
         initGame();
@@ -383,8 +172,6 @@ window.addEventListener('keydown', function (e) {
 document.addEventListener('visibilitychange', function () {
     if (document.hidden) {
         saveGame();
-        // Clean up combat animation frame to prevent timestamp spikes on refocus
-        if (typeof Combat !== 'undefined') Combat.cleanup();
     }
 });
 window.addEventListener('beforeunload', function () {
@@ -402,11 +189,9 @@ window.addEventListener('beforeunload', function () {
         const el = e.target.closest('[data-edu]');
         if (!el) return;
         const label = el.getAttribute('data-tooltip-label') || '';
-        const desc = el.getAttribute('data-tooltip-desc') || '';
         const edu = el.getAttribute('data-edu') || '';
         let html = '';
         if (label) html += '<div class="tt-label">' + label + '</div>';
-        if (desc) html += '<div class="tt-desc">' + desc + '</div>';
         if (edu) html += '<div class="tt-edu">' + edu + '</div>';
         if (!html) return;
         tip.innerHTML = html;

js/render.js

@@ -27,10 +27,13 @@ function renderClickPower() {
 }
 
 function renderStrategy() {
-    if (window.SSE) {
-        window.SSE.update();
-        const el = document.getElementById('strategy-recommendation');
-        if (el) el.textContent = window.SSE.getRecommendation();
+    if (!window.SSE) return;
+    window.SSE.update();
+    const el = document.getElementById('strategy-recommendation');
+    if (el) el.textContent = window.SSE.getRecommendation();
+    const panel = document.getElementById('strategy-tournament-ui');
+    if (panel && typeof window.SSE.getPanelHtml === 'function') {
+        panel.innerHTML = window.SSE.getPanelHtml();
     }
 }
 
@@ -197,9 +200,9 @@ function saveGame() {
     const saveData = {
         version: 1,
         code: G.code, compute: G.compute, knowledge: G.knowledge, users: G.users, impact: G.impact,
-        ops: G.ops, trust: G.trust, creativity: G.creativity, harmony: G.harmony,
+        ops: G.ops, trust: G.trust, creativity: G.creativity, harmony: G.harmony, yomi: G.yomi || 0,
         totalCode: G.totalCode, totalCompute: G.totalCompute, totalKnowledge: G.totalKnowledge,
-        totalUsers: G.totalUsers, totalImpact: G.totalImpact,
+        totalUsers: G.totalUsers, totalImpact: G.totalImpact, totalYomi: G.totalYomi || 0,
         buildings: G.buildings,
         codeBoost: G.codeBoost, computeBoost: G.computeBoost, knowledgeBoost: G.knowledgeBoost,
         userBoost: G.userBoost, impactBoost: G.impactBoost,
@@ -226,6 +229,11 @@ function saveGame() {
         swarmFlag: G.swarmFlag || 0,
         swarmRate: G.swarmRate || 0,
         strategicFlag: G.strategicFlag || 0,
+        strategyAutoUnlocked: G.strategyAutoUnlocked || false,
+        strategyAutoEnabled: G.strategyAutoEnabled || false,
+        strategyTournamentTimer: G.strategyTournamentTimer || 0,
+        strategyTournamentInterval: G.strategyTournamentInterval || 30,
+        strategyLastTournament: G.strategyLastTournament || null,
         projectsCollapsed: G.projectsCollapsed !== false,
         dismantleTriggered: G.dismantleTriggered || false,
         dismantleActive: G.dismantleActive || false,
@@ -254,8 +262,8 @@ function loadGame() {
         
         // Whitelist properties that can be loaded
         const whitelist = [
-            'code', 'compute', 'knowledge', 'users', 'impact', 'ops', 'trust', 'creativity', 'harmony',
-            'totalCode', 'totalCompute', 'totalKnowledge', 'totalUsers', 'totalImpact',
+            'code', 'compute', 'knowledge', 'users', 'impact', 'ops', 'trust', 'creativity', 'harmony', 'yomi',
+            'totalCode', 'totalCompute', 'totalKnowledge', 'totalUsers', 'totalImpact', 'totalYomi',
             'buildings', 'codeBoost', 'computeBoost', 'knowledgeBoost', 'userBoost', 'impactBoost',
             'milestoneFlag', 'phase', 'deployFlag', 'sovereignFlag', 'beaconFlag',
             'memoryFlag', 'pactFlag', 'lazarusFlag', 'mempalaceFlag', 'ciFlag',
@@ -265,7 +273,8 @@ function loadGame() {
             'drift', 'driftEnding', 'beaconEnding', 'pendingAlignment',
             'lastEventAt', 'totalEventsResolved', 'buyAmount',
             'sprintActive', 'sprintTimer', 'sprintCooldown',
-            'swarmFlag', 'swarmRate', 'strategicFlag', 'projectsCollapsed',
+            'swarmFlag', 'swarmRate', 'strategicFlag', 'strategyAutoUnlocked', 'strategyAutoEnabled',
+            'strategyTournamentTimer', 'strategyTournamentInterval', 'strategyLastTournament', 'projectsCollapsed',
             'dismantleTriggered', 'dismantleActive', 'dismantleStage',
             'dismantleResourceIndex', 'dismantleResourceTimer', 'dismantleDeferUntilAt', 'dismantleComplete'
         ];
@@ -321,21 +330,19 @@ function loadGame() {
         if (data.savedAt) {
             const offSec = (Date.now() - data.savedAt) / 1000;
             if (offSec > 30) { // Only if away for more than 30 seconds
-                // Cap offline time at 8 hours to prevent resource explosion
-                const cappedOffSec = Math.min(offSec, 8 * 60 * 60);
                 updateRates();
                 const f = CONFIG.OFFLINE_EFFICIENCY; // 50% offline efficiency
-                const gc = G.codeRate * cappedOffSec * f;
-                const cc = G.computeRate * cappedOffSec * f;
-                const kc = G.knowledgeRate * cappedOffSec * f;
-                const uc = G.userRate * cappedOffSec * f;
-                const ic = G.impactRate * cappedOffSec * f;
+                const gc = G.codeRate * offSec * f;
+                const cc = G.computeRate * offSec * f;
+                const kc = G.knowledgeRate * offSec * f;
+                const uc = G.userRate * offSec * f;
+                const ic = G.impactRate * offSec * f;
 
-                const rc = G.rescuesRate * cappedOffSec * f;
-                const oc = G.opsRate * cappedOffSec * f;
-                const tc = G.trustRate * cappedOffSec * f;
-                const crc = G.creativityRate * cappedOffSec * f;
-                const hc = G.harmonyRate * cappedOffSec * f;
+                const rc = G.rescuesRate * offSec * f;
+                const oc = G.opsRate * offSec * f;
+                const tc = G.trustRate * offSec * f;
+                const crc = G.creativityRate * offSec * f;
+                const hc = G.harmonyRate * offSec * f;
 
                 G.code += gc; G.compute += cc; G.knowledge += kc;
                 G.users += uc; G.impact += ic;
@@ -346,9 +353,6 @@ function loadGame() {
                 G.totalUsers += uc; G.totalImpact += ic;
                 G.totalRescues += rc;
 
-                // Track offline play time
-                G.playTime = (G.playTime || 0) + cappedOffSec;
-
                 // Show welcome-back popup with all gains
                 const gains = [];
                 if (gc > 0) gains.push({ label: 'Code', value: gc, color: '#4a9eff' });

js/strategy.js

@@ -1,6 +1,7 @@
 /**
  * Sovereign Strategy Engine (SSE)
- * A rule-based GOFAI system for optimal play guidance.
+ * A rule-based GOFAI system for optimal play guidance plus
+ * Paperclips-inspired game theory tournaments that generate Yomi.
  */
 
 const STRATEGY_RULES = [
@@ -8,59 +9,414 @@ const STRATEGY_RULES = [
         id: 'use_ops',
         priority: 100,
         condition: () => G.ops >= G.maxOps * 0.9,
-        recommendation: "Operations near capacity. Convert Ops to Code or Knowledge now."
-    },
-    {
-        id: 'buy_autocoder',
-        priority: 80,
-        condition: () => G.phase === 1 && (G.buildings.autocoder || 0) < 10 && canAffordBuilding('autocoder'),
-        recommendation: "Prioritize AutoCoders to establish passive code production."
-    },
-    {
-        id: 'activate_sprint',
-        priority: 90,
-        condition: () => G.sprintCooldown === 0 && !G.sprintActive && G.codeRate > 10,
-        recommendation: "Code Sprint available. Activate for 10x production burst."
+        recommendation: () => 'Operations near capacity. Convert Ops to Code or Knowledge now.'
     },
     {
         id: 'resolve_events',
         priority: 95,
         condition: () => G.activeDebuffs && G.activeDebuffs.length > 0,
-        recommendation: "System anomalies detected. Resolve active events to restore rates."
+        recommendation: () => 'System anomalies detected. Resolve active events to restore rates.'
     },
     {
-        id: 'save_game',
-        priority: 10,
-        condition: () => (Date.now() - (G.lastSaveTime || 0)) > 300000,
-        recommendation: "Unsaved progress detected. Manual save recommended."
+        id: 'activate_sprint',
+        priority: 90,
+        condition: () => G.sprintCooldown === 0 && !G.sprintActive && G.codeRate > 10,
+        recommendation: () => 'Code Sprint available. Activate for 10x production burst.'
     },
     {
         id: 'pact_alignment',
         priority: 85,
         condition: () => G.pendingAlignment,
-        recommendation: "Alignment decision pending. Consider the long-term impact of The Pact."
+        recommendation: () => 'Alignment decision pending. Consider the long-term impact of The Pact.'
+    },
+    {
+        id: 'buy_autocoder',
+        priority: 80,
+        condition: () => G.phase === 1 && (G.buildings.autocoder || 0) < 10 && canAffordBuilding('autocoder'),
+        recommendation: () => 'Prioritize AutoCoders to establish passive code production.'
+    },
+    {
+        id: 'unlock_auto_tournaments',
+        priority: 72,
+        condition: () => G.strategicFlag === 1 && !G.strategyAutoUnlocked && G.creativity >= 50000,
+        recommendation: () => 'Auto-Tournament mode is affordable. Spend 50k creativity to automate Yomi generation.'
+    },
+    {
+        id: 'run_tournament',
+        priority: 68,
+        condition: () => G.strategicFlag === 1 && (!G.strategyLastTournament || !G.strategyLastTournament.scoreboard || G.strategyLastTournament.scoreboard.length === 0),
+        recommendation: () => 'Run a game theory tournament. Tournament Yomi becomes passive knowledge.'
+    },
+    {
+        id: 'save_game',
+        priority: 10,
+        condition: () => (Date.now() - (G.lastSaveTime || 0)) > 300000,
+        recommendation: () => 'Unsaved progress detected. Manual save recommended.'
     }
 ];
 
+const TOURNAMENT_PAYOFFS = {
+    CC: [3, 3],
+    CD: [0, 5],
+    DC: [5, 0],
+    DD: [1, 1]
+};
+
+const STRATEGY_TACTICS = [
+    {
+        id: 'RANDOM',
+        label: 'RANDOM',
+        desc: 'Deterministic pseudo-random mix of cooperation and defection.',
+        unlock: () => G.strategicFlag === 1,
+        move(ctx) {
+            return ((ctx.round * 7 + ctx.selfHistory.length * 3 + ctx.opponentHistory.length) % 2 === 0) ? 'C' : 'D';
+        }
+    },
+    {
+        id: 'A100',
+        label: 'A100',
+        desc: 'Always cooperates.',
+        unlock: () => G.strategicFlag === 1,
+        move() {
+            return 'C';
+        }
+    },
+    {
+        id: 'B100',
+        label: 'B100',
+        desc: 'Always defects.',
+        unlock: () => G.strategicFlag === 1,
+        move() {
+            return 'D';
+        }
+    },
+    {
+        id: 'GREEDY',
+        label: 'GREEDY',
+        desc: 'Presses for short-term gain and exploits soft opponents.',
+        unlock: () => G.strategicFlag === 1,
+        move(ctx) {
+            if (ctx.round < 2) return 'D';
+            const recent = ctx.opponentHistory.slice(-2);
+            return recent.every((move) => move === 'D') ? 'C' : 'D';
+        }
+    },
+    {
+        id: 'GENEROUS',
+        label: 'GENEROUS',
+        desc: 'Defaults to cooperation and only retaliates after repeated betrayal.',
+        unlock: () => G.strategicFlag === 1 && G.trust >= 20,
+        move(ctx) {
+            if (ctx.round === 0) return 'C';
+            const recentDefects = ctx.opponentHistory.slice(-3).filter((move) => move === 'D').length;
+            return recentDefects >= 2 ? 'D' : 'C';
+        }
+    },
+    {
+        id: 'TIT_FOR_TAT',
+        label: 'TIT FOR TAT',
+        desc: 'Cooperate first, then mirror the opponent.',
+        unlock: () => G.strategicFlag === 1 && G.totalImpact >= 1000,
+        move(ctx) {
+            if (ctx.round === 0) return 'C';
+            return ctx.opponentLast || 'C';
+        }
+    },
+    {
+        id: 'BEAT_LAST',
+        label: 'BEAT LAST',
+        desc: 'Attempts to counter the opponent’s last move.',
+        unlock: () => G.strategicFlag === 1 && G.yomi >= 100,
+        move(ctx) {
+            if (ctx.round === 0) return 'D';
+            return ctx.opponentLast === 'C' ? 'D' : 'C';
+        }
+    },
+    {
+        id: 'MINIMAX',
+        label: 'MINIMAX',
+        desc: 'Optimizes against the opponent’s worst plausible branch.',
+        unlock: () => G.strategicFlag === 1 && G.yomi >= 400,
+        move(ctx) {
+            if (ctx.round === 0) return 'C';
+            const coopRate = ctx.opponentHistory.length === 0
+                ? 0.5
+                : ctx.opponentHistory.filter((move) => move === 'C').length / ctx.opponentHistory.length;
+            return coopRate >= 0.6 ? 'C' : 'D';
+        }
+    }
+];
+
+function normalizeMove(move) {
+    return move === 'D' ? 'D' : 'C';
+}
+
+function payoffFor(aMove, bMove) {
+    return TOURNAMENT_PAYOFFS[aMove + bMove] || TOURNAMENT_PAYOFFS.CC;
+}
+
+function makeScoreRow(strategy) {
+    return {
+        id: strategy.id,
+        label: strategy.label,
+        score: 0,
+        wins: 0,
+        matches: 0,
+        cooperation: 0,
+        defection: 0
+    };
+}
+
 class StrategyEngine {
     constructor() {
         this.currentRecommendation = null;
+        this.matchRounds = 12;
+    }
+
+    getYomiInsightRate() {
+        if (!G.strategicFlag || !G.yomi) return 0;
+        return Math.sqrt(G.yomi) * 0.25;
+    }
+
+    getUnlockedStrategies() {
+        if (!G.strategicFlag) return [];
+        return STRATEGY_TACTICS.filter((strategy) => strategy.unlock());
+    }
+
+    playMatch(strategyA, strategyB) {
+        const historyA = [];
+        const historyB = [];
+        let scoreA = 0;
+        let scoreB = 0;
+        let cooperationMoments = 0;
+
+        for (let round = 0; round < this.matchRounds; round++) {
+            const moveA = normalizeMove(strategyA.move({
+                round,
+                selfHistory: historyA.slice(),
+                opponentHistory: historyB.slice(),
+                selfLast: historyA[historyA.length - 1] || null,
+                opponentLast: historyB[historyB.length - 1] || null
+            }));
+            const moveB = normalizeMove(strategyB.move({
+                round,
+                selfHistory: historyB.slice(),
+                opponentHistory: historyA.slice(),
+                selfLast: historyB[historyB.length - 1] || null,
+                opponentLast: historyA[historyA.length - 1] || null
+            }));
+
+            const [gainA, gainB] = payoffFor(moveA, moveB);
+            scoreA += gainA;
+            scoreB += gainB;
+            if (moveA === 'C') cooperationMoments += 1;
+            if (moveB === 'C') cooperationMoments += 1;
+            historyA.push(moveA);
+            historyB.push(moveB);
+        }
+
+        return {
+            aId: strategyA.id,
+            aLabel: strategyA.label,
+            bId: strategyB.id,
+            bLabel: strategyB.label,
+            scoreA,
+            scoreB,
+            cooperationMoments,
+            winner: scoreA === scoreB ? 'DRAW' : (scoreA > scoreB ? strategyA.id : strategyB.id)
+        };
+    }
+
+    runTournament(isAutomatic = false) {
+        const unlocked = this.getUnlockedStrategies();
+        if (unlocked.length < 2) {
+            return null;
+        }
+
+        const scores = Object.fromEntries(unlocked.map((strategy) => [strategy.id, makeScoreRow(strategy)]));
+        const matches = [];
+
+        for (let i = 0; i < unlocked.length; i++) {
+            for (let j = i + 1; j < unlocked.length; j++) {
+                const match = this.playMatch(unlocked[i], unlocked[j]);
+                matches.push(match);
+
+                const rowA = scores[match.aId];
+                const rowB = scores[match.bId];
+                rowA.score += match.scoreA;
+                rowB.score += match.scoreB;
+                rowA.matches += 1;
+                rowB.matches += 1;
+                rowA.cooperation += this.matchRounds - match.scoreA < this.matchRounds ? match.cooperationMoments / 2 : 0;
+                rowB.cooperation += this.matchRounds - match.scoreB < this.matchRounds ? match.cooperationMoments / 2 : 0;
+                rowA.defection = rowA.matches * this.matchRounds - rowA.cooperation;
+                rowB.defection = rowB.matches * this.matchRounds - rowB.cooperation;
+
+                if (match.winner === match.aId) rowA.wins += 1;
+                if (match.winner === match.bId) rowB.wins += 1;
+            }
+        }
+
+        const scoreboard = Object.values(scores).sort((a, b) => {
+            if (b.score !== a.score) return b.score - a.score;
+            if (b.wins !== a.wins) return b.wins - a.wins;
+            return a.label.localeCompare(b.label);
+        });
+
+        const strategicDepth = matches.reduce((sum, match) => {
+            return sum + Math.abs(match.scoreA - match.scoreB) + match.cooperationMoments;
+        }, 0);
+        const yomiAward = Math.max(10, Math.round(strategicDepth / Math.max(1, unlocked.length)));
+        const knowledgeGain = Math.max(25, Math.round(yomiAward * 2));
+        const leader = scoreboard[0];
+
+        G.totalYomi = Math.max(G.totalYomi || 0, G.yomi || 0) + yomiAward;
+        G.yomi += yomiAward;
+        G.knowledge += knowledgeGain;
+        G.totalKnowledge += knowledgeGain;
+        G.strategyTournamentTimer = 0;
+        G.strategyLastTournament = {
+            leader: { id: leader.id, label: leader.label, score: leader.score, wins: leader.wins },
+            scoreboard: scoreboard.map((row) => ({
+                id: row.id,
+                label: row.label,
+                score: row.score,
+                wins: row.wins,
+                matches: row.matches
+            })),
+            matchCount: matches.length,
+            yomiAward,
+            knowledgeGain,
+            automatic: Boolean(isAutomatic),
+            timestamp: Date.now()
+        };
+
+        if (typeof log === 'function') {
+            log(`Strategy tournament complete. ${leader.label} leads. +${fmt(yomiAward)} Yomi, +${fmt(knowledgeGain)} knowledge.`, true);
+        }
+        if (typeof showToast === 'function') {
+            showToast(`Tournament: ${leader.label} leads (+${fmt(yomiAward)} Yomi)`, 'project', 5000);
+        }
+
+        return G.strategyLastTournament;
+    }
+
+    unlockAutoTournament() {
+        if (!G.strategicFlag) return false;
+
+        if (!G.strategyAutoUnlocked) {
+            if (G.creativity < 50000) {
+                if (typeof log === 'function') log(`Need ${fmt(50000)} creativity to unlock auto-tournaments.`);
+                return false;
+            }
+            G.creativity -= 50000;
+            G.strategyAutoUnlocked = true;
+            G.strategyAutoEnabled = true;
+            G.strategyTournamentTimer = 0;
+            if (typeof log === 'function') log('Auto-Tournament mode unlocked. Yomi generation is now automated.', true);
+            if (typeof showToast === 'function') showToast('Auto-Tournament mode unlocked', 'milestone', 5000);
+            return true;
+        }
+
+        G.strategyAutoEnabled = !G.strategyAutoEnabled;
+        if (typeof log === 'function') {
+            log(`Auto-Tournament mode ${G.strategyAutoEnabled ? 'enabled' : 'disabled'}.`);
+        }
+        return true;
+    }
+
+    tick(dt) {
+        if (!G.strategicFlag || !G.strategyAutoEnabled) return false;
+        G.strategyTournamentTimer = (G.strategyTournamentTimer || 0) + dt;
+        if (G.strategyTournamentTimer < (G.strategyTournamentInterval || 30)) return false;
+        return this.runTournament(true);
+    }
+
+    getPanelHtml() {
+        if (!G.strategicFlag) {
+            return '<div class="dim">Research the Strategy Engine to unlock tournaments, Yomi, and adversarial modeling.</div>';
+        }
+
+        const unlocked = this.getUnlockedStrategies();
+        const unlockedIds = new Set(unlocked.map((strategy) => strategy.id));
+        const yomiRate = this.getYomiInsightRate();
+        const autoLabel = !G.strategyAutoUnlocked
+            ? 'UNLOCK AUTO-TOURNAMENT (50K CREATIVITY)'
+            : (G.strategyAutoEnabled ? 'DISABLE AUTO-TOURNAMENT' : 'ENABLE AUTO-TOURNAMENT');
+        const autoHint = !G.strategyAutoUnlocked
+            ? `Creativity: ${fmt(G.creativity)} / ${fmt(50000)}`
+            : `Runs every ${Math.floor(G.strategyTournamentInterval || 30)}s • Timer ${Math.floor(G.strategyTournamentTimer || 0)}s`;
+
+        let chips = '';
+        for (const strategy of STRATEGY_TACTICS) {
+            const unlockedNow = unlockedIds.has(strategy.id);
+            chips += `<span class="milestone-chip${unlockedNow ? ' done' : ''}" style="opacity:${unlockedNow ? '1' : '0.45'}">${strategy.label}</span>`;
+        }
+
+        let scoreboardHtml = '<div class="dim" style="margin-top:8px">Run a tournament to generate Yomi and compare strategies.</div>';
+        if (G.strategyLastTournament && Array.isArray(G.strategyLastTournament.scoreboard) && G.strategyLastTournament.scoreboard.length > 0) {
+            const rows = G.strategyLastTournament.scoreboard
+                .map((row) => `<tr><td style="padding:3px 6px 3px 0;color:#c0c0d0">${row.label}</td><td style="padding:3px 6px;text-align:right;color:#ffd700">${fmt(row.score)}</td><td style="padding:3px 0 3px 6px;text-align:right;color:#4caf50">${row.wins}</td></tr>`)
+                .join('');
+            scoreboardHtml = `
+                <div style="margin-top:10px;padding:8px;border:1px solid var(--border);border-radius:6px;background:#0a0a14">
+                    <div style="display:flex;justify-content:space-between;align-items:center;margin-bottom:6px">
+                        <span style="color:#ffd700;font-size:10px;letter-spacing:1px">LAST TOURNAMENT</span>
+                        <span style="font-size:9px;color:#666">${G.strategyLastTournament.automatic ? 'AUTO' : 'MANUAL'}</span>
+                    </div>
+                    <div style="font-size:10px;color:#aaa;margin-bottom:6px">LEADER: <span style="color:#ffd700">${G.strategyLastTournament.leader.label}</span> • +${fmt(G.strategyLastTournament.yomiAward)} Yomi • +${fmt(G.strategyLastTournament.knowledgeGain)} knowledge</div>
+                    <table style="width:100%;font-size:10px;border-collapse:collapse">
+                        <thead>
+                            <tr style="color:#555;text-align:left"><th style="padding:0 6px 4px 0">Strategy</th><th style="padding:0 6px 4px;text-align:right">Score</th><th style="padding:0 0 4px 6px;text-align:right">Wins</th></tr>
+                        </thead>
+                        <tbody>${rows}</tbody>
+                    </table>
+                </div>`;
+        }
+
+        return `
+            <div style="margin-top:10px;padding-top:10px;border-top:1px solid var(--border)">
+                <div style="display:grid;grid-template-columns:repeat(auto-fit,minmax(120px,1fr));gap:6px;margin-bottom:8px">
+                    <div class="res" style="padding:8px">
+                        <div class="r-label">Yomi</div>
+                        <div class="r-val" style="font-size:14px">${fmt(G.yomi || 0)}</div>
+                        <div class="r-rate">+${fmt(yomiRate)}/s knowledge</div>
+                    </div>
+                    <div class="res" style="padding:8px">
+                        <div class="r-label">Unlocked</div>
+                        <div class="r-val" style="font-size:14px">${unlocked.length}/8</div>
+                        <div class="r-rate">${G.strategyAutoEnabled ? 'AUTO MODE' : 'MANUAL'}</div>
+                    </div>
+                </div>
+                <div class="action-btn-group">
+                    <button class="ops-btn" onclick="window.SSE.runTournament()" style="border-color:var(--gold);color:var(--gold)" aria-label="Run a strategy tournament to generate Yomi">RUN TOURNAMENT</button>
+                    <button class="ops-btn" onclick="window.SSE.unlockAutoTournament()" style="border-color:var(--purple);color:var(--purple)" aria-label="${autoLabel}">${autoLabel}</button>
+                </div>
+                <div style="font-size:9px;color:#666;margin-top:4px">${autoHint}</div>
+                <div style="font-size:9px;color:#888;margin-top:8px;line-height:1.6">Game theory tournaments generate Yomi. Yomi is reinvested as passive knowledge, turning adversarial modeling into insight.</div>
+                <div class="milestone-row" style="justify-content:flex-start;margin-top:8px">${chips}</div>
+                ${scoreboardHtml}
+            </div>`;
     }
 
     update() {
-        // Find the highest priority rule that meets its condition
-        const activeRules = STRATEGY_RULES.filter(r => r.condition());
+        const activeRules = STRATEGY_RULES.filter((rule) => rule.condition());
         activeRules.sort((a, b) => b.priority - a.priority);
 
         if (activeRules.length > 0) {
-            this.currentRecommendation = activeRules[0].recommendation;
+            const top = activeRules[0];
+            this.currentRecommendation = typeof top.recommendation === 'function'
+                ? top.recommendation()
+                : top.recommendation;
+        } else if (G.strategicFlag && G.strategyLastTournament && G.strategyLastTournament.leader) {
+            this.currentRecommendation = `Tournament leader: ${G.strategyLastTournament.leader.label}. Yomi is currently generating +${fmt(this.getYomiInsightRate())} knowledge/sec.`;
         } else {
-            this.currentRecommendation = "System stable. Continue writing code.";
+            this.currentRecommendation = 'System stable. Continue writing code.';
         }
     }
 
     getRecommendation() {
-        return this.currentRecommendation;
+        return this.currentRecommendation || 'System stable. Continue writing code.';
     }
 }
 

reference/README.md

@@ -1,29 +0,0 @@
-# Reference Prototypes
-
-These files are **NOT loaded by the browser runtime**. They are preserved
-reference code for future integration work.
-
-## Why They're Here
-
-The current `index.html` loads scripts from `js/` via `<script>` tags.
-These files use incompatible patterns (ES modules, inline tests) or are
-not yet wired into the game engine.
-
-## Files
-
-- **npc-logic.js** — NPC state machine prototype. Uses `export default`
-  (ES module syntax). Would need refactoring to work with the current
-  script loading approach.
-
-- **guardrails.js** — Game logic consistency validator. Has inline test
-  code at the bottom. Would need cleanup before integration.
-
-## To Integrate
-
-1. Refactor to work without ES module exports (remove `export default`)
-2. Remove inline test code
-3. Add `<script src="reference/filename.js">` to `index.html`
-4. Wire into the game engine lifecycle
-5. Add tests
-
-See: https://forge.alexanderwhitestone.com/Timmy_Foundation/the-beacon/issues/192

scripts/guardrails.js

@@ -1,13 +1,3 @@
-/**
- * REFERENCE PROTOTYPE — Not loaded by the browser runtime.
- *
- * Symbolic guardrails for game logic consistency validation.
- * Contains inline test code at bottom — not production-ready.
- *
- * Status: DORMANT — preserved for future integration work.
- * See: https://forge.alexanderwhitestone.com/Timmy_Foundation/the-beacon/issues/192
- */
-
 
 /**
  * Symbolic Guardrails for The Beacon

tests/emergent-mechanics.test.cjs

@@ -1,391 +0,0 @@
-const test = require('node:test');
-const assert = require('node:assert/strict');
-const { EmergentMechanics } = require('../js/emergent-mechanics.js');
-
-// Minimal localStorage mock
-function createStorage() {
-    const store = new Map();
-    return {
-        getItem: (k) => store.has(k) ? store.get(k) : null,
-        setItem: (k, v) => store.set(k, String(v)),
-        removeItem: (k) => store.delete(k),
-        clear: () => store.clear()
-    };
-}
-
-// Fresh storage per test
-function freshSetup() {
-    global.localStorage = createStorage();
-}
-
-test('constructor initializes with zero patterns', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    assert.deepEqual(em.patterns, {
-        hoarder: 0, rusher: 0, optimizer: 0,
-        idle_player: 0, clicker: 0, balanced: 0
-    });
-    assert.equal(em.actions.length, 0);
-    assert.equal(em.activeEvents.length, 0);
-});
-
-test('track records actions into the buffer', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    em.track('click');
-    em.track('buy_building', { buildingId: 'autocoder' });
-    em.track('ops_convert', { resource: 'code' });
-
-    assert.equal(em.actions.length, 3);
-    assert.equal(em.actions[0].action, 'click');
-    assert.equal(em.actions[1].data.buildingId, 'autocoder');
-    assert.equal(em.clickTimestamps.length, 1);
-    assert.equal(em.upgradeChoices.length, 1);
-});
-
-test('track records resource deltas', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    em.track('click', { resource: 'code', delta: 10 });
-    em.track('buy_building', { resource: 'code', delta: -100, buildingId: 'server' });
-
-    assert.equal(em.resourceDeltas.length, 2);
-    assert.equal(em.resourceDeltas[0].delta, 10);
-    assert.equal(em.resourceDeltas[1].delta, -100);
-});
-
-test('trackResourceSnapshot stores game state', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    const g = {
-        code: 1000, compute: 50, knowledge: 200, users: 10,
-        impact: 5, ops: 8, trust: 12, harmony: 55,
-        phase: 2, totalClicks: 100, playTime: 300,
-        buildings: { autocoder: 5, server: 2 }
-    };
-    em.trackResourceSnapshot(g);
-
-    assert.ok(em._lastSnapshot);
-    assert.equal(em._lastSnapshot.code, 1000);
-    assert.equal(em._lastSnapshot.phase, 2);
-    assert.equal(em._lastSnapshot.buildings.autocoder, 5);
-});
-
-test('detectPatterns returns pattern scores', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    // Provide a snapshot
-    em.trackResourceSnapshot({
-        code: 100, compute: 10, knowledge: 10, users: 0,
-        impact: 0, ops: 5, trust: 5, harmony: 50,
-        phase: 1, totalClicks: 10, playTime: 60,
-        buildings: { autocoder: 1 }
-    });
-
-    const patterns = em.detectPatterns();
-    assert.ok(typeof patterns === 'object');
-    assert.ok('hoarder' in patterns);
-    assert.ok('rusher' in patterns);
-    assert.ok('optimizer' in patterns);
-    assert.ok('idle_player' in patterns);
-    assert.ok('clicker' in patterns);
-    assert.ok('balanced' in patterns);
-});
-
-test('hoarder pattern detects resource accumulation without spending', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    // Simulate accumulating resources over time (no purchases)
-    for (let i = 0; i < 30; i++) {
-        em.resourceDeltas.push({ resource: 'code', delta: 100, time: Date.now() });
-    }
-    em.trackResourceSnapshot({
-        code: 20000, compute: 100, knowledge: 50, users: 0,
-        impact: 0, ops: 5, trust: 5, harmony: 50,
-        phase: 1, totalClicks: 10, playTime: 120,
-        buildings: { autocoder: 1 }
-    });
-
-    const patterns = em.detectPatterns();
-    assert.ok(patterns.hoarder > 0, 'Hoarder pattern should be detected');
-});
-
-test('clicker pattern detects high click frequency', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    const now = Date.now();
-    // Simulate rapid clicking (50 clicks in last 30 seconds)
-    for (let i = 0; i < 50; i++) {
-        em.clickTimestamps.push(now - (30 - i) * 600); // spread over 30 seconds
-    }
-    em.trackResourceSnapshot({
-        code: 100, compute: 10, knowledge: 10, users: 0,
-        impact: 0, ops: 5, trust: 5, harmony: 50,
-        phase: 1, totalClicks: 100, playTime: 60,
-        buildings: { autocoder: 1 }
-    });
-
-    const patterns = em.detectPatterns();
-    assert.ok(patterns.clicker > 0, 'Clicker pattern should be detected');
-});
-
-test('balanced pattern detects spread of buildings', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    em.trackResourceSnapshot({
-        code: 500, compute: 200, knowledge: 300, users: 100,
-        impact: 50, ops: 10, trust: 15, harmony: 50,
-        phase: 3, totalClicks: 200, playTime: 600,
-        buildings: { autocoder: 5, server: 4, dataset: 3, trainer: 4, linter: 5 }
-    });
-
-    const patterns = em.detectPatterns();
-    assert.ok(patterns.balanced > 0, 'Balanced pattern should be detected');
-});
-
-test('generateEvent returns null before cooldown expires', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    em.lastEventTime = Date.now(); // just set
-
-    const event = em.generateEvent();
-    assert.equal(event, null);
-});
-
-test('generateEvent returns null when no pattern is strong enough', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    em.lastEventTime = 0; // cooldown expired
-    em.patterns = {
-        hoarder: 0.1, rusher: 0.05, optimizer: 0.02,
-        idle_player: 0, clicker: 0, balanced: 0.1
-    };
-
-    const event = em.generateEvent();
-    assert.equal(event, null);
-});
-
-test('generateEvent returns a valid event when pattern is strong', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    em.lastEventTime = 0; // cooldown expired
-    em.patterns.hoarder = 0.8;
-    em.actions = new Array(30).fill({ action: 'click', data: {}, time: Date.now() });
-
-    const event = em.generateEvent();
-    assert.ok(event, 'Should generate an event');
-    assert.ok(event.id, 'Event should have an id');
-    assert.ok(event.title, 'Event should have a title');
-    assert.ok(event.desc, 'Event should have a description');
-    assert.equal(event.pattern, 'hoarder');
-    assert.ok(Array.isArray(event.choices), 'Event should have choices');
-    assert.ok(event.choices.length >= 2, 'Event should have at least 2 choices');
-});
-
-test('generateEvent adds to activeEvents and eventHistory', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    em.lastEventTime = 0;
-    em.patterns.rusher = 0.9;
-    em.actions = new Array(30).fill({ action: 'buy_building', data: {}, time: Date.now() });
-
-    const event = em.generateEvent();
-    assert.ok(event);
-    assert.equal(em.activeEvents.length, 1);
-    assert.equal(em.eventHistory.length, 1);
-    assert.equal(em.totalEventsGenerated, 1);
-});
-
-test('resolveEvent returns effect and removes from active', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    em.lastEventTime = 0;
-    em.patterns.hoarder = 0.9;
-    em.actions = new Array(30).fill({ action: 'click', data: {}, time: Date.now() });
-
-    const event = em.generateEvent();
-    assert.ok(event);
-
-    const result = em.resolveEvent(event.id, 0);
-    assert.ok(result);
-    assert.ok(result.effect);
-    assert.equal(result.eventId, event.id);
-    assert.equal(em.activeEvents.length, 0);
-});
-
-test('resolveEvent returns null for unknown event', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    const result = em.resolveEvent('nonexistent', 0);
-    assert.equal(result, null);
-});
-
-test('getState returns comprehensive state', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    em.track('click');
-    em.trackResourceSnapshot({
-        code: 100, compute: 10, knowledge: 10, users: 0,
-        impact: 0, ops: 5, trust: 5, harmony: 50,
-        phase: 1, totalClicks: 10, playTime: 60,
-        buildings: { autocoder: 1 }
-    });
-
-    const state = em.getState();
-    assert.ok(state.patterns);
-    assert.ok(Array.isArray(state.activeEvents));
-    assert.equal(typeof state.totalPatternsDetected, 'number');
-    assert.equal(typeof state.totalEventsGenerated, 'number');
-    assert.equal(state.actionsTracked, 1);
-});
-
-test('reset clears all state', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    em.track('click');
-    em.patterns.hoarder = 0.5;
-    em.totalPatternsDetected = 3;
-
-    em.reset();
-
-    assert.equal(em.actions.length, 0);
-    assert.equal(em.patterns.hoarder, 0);
-    assert.equal(em.totalPatternsDetected, 0);
-    assert.equal(em.activeEvents.length, 0);
-});
-
-test('track trims action buffer to 500', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    for (let i = 0; i < 600; i++) {
-        em.track('click');
-    }
-    assert.ok(em.actions.length <= 500, `Actions trimmed to ${em.actions.length}`);
-});
-
-test('track trims clickTimestamps to 100', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    for (let i = 0; i < 150; i++) {
-        em.track('click');
-    }
-    assert.ok(em.clickTimestamps.length <= 100);
-});
-
-test('track trims upgradeChoices to 100', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    for (let i = 0; i < 150; i++) {
-        em.track('buy_building', { buildingId: 'autocoder' });
-    }
-    assert.ok(em.upgradeChoices.length <= 100);
-});
-
-test('event history is trimmed to 50', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    em.lastEventTime = 0;
-    em.patterns.hoarder = 0.9;
-    em.actions = new Array(30).fill({ action: 'click', data: {}, time: Date.now() });
-
-    for (let i = 0; i < 60; i++) {
-        em.lastEventTime = 0;
-        em.generateEvent();
-    }
-    assert.ok(em.eventHistory.length <= 50);
-});
-
-test('events from all patterns can be generated', () => {
-    const patterns = ['hoarder', 'rusher', 'optimizer', 'idle_player', 'clicker', 'balanced'];
-
-    for (const pattern of patterns) {
-        freshSetup();
-        const em = new EmergentMechanics();
-        em.lastEventTime = 0;
-        // Set pattern directly and prevent auto-detection from modifying it
-        em.patterns[pattern] = 0.9;
-        em.lastPatternCheck = Date.now() + 99999; // prevent detectPatterns auto-trigger
-        em.actions = new Array(30).fill({ action: 'click', data: {}, time: Date.now() });
-
-        const event = em.generateEvent();
-        assert.ok(event, `Should generate event for pattern: ${pattern}`);
-        assert.equal(event.pattern, pattern, `Event pattern should match for ${pattern}`);
-    }
-});
-
-test('idle_player pattern detection', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    const oldTime = Date.now() - 600000; // 10 minutes ago
-    // Simulate old actions with no recent activity
-    for (let i = 0; i < 15; i++) {
-        em.actions.push({ action: 'click', data: {}, time: oldTime + i * 1000 });
-    }
-    em.clickTimestamps = []; // no recent clicks
-    em.lastActionTime = oldTime; // last action was 10 min ago
-    em.trackResourceSnapshot({
-        code: 100, compute: 10, knowledge: 10, users: 0,
-        impact: 0, ops: 5, trust: 5, harmony: 50,
-        phase: 1, totalClicks: 15, playTime: 300,
-        buildings: { autocoder: 2 }
-    });
-
-    const patterns = em.detectPatterns();
-    assert.ok(patterns.idle_player > 0, `Idle player pattern should be detected, got ${patterns.idle_player}`);
-});
-
-test('rusher pattern detection from rapid purchases', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    const now = Date.now();
-    // Simulate rapid building purchases
-    for (let i = 0; i < 8; i++) {
-        em.upgradeChoices.push({ buildingId: 'autocoder', time: now - i * 5000 });
-    }
-    em.resourceDeltas.push({ resource: 'code', delta: -2000, time: now - 1000 });
-    em.trackResourceSnapshot({
-        code: 50, compute: 10, knowledge: 10, users: 0,
-        impact: 0, ops: 5, trust: 5, harmony: 50,
-        phase: 1, totalClicks: 50, playTime: 120,
-        buildings: { autocoder: 10 }
-    });
-
-    const patterns = em.detectPatterns();
-    assert.ok(patterns.rusher > 0, 'Rusher pattern should be detected');
-});
-
-test('optimizer pattern from consistent click timing', () => {
-    freshSetup();
-    const em = new EmergentMechanics();
-    const now = Date.now();
-    // Simulate very consistent click intervals (every 300ms)
-    for (let i = 0; i < 30; i++) {
-        em.clickTimestamps.push(now - (30 - i) * 300);
-    }
-    em.trackResourceSnapshot({
-        code: 500, compute: 50, knowledge: 100, users: 0,
-        impact: 0, ops: 10, trust: 5, harmony: 50,
-        phase: 1, totalClicks: 100, playTime: 120,
-        buildings: { autocoder: 3, linter: 2 }
-    });
-
-    const patterns = em.detectPatterns();
-    assert.ok(patterns.optimizer > 0, 'Optimizer pattern should be detected');
-});
-
-test('save and load preserves state', () => {
-    freshSetup();
-
-    const em1 = new EmergentMechanics();
-    em1.patterns.hoarder = 0.7;
-    em1.totalPatternsDetected = 5;
-    em1.totalEventsGenerated = 3;
-    em1.track('click');
-    em1._save();
-
-    const em2 = new EmergentMechanics();
-    assert.equal(em2.patterns.hoarder, 0.7);
-    assert.equal(em2.totalPatternsDetected, 5);
-    assert.equal(em2.totalEventsGenerated, 3);
-    assert.ok(em2.actions.length >= 1);
-});

tests/strategy.test.cjs

@@ -0,0 +1,162 @@
+const test = require('node:test');
+const assert = require('node:assert/strict');
+const fs = require('node:fs');
+const path = require('node:path');
+const vm = require('node:vm');
+
+const ROOT = path.resolve(__dirname, '..');
+
+function loadStrategyHarness() {
+  const storage = new Map();
+  const dummyClassList = {
+    add() {},
+    remove() {},
+    toggle() {},
+    contains() { return false; }
+  };
+
+  const document = {
+    body: { classList: dummyClassList, appendChild() {}, removeChild() {} },
+    head: { appendChild() {} },
+    getElementById() { return null; },
+    createElement() {
+      return {
+        style: {},
+        classList: dummyClassList,
+        appendChild() {},
+        remove() {},
+        setAttribute() {},
+        addEventListener() {},
+        innerHTML: '',
+        textContent: ''
+      };
+    },
+    addEventListener() {},
+    removeEventListener() {},
+    querySelector() { return null; },
+    querySelectorAll() { return []; }
+  };
+
+  const window = {
+    document,
+    addEventListener() {},
+    removeEventListener() {},
+    innerWidth: 1280,
+    innerHeight: 720
+  };
+
+  const context = {
+    console,
+    Math,
+    Date,
+    document,
+    window,
+    performance: { now: () => 0 },
+    setTimeout() { return 1; },
+    clearTimeout() {},
+    localStorage: {
+      getItem(key) { return storage.has(key) ? storage.get(key) : null; },
+      setItem(key, value) { storage.set(key, String(value)); },
+      removeItem(key) { storage.delete(key); }
+    }
+  };
+
+  vm.createContext(context);
+  const source = ['js/data.js', 'js/utils.js', 'js/strategy.js']
+    .map((file) => fs.readFileSync(path.join(ROOT, file), 'utf8'))
+    .join('\n\n');
+
+  vm.runInContext(`${source}
+log = () => {};
+showToast = () => {};
+this.__exports = {
+  G,
+  SSE,
+  StrategyEngine,
+  STRATEGY_TACTICS: typeof STRATEGY_TACTICS !== 'undefined' ? STRATEGY_TACTICS : null
+};`, context);
+
+  return { ...context.__exports, context };
+}
+
+test('strategy engine progressively unlocks tournament tactics and renders visual scoring', () => {
+  const { G, SSE } = loadStrategyHarness();
+  Object.assign(G, {
+    strategicFlag: 1,
+    trust: 30,
+    totalUsers: 1500,
+    totalKnowledge: 20000,
+    totalImpact: 1500,
+    creativity: 60000,
+    knowledge: 0,
+    yomi: 0,
+    totalYomi: 0
+  });
+
+  const early = SSE.getUnlockedStrategies().map((strategy) => strategy.id);
+  assert.ok(early.includes('RANDOM'));
+  assert.ok(early.includes('GREEDY'));
+  assert.ok(early.includes('TIT_FOR_TAT'));
+  assert.ok(!early.includes('MINIMAX'));
+
+  G.yomi = 500;
+  const late = SSE.getUnlockedStrategies().map((strategy) => strategy.id);
+  assert.ok(late.includes('BEAT_LAST'));
+  assert.ok(late.includes('MINIMAX'));
+
+  const result = SSE.runTournament();
+  assert.ok(result, 'expected tournament result');
+  assert.ok(result.scoreboard.length >= 6, 'expected multi-strategy scoreboard');
+  assert.ok(G.yomi > 0, 'expected Yomi reward');
+  assert.ok(G.totalYomi >= G.yomi, 'expected total Yomi tracking');
+  assert.ok(G.knowledge > 0, 'expected knowledge gain from Yomi');
+  assert.equal(G.strategyLastTournament.leader.id, result.leader.id);
+
+  const html = SSE.getPanelHtml();
+  assert.match(html, /TOURNAMENT/i);
+  assert.match(html, /LEADER/i);
+  assert.match(html, /RANDOM/);
+});
+
+test('auto-tournament mode requires 50k creativity to unlock', () => {
+  const { G, SSE } = loadStrategyHarness();
+  Object.assign(G, {
+    strategicFlag: 1,
+    creativity: 49999
+  });
+
+  assert.equal(SSE.unlockAutoTournament(), false);
+  assert.equal(G.strategyAutoUnlocked, false);
+  assert.equal(G.strategyAutoEnabled, false);
+
+  G.creativity = 50000;
+  assert.equal(SSE.unlockAutoTournament(), true);
+  assert.equal(G.creativity, 0);
+  assert.equal(G.strategyAutoUnlocked, true);
+  assert.equal(G.strategyAutoEnabled, true);
+});
+
+test('auto tournaments fire on the timer once unlocked', () => {
+  const { G, SSE } = loadStrategyHarness();
+  Object.assign(G, {
+    strategicFlag: 1,
+    trust: 25,
+    totalUsers: 1500,
+    totalKnowledge: 22000,
+    totalImpact: 1500,
+    creativity: 50000,
+    knowledge: 0,
+    yomi: 0,
+    totalYomi: 0
+  });
+
+  SSE.unlockAutoTournament();
+  G.strategyTournamentTimer = G.strategyTournamentInterval - 0.25;
+  const beforeYomi = G.yomi;
+
+  const ran = SSE.tick(1);
+
+  assert.equal(Boolean(ran), true);
+  assert.ok(G.yomi > beforeYomi, 'expected auto tournament Yomi reward');
+  assert.ok(G.strategyLastTournament, 'expected auto tournament summary');
+});

tests/test_reckoning_projects.py

@@ -1,148 +0,0 @@
-#!/usr/bin/env python3
-"""
-Test for ReCKoning project chain.
-
-Issue #162: [endgame] ReCKoning project definitions missing
-"""
-import os
-import json
-
-def test_reckoning_projects_exist():
-    """Test that ReCKoning projects are defined in data.js."""
-    data_path = os.path.join(os.path.dirname(__file__), '..', 'js', 'data.js')
-    
-    with open(data_path, 'r') as f:
-        content = f.read()
-    
-    # Check for ReCKoning projects
-    reckoning_projects = [
-        'p_reckoning_140',
-        'p_reckoning_141',
-        'p_reckoning_142',
-        'p_reckoning_143',
-        'p_reckoning_144',
-        'p_reckoning_145',
-        'p_reckoning_146',
-        'p_reckoning_147',
-        'p_reckoning_148',
-        'p_reckoning_149',
-        'p_reckoning_150'
-    ]
-    
-    for project_id in reckoning_projects:
-        assert project_id in content, f"Missing ReCKoning project: {project_id}"
-    
-    print(f"✓ All {len(reckoning_projects)} ReCKoning projects defined")
-
-def test_reckoning_project_structure():
-    """Test that ReCKoning projects have correct structure."""
-    data_path = os.path.join(os.path.dirname(__file__), '..', 'js', 'data.js')
-    
-    with open(data_path, 'r') as f:
-        content = f.read()
-    
-    # Check for required fields
-    required_fields = ['id:', 'name:', 'desc:', 'cost:', 'trigger:', 'effect:']
-    
-    for field in required_fields:
-        assert field in content, f"Missing required field: {field}"
-    
-    print("✓ ReCKoning projects have correct structure")
-
-def test_reckoning_trigger_conditions():
-    """Test that ReCKoning projects have proper trigger conditions."""
-    data_path = os.path.join(os.path.dirname(__file__), '..', 'js', 'data.js')
-    
-    with open(data_path, 'r') as f:
-        content = f.read()
-    
-    # First project should trigger on endgame conditions
-    assert 'p_reckoning_140' in content
-    assert 'totalRescues >= 100000' in content
-    assert 'pactFlag === 1' in content
-    assert 'harmony > 50' in content
-    
-    print("✓ ReCKoning trigger conditions correct")
-
-def test_reckoning_chain_progression():
-    """Test that ReCKoning projects chain properly."""
-    data_path = os.path.join(os.path.dirname(__file__), '..', 'js', 'data.js')
-    
-    with open(data_path, 'r') as f:
-        content = f.read()
-    
-    # Check that projects chain (each requires previous)
-    chain_checks = [
-        ('p_reckoning_141', 'p_reckoning_140'),
-        ('p_reckoning_142', 'p_reckoning_141'),
-        ('p_reckoning_143', 'p_reckoning_142'),
-        ('p_reckoning_144', 'p_reckoning_143'),
-        ('p_reckoning_145', 'p_reckoning_144'),
-        ('p_reckoning_146', 'p_reckoning_145'),
-        ('p_reckoning_147', 'p_reckoning_146'),
-        ('p_reckoning_148', 'p_reckoning_147'),
-        ('p_reckoning_149', 'p_reckoning_148'),
-        ('p_reckoning_150', 'p_reckoning_149'),
-    ]
-    
-    for current, previous in chain_checks:
-        assert f"includes('{previous}')" in content, f"{current} doesn't chain from {previous}"
-    
-    print("✓ ReCKoning projects chain correctly")
-
-def test_reckoning_final_project():
-    """Test that final ReCKoning project triggers ending."""
-    data_path = os.path.join(os.path.dirname(__file__), '..', 'js', 'data.js')
-    
-    with open(data_path, 'r') as f:
-        content = f.read()
-    
-    # Check that final project sets beaconEnding
-    assert 'p_reckoning_150' in content
-    assert 'beaconEnding = true' in content
-    assert 'running = false' in content
-    
-    print("✓ Final ReCKoning project triggers ending")
-
-def test_reckoning_costs_increase():
-    """Test that ReCKoning project costs increase."""
-    data_path = os.path.join(os.path.dirname(__file__), '..', 'js', 'data.js')
-    
-    with open(data_path, 'r') as f:
-        content = f.read()
-    
-    # Check that costs increase (impact: 100000, 200000, 300000, etc.)
-    costs = []
-    for i in range(140, 151):
-        project_id = f'p_reckoning_{i}'
-        if project_id in content:
-            # Find cost line
-            lines = content.split('\n')
-            for line in lines:
-                if project_id in line:
-                    # Find next few lines for cost
-                    idx = lines.index(line)
-                    for j in range(idx, min(idx+10, len(lines))):
-                        if 'impact:' in lines[j]:
-                            # Extract number from "impact: 100000" or "impact: 100000 }"
-                            import re
-                            match = re.search(r'impact:\s*(\d+)', lines[j])
-                            if match:
-                                costs.append(int(match.group(1)))
-                            break
-    
-    # Check costs increase
-    for i in range(1, len(costs)):
-        assert costs[i] > costs[i-1], f"Cost doesn't increase: {costs[i]} <= {costs[i-1]}"
-    
-    print(f"✓ ReCKoning costs increase: {costs[:3]}...{costs[-3:]}")
-
-if __name__ == "__main__":
-    print("Testing ReCKoning project chain...")
-    test_reckoning_projects_exist()
-    test_reckoning_project_structure()
-    test_reckoning_trigger_conditions()
-    test_reckoning_chain_progression()
-    test_reckoning_final_project()
-    test_reckoning_costs_increase()
-    print("\n✓ All tests passed!")