docs: Add 1-minute data enhancements roadmap

DOCUMENTATION:
- Created 1MIN_DATA_ENHANCEMENTS_ROADMAP.md (comprehensive 7-phase plan)
- Copied to docs/ folder for permanent documentation
- Updated website roadmap API with Phase 7 items

PHASE 7 FOUNDATION ✅ COMPLETE (Nov 27, 2025):
- 1-minute data collection working (verified)
- Revenge system ADX validation deployed
- Market data cache updates every 60 seconds
- Foundation for 6 future enhancements

PLANNED ENHANCEMENTS:
1. Smart Entry Timing (0.2-0.5% better entries)
2. Signal Quality Real-Time Validation (block degraded signals)
3. Stop-Hunt Early Warning System (predictive revenge)
4. Dynamic Position Sizing (ADX momentum-based leverage)
5. Re-Entry Analytics Momentum Filters (trend strength)
6. Dynamic Trailing Stop Optimization (adaptive trail width)

EXPECTED IMPACT:
- Entry improvement: $1,600-4,000 over 100 trades
- Block 5-10% degraded signals
- Revenge success rate: +10-15%
- Runner profitability: +10-20%
- Better risk-adjusted returns across all systems

User requested: "put that on every documentation. it has to go on the websites roadmap as well"
All locations updated ✅

app/api/roadmap/route.ts

@@ -274,9 +274,119 @@ export async function GET() {
       ]
     },
 
-    // Phase 7: Intelligence (DISTANT FUTURE)
+    // Phase 7: 1-Minute Data Enhancements (FOUNDATION COMPLETE - Nov 27, 2025)
     {
       phase: 'Phase 7',
+      title: '1-Minute Market Data Foundation',
+      status: 'complete',
+      description: 'Real-time data collection and revenge system ADX validation',
+      impact: 'Fresh market context every 60 seconds enables intelligent optimizations',
+      completed: 'Nov 27, 2025',
+      items: [
+        '✅ 1-minute data collection via TradingView alerts',
+        '✅ Bot filters timeframe="1" → saves to BlockedSignal',
+        '✅ Market data cache updates every 60 seconds',
+        '✅ Revenge system ADX validation (blocks if ADX < 20)',
+        '✅ Telegram notifications show validation results',
+        '✅ 2+ signals collected per minute, 0 unintended trades',
+        '✅ Foundation for 6 future enhancements'
+      ]
+    },
+    {
+      phase: 'Phase 7',
+      title: 'Smart Entry Timing',
+      status: 'planned',
+      description: 'Wait 1-2 minutes after signal for optimal entry conditions',
+      impact: '0.2-0.5% better entry price per trade = $1,600-4,000 over 100 trades',
+      items: [
+        'Queue signals for delayed execution (up to 2 minutes)',
+        'Monitor for pullback (0.2-0.3% favorable move)',
+        'Volume confirmation (>1.5x average)',
+        'ADX validation (must hold or increase)',
+        'Execute when 2+ conditions met or timeout',
+        'Track improvement: signalPrice vs actualEntryPrice',
+        'Expected: 60-75% of trades find favorable conditions'
+      ]
+    },
+    {
+      phase: 'Phase 7',
+      title: 'Signal Quality Real-Time Validation',
+      status: 'planned',
+      description: 'Cross-check 5-minute signals against latest 1-minute data',
+      impact: 'Block 5-10% of degraded signals, prevent stale entry losses',
+      items: [
+        'ADX degradation check (current < signal - 5 points)',
+        'Volume collapse check (current < 0.5x signal)',
+        'RSI reversal detection (oversold/overbought shifts)',
+        'Price position shift detection (chasing extremes)',
+        'Block or reduce position size on degradation',
+        'Track blocked signals that would have won/lost'
+      ]
+    },
+    {
+      phase: 'Phase 7',
+      title: 'Stop-Hunt Early Warning System',
+      status: 'planned',
+      description: 'Predictive revenge activation before stop loss hit',
+      impact: 'Revenge entry 5-10s vs 90s, +10-15% success rate',
+      items: [
+        'Detect price within 0.3% of SL on quality 85+ trades',
+        'Pre-validate ADX conditions before stop-out',
+        'Immediate revenge execution on SL (no 90s delay)',
+        'Disable revenge if ADX weak before stop',
+        'Avoid whipsaw losses from weak trend stops',
+        'Better timing = better entry price'
+      ]
+    },
+    {
+      phase: 'Phase 7',
+      title: 'Dynamic Position Sizing',
+      status: 'planned',
+      description: 'Adjust leverage ±20% based on ADX momentum',
+      impact: 'Larger positions in strengthening trends, smaller in weakening',
+      items: [
+        'Track ADX over last 3 minutes (trend momentum)',
+        'ADX rising >10%: boost leverage by 1.2× (10x → 12x)',
+        'ADX falling >10%: reduce leverage by 0.8× (10x → 8x)',
+        'Safety limits: ±20% max adjustment, 5-20x range',
+        'Better risk-adjusted returns',
+        'Smoother equity curve'
+      ]
+    },
+    {
+      phase: 'Phase 7',
+      title: 'Re-Entry Analytics Momentum Filters',
+      status: 'planned',
+      description: 'Add trend momentum to manual trade validation',
+      impact: '+5-10% win rate on manual re-entries',
+      items: [
+        'Analyze ADX trend over last 3 minutes',
+        'RSI momentum toward/away from extremes',
+        'Bonus points for strengthening trends',
+        'Penalty points for weakening trends',
+        'Block re-entries into deteriorating conditions',
+        'Favor momentum confirmation'
+      ]
+    },
+    {
+      phase: 'Phase 7',
+      title: 'Dynamic Trailing Stop Optimization',
+      status: 'planned',
+      description: 'Adjust trail width based on real-time ADX changes',
+      impact: '+10-20% runner profitability from adaptive trailing',
+      items: [
+        'Monitor ADX changes during trade lifetime',
+        'ADX spiking >5 points: widen trail (1.5× → 1.8×)',
+        'ADX dropping >5 points: tighten trail (1.5× → 1.2×)',
+        'Capture more profit in accelerating trends',
+        'Lock profit when trend weakens',
+        'Reduce premature stops in strong moves'
+      ]
+    },
+
+    // Phase 8: Intelligence (DISTANT FUTURE)
+    {
+      phase: 'Phase 8',
       title: 'ML-Based Quality Scoring',
       status: 'planned',
       description: 'Machine learning model optimizes component weights based on outcomes',