wip: wire strategy tournaments and yomi generation for #5

index.html

@@ -212,6 +212,7 @@ Events Resolved: <span id="st-resolved">0</span>
 <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>

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: [],

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);
@@ -184,6 +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) {
@@ -1300,6 +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/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'
         ];

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.';
     }
 }
 

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');
+});