# Daftar Fitur Lengkap

Platform **Koinkamu / Sahamkamu** memiliki **151+ fitur trading analysis** yang dibangun dalam **22 wave** pengembangan. Setiap fitur memiliki admin page, API endpoint, dan service engine tersendiri.

## Ringkasan

| Metrik | Jumlah |
|--------|--------|
| Total Waves | 22 |
| Total Fitur Trading | 151+ |
| Service Files | 166 |
| Admin Routes | 156 fitur + 8 infrastruktur |
| API Endpoints | 249 |
| Template Files | 164 |

---

## Infrastruktur (Non-Feature)

| Route | Fungsi |
|-------|--------|
| `/admin/` | Dashboard utama |
| `/admin/users` | User management |
| `/admin/sync` | Sync data (CoinGecko, Yahoo, Indodax) |
| `/admin/ml` | ML Control Panel |
| `/admin/workflow` | Pipeline workflow DAG |
| `/admin/docs` | Documentation hub |

---

## Wave 2 — Core Screeners (11 fitur)

Screener fundamental untuk analisis pasar.

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 1 | `/admin/oversold-bounce` | Oversold Bounce | Deteksi aset oversold siap bounce |
| 2 | `/admin/breakout` | Breakout Detector | Aset yang akan breakout dari range |
| 3 | `/admin/passive-income` | Passive Income | Profit konsisten dari daily grinding |
| 4 | `/admin/smart-accumulation` | Smart Accumulation | Fase akumulasi sebelum rally |
| 5 | `/admin/swing-trade` | Swing Trade Setup | Setup swing trade optimal |
| 6 | `/admin/sell-signal` | Sell Signal | Identifikasi overbought/exit |
| 7 | `/admin/portfolio-health` | Portfolio Health | Health status semua aset |
| 8 | `/admin/meta-screener` | Meta-Screener | Ranking gabungan semua screener |
| 9 | `/admin/market-regime` | Market Regime | Dashboard health & fase pasar |
| 10 | `/admin/dca` | DCA Optimizer | Aset terbaik untuk DCA |
| 11 | `/admin/correlation` | Correlation Scanner | Korelasi antar aset |

## Wave 3 — Advanced Insights (6 fitur)

Analisis lanjutan untuk edge tambahan.

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 12 | `/admin/signal-performance` | Signal Performance | Track akurasi sinyal trading |
| 13 | `/admin/sector-rotation` | Sector Rotation | Rotasi sektor & kekuatan relatif |
| 14 | `/admin/momentum-heatmap` | Momentum Heatmap | Visualisasi momentum per aset |
| 15 | `/admin/anomaly-detector` | Anomaly Detector | Deteksi anomali harga/volume |
| 16 | `/admin/risk-calculator` | Risk Calculator | Kalkulasi risk per trade |
| 17 | `/admin/leaderboard` | Leaderboard | Ranking performa aset |

## Wave 4 — Profit Maximizer Tools (5 fitur)

Tools untuk memaksimalkan profit.

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 18 | `/admin/telegram-alerts` | Telegram Alert Bot | Notifikasi sinyal via Telegram |
| 19 | `/admin/performance-attribution` | Performance Attribution | Atribusi performa per strategi |
| 20 | `/admin/scan-scheduler` | Auto-Scan Scheduler | Jadwal scan otomatis |
| 21 | `/admin/price-alerts` | Price Alerts | Alert harga watchlist |
| 22 | `/admin/portfolio-optimizer` | Portfolio Optimizer | Optimasi alokasi portofolio |

## Wave 5 — Profit Maximizer Pro (5 fitur)

Pro tools untuk entry timing dan risk management.

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 23 | `/admin/adaptive-sltp` | Adaptive SL/TP | Optimasi stop loss & take profit |
| 24 | `/admin/trade-journal` | Trade Journal | Jurnal trading dengan analitik |
| 25 | `/admin/smart-entry` | Smart Entry Timing | Timing entry optimal |
| 26 | `/admin/liquidity-analysis` | Liquidity Analysis | Analisis likuiditas aset |
| 27 | `/admin/ml-health` | ML Health Monitor | Monitoring kesehatan model ML |

## Wave 6 — Edge Maximizer (5 fitur)

Maximize trading edge dengan data mikro.

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 28 | `/admin/session-analysis` | Session Analysis | Analisis per sesi trading |
| 29 | `/admin/funding-rate` | Funding Rate | Analisis funding rate crypto |
| 30 | `/admin/pain-points` | Pain Point Filter | Filter titik sakit pasar |
| 31 | `/admin/confluence` | Confluence Scoring | Scoring konfluensi sinyal |
| 32 | `/admin/kelly-sizing` | Kelly Criterion | Position sizing optimal |

## Wave 7 — Quantum Edge (5 fitur)

Advanced quantitative tools.

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 33 | `/admin/regime-sizing` | Volatility Regime Sizer | Sizing berdasar regime volatilitas |
| 34 | `/admin/cycle-predictor` | Cycle Predictor | Prediksi siklus harga |
| 35 | `/admin/microstructure` | Microstructure Exploiter | Eksploitasi market microstructure |
| 36 | `/admin/drawdown-recovery` | Drawdown Recovery | Prediksi recovery dari drawdown |
| 37 | `/admin/contagion` | Contagion Detector | Deteksi contagion risk |

## Wave 8 — Alpha Shield (5 fitur)

Proteksi alpha dan pair analysis.

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 38 | `/admin/winrate-collapse` | Win Rate Collapse | Deteksi penurunan win rate |
| 39 | `/admin/pair-trading` | Pair Trading Scanner | Scanner pair trading |
| 40 | `/admin/liquidation-predictor` | Liquidation Predictor | Prediksi level likuidasi |
| 41 | `/admin/capital-allocation` | Capital Allocator | Alokasi kapital optimal |
| 42 | `/admin/reentry-filter` | Re-entry Filter | Filter re-entry setelah exit |

## Wave 9 — Signal Harvester (5 fitur)

Harvesting sinyal dari berbagai sumber.

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 43 | `/admin/earnings-screener` | Earnings Screener | Filter aset berdasar earnings |
| 44 | `/admin/insider-detector` | Insider Detector | Deteksi aktivitas insider |
| 45 | `/admin/dividend-optimizer` | Dividend Optimizer | Optimasi portofolio dividen |
| 46 | `/admin/event-arbitrage` | Event Arbitrage | Arbitrase dari event pasar |
| 47 | `/admin/recovery-predictor` | Recovery Predictor | Prediksi recovery harga |

## Wave 10 — Conviction Engine (5 fitur)

Engine untuk mengukur conviction level.

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 48 | `/admin/analyst-conviction` | Analyst Conviction | Deteksi conviction analis |
| 49 | `/admin/options-flow` | Options Flow Monitor | Monitor aliran opsi |
| 50 | `/admin/fundamental-momentum` | Fundamental Momentum | Momentum fundamental |
| 51 | `/admin/social-momentum` | Social Momentum | Momentum dari media sosial |
| 52 | `/admin/whale-tracker` | Whale Tracker | Tracking transaksi whale |

## Wave 11 — Master Strategy Suite (5 fitur)

Suite strategi master untuk trading.

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 53 | `/admin/signal-orchestrator` | Signal Orchestrator | Orkestrasi multi-sinyal |
| 54 | `/admin/backtest` | Backtest Engine | Engine backtesting strategi |
| 55 | `/admin/supply-demand` | Supply/Demand Zones | Zona supply & demand |
| 56 | `/admin/news-sentiment` | News Sentiment | Analisis sentimen berita |
| 57 | `/admin/risk-parity` | Risk Parity | Alokasi risk parity |

## Wave 12 — Profit Maximizer Suite (10 fitur)

Suite lengkap untuk profit maksimal.

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 58 | `/admin/multi-timeframe` | Multi-Timeframe | Konfluensi multi-timeframe |
| 59 | `/admin/volume-profile` | Volume Profile | Profil volume per level |
| 60 | `/admin/chart-patterns` | Chart Patterns | Pengenalan pola chart AI |
| 61 | `/admin/smart-money` | Smart Money Concepts | Konsep smart money (BOS, CHoCH) |
| 62 | `/admin/mean-reversion` | Mean Reversion | Scanner mean reversion |
| 63 | `/admin/monte-carlo` | Monte Carlo | Simulasi Monte Carlo |
| 64 | `/admin/gap-scanner` | Gap Scanner | Deteksi gap harga |
| 65 | `/admin/auto-rebalancer` | Auto-Rebalancer | Rebalancing otomatis |
| 66 | `/admin/volatility-squeeze` | Volatility Squeeze | Deteksi squeeze volatilitas |
| 67 | `/admin/cross-asset` | Cross-Asset | Korelasi lintas aset |

## Wave 13 — Advanced Trading Edge (10 fitur)

Edge trading lanjutan dengan teknikal deep.

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 68 | `/admin/harmonic-patterns` | Harmonic Patterns | Scanner pola harmonic |
| 69 | `/admin/ichimoku` | Ichimoku Cloud | Scanner Ichimoku |
| 70 | `/admin/wyckoff` | Wyckoff Analyzer | Analisis fase Wyckoff |
| 71 | `/admin/vwap` | VWAP Suite | Analisis VWAP |
| 72 | `/admin/fibonacci-clusters` | Fibonacci Clusters | Zona cluster Fibonacci |
| 73 | `/admin/market-maker` | Market Maker Detector | Deteksi aktivitas market maker |
| 74 | `/admin/fear-greed` | Fear & Greed Index | Indeks ketakutan & keserakahan |
| 75 | `/admin/ml-ensemble` | ML Ensemble | Prediktor ML ensemble |
| 76 | `/admin/regime-strategy` | Regime Strategy | Strategi per regime pasar |
| 77 | `/admin/on-chain` | On-Chain Analytics | Analitik on-chain crypto |

## Wave 14 — Execution Excellence (10 fitur)

Tools untuk eksekusi sempurna.

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 78 | `/admin/divergence-scanner` | Divergence Scanner | Deteksi divergensi harga/indikator |
| 79 | `/admin/order-flow` | Order Flow | Analisis order flow imbalance |
| 80 | `/admin/grid-bot` | Grid Bot | Grid bot adaptif |
| 81 | `/admin/swing-failure` | Swing Failure Pattern | Deteksi swing failure |
| 82 | `/admin/market-profile` | Market Profile TPO | Time Price Opportunity |
| 83 | `/admin/trailing-stop` | Trailing Stop Engine | 6 strategi trailing stop |
| 84 | `/admin/compound-growth` | Compound Growth Planner | Proyeksi pertumbuhan portofolio |
| 85 | `/admin/profit-factor` | Profit Factor Analyzer | Analisis profit factor |
| 86 | `/admin/trade-timing` | Trade Timing Index | Index waktu trading optimal |
| 87 | `/admin/ai-coach` | AI Portfolio Coach | Coach portofolio AI |

## Wave 15 — Alpha Generation & Mastery (4 fitur)

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 88 | `/admin/elliott-wave` | Elliott Wave Counter | Penghitung gelombang Elliott |
| 89 | `/admin/liquidation-heatmap` | Liquidation Heatmap | Heatmap level likuidasi |
| 90 | `/admin/social-sentiment` | Social Sentiment Index | Indeks sentimen sosial |
| 91 | `/admin/strategy-backtester` | Strategy Backtester | Backtester strategi |

## Wave 16 — Mastery & Intelligence Suite (10 fitur)

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 92 | `/admin/stress-test` | Portfolio Stress Test | Stress test portofolio |
| 93 | `/admin/market-breadth` | Market Breadth | Scanner breadth pasar |
| 94 | `/admin/relative-strength` | Relative Strength | Ranking kekuatan relatif |
| 95 | `/admin/exit-planner` | Exit Strategy Planner | Perencanaan strategi exit |
| 96 | `/admin/accumulation-zone` | Accumulation Zone | Deteksi zona akumulasi |
| 97 | `/admin/volatility-surface` | Volatility Surface | Analisis permukaan volatilitas |
| 98 | `/admin/alpha-decay` | Alpha Decay Monitor | Monitor penurunan alpha |
| 99 | `/admin/whale-flow` | Whale Flow Aggregator | Aggregator aliran whale |
| 100 | `/admin/trend-strength` | Trend Strength Index | Scoring kekuatan trend |
| 101 | `/admin/risk-reward` | Risk-Reward Scanner | Deteksi entry R:R optimal |

## Wave 17 — Ultimate Profit Engine (10 fitur)

| # | Route | Fitur | Deskripsi |
|---|-------|-------|-----------|
| 102 | `/admin/sniper-entry` | Sniper Entry | Entry presisi tinggi |
| 103 | `/admin/reversal-radar` | Reversal Radar | Radar pembalikan trend |
| 104 | `/admin/money-flow` | Money Flow Tracker | Tracking aliran uang |
| 105 | `/admin/catalyst-calendar` | Catalyst Calendar | Kalender katalis pasar |
| 106 | `/admin/smart-money-copy` | Smart Money Copier | Copy strategi smart money |
| 107 | `/admin/cascade-profiter` | Cascade Profiter | Profit bertingkat |
| 108 | `/admin/correlation-breakout` | Correlation Breakout | Breakout dari korelasi |
| 109 | `/admin/momentum-rotator` | Momentum Rotator | Rotasi momentum antar aset |
| 110 | `/admin/profit-maximizer` | Profit Maximizer | Maksimalisasi profit |
| 111 | `/admin/ai-trade-architect` | AI Trade Architect | Arsitektur trade dengan AI |

## Wave 18 — Wealth Acceleration Suite (10 fitur, F102-111) 🟢

Theme: Green

| Feature | Route | Fitur | Deskripsi |
|---------|-------|-------|-----------|
| F102 | `/admin/wealth-dashboard` | Wealth Dashboard | Dashboard kekayaan |
| F103 | `/admin/income-streams` | Income Stream Mapper | Pemetaan aliran pendapatan |
| F104 | `/admin/whale-momentum` | Whale Momentum Decoder | Decoder momentum whale |
| F105 | `/admin/momentum-cascade` | Momentum Cascade Finder | Pencari cascade momentum |
| F106 | `/admin/position-architect` | Position Architect | Arsitektur posisi |
| F107 | `/admin/market-cycle` | Market Cycle Navigator | Navigasi siklus pasar |
| F108 | `/admin/crypto-season` | Crypto Season Detector | Deteksi musim crypto |
| F109 | `/admin/alpha-generator` | Alpha Generator | Generator alpha |
| F110 | `/admin/entry-zones` | Entry Zone Mapper | Pemetaan zona entry |
| F111 | `/admin/profit-lock` | Profit Lock System | Sistem penguncian profit |

## Wave 19 — Precision Profit Engine (10 fitur, F112-121) 🟢

Theme: Green

| Feature | Route | Fitur | Deskripsi |
|---------|-------|-------|-----------|
| F112 | `/admin/probability-matrix` | Probability Matrix | Matrix probabilitas |
| F113 | `/admin/precision-timer` | Precision Timer | Timer presisi trading |
| F114 | `/admin/profit-velocity` | Profit Velocity Tracker | Pelacak kecepatan profit |
| F115 | `/admin/risk-thermometer` | Risk Thermometer | Termometer risiko |
| F116 | `/admin/signal-convergence` | Signal Convergence Map | Peta konvergensi sinyal |
| F117 | `/admin/wealth-compounder` | Wealth Compounder | Compounder kekayaan |
| F118 | `/admin/gem-finder` | Gem Finder | Pencari permata tersembunyi |
| F119 | `/admin/cycle-sync` | Cycle Synchronizer | Sinkronisasi siklus |
| F120 | `/admin/smart-sizing` | Smart Sizing Engine | Engine sizing cerdas |
| F121 | `/admin/wealth-protector` | Wealth Protector | Pelindung kekayaan |

## Wave 20 — Wealth Certainty Engine (10 fitur, F122-131) 🟣

Theme: Violet

| Feature | Route | Fitur | Deskripsi |
|---------|-------|-------|-----------|
| F122 | `/admin/trade-journal` | Trade Journal (enhanced) | Jurnal trading (reuse Wave 5) |
| F123 | `/admin/exit-planner` | Exit Planner (enhanced) | Perencana exit (reuse Wave 16) |
| F124 | `/admin/dca` | DCA Optimizer (enhanced) | Optimizer DCA (reuse Wave 2) |
| F125 | `/admin/portfolio-rebalancer` | Portfolio Rebalancer | Rebalancer portofolio |
| F126 | `/admin/profit-scheduler` | Profit Scheduler | Penjadwalan profit |
| F127 | `/admin/correlation-radar` | Correlation Radar | Radar korelasi |
| F128 | `/admin/regime-detector` | Regime Detector | Detektor regime pasar |
| F129 | `/admin/drawdown-shield` | Drawdown Shield | Perisai drawdown |
| F130 | `/admin/risk-parity` | Risk Parity (enhanced) | Risk parity (reuse Wave 11) |
| F131 | `/admin/stress-tester` | Stress Tester | Stress tester portofolio |

## Wave 21 — Tactical Alpha Suite (10 fitur, F132-141) 🔵

Theme: Cyan

| Feature | Route | Fitur | Deskripsi |
|---------|-------|-------|-----------|
| F132 | `/admin/momentum-scanner` | Momentum Scanner | Scanner momentum multi-indikator |
| F133 | `/admin/value-detector` | Value Detector | Detektor undervalued aset |
| F134 | `/admin/breakout-predictor` | Breakout Predictor | Prediktor breakout |
| F135 | `/admin/support-resistance-map` | Support Resistance Map | Peta support & resistance |
| F136 | `/admin/trend-reversal` | Trend Reversal | Deteksi pembalikan trend |
| F137 | `/admin/volatility-rank` | Volatility Rank | Ranking volatilitas |
| F138 | `/admin/price-action` | Price Action | Analisis price action |
| F139 | `/admin/market-microstructure` | Market Microstructure | Analisis microstructure |
| F140 | `/admin/pair-trader` | Pair Trader | Pair trading matcher |
| F141 | `/admin/alpha-composite` | Alpha Composite | Scoring alpha komposit |

## Wave 22 — Profit Maximizer Engine (10 fitur, F142-151) 🟠

Theme: Orange

| Feature | Route | Fitur | Deskripsi |
|---------|-------|-------|-----------|
| F142 | `/admin/multibagger` | Multibagger Screener | Identifikasi potensi pertumbuhan 2x-10x |
| F143 | `/admin/position-sizer` | Position Size Calculator | Kalkulator Kelly Criterion |
| F144 | `/admin/profit-target` | Profit Target Optimizer | Optimasi level take profit |
| F145 | `/admin/dca-planner` | DCA Strategy Planner | Perencanaan zona DCA cerdas |
| F146 | `/admin/risk-reward-matrix` | Risk/Reward Matrix | Analisis rasio R:R |
| F147 | `/admin/compound-growth-sim` | Compound Growth Simulator | Simulasi pertumbuhan compound |
| F148 | `/admin/confluence-radar` | Trade Confluence Radar | Radar alignment multi-sinyal |
| F149 | `/admin/sector-rotation-tracker` | Sector Rotation Tracker | Pelacak rotasi sektor |
| F150 | `/admin/whale-accumulation` | Whale Accumulation Detector | Detektor akumulasi whale |
| F151 | `/admin/exit-optimizer` | Exit Strategy Optimizer | Optimasi strategi exit |

---

## Arsitektur Per Fitur

Setiap fitur mengikuti pola arsitektur yang konsisten:

```
Admin Route (routes.py)
    → renders Template (templates/admin/xxx.html)
        → Alpine.js fetches API Endpoint (market.py)
            → calls Service Engine (services/xxx.py)
                → queries 4 DB Models:
                    - Coin + CoinProfile
                    - RangeTradingScore
                    - BullishMomentumScore
                    - TradingSignal
```

### Response Format (Standard)

Semua API endpoint mengembalikan format yang sama:

```json
{
    "items": [...],
    "total": 163,
    "page": 1,
    "limit": 50,
    "has_more": true,
    "stats": { ... }
}
```

### Scoring System

Setiap service menghitung skor 0-100 dengan komponen berbobot, lalu mengklasifikasikan ke tier/grade berdasarkan threshold score.

### Data Models yang Digunakan

| Model | Tabel | Data |
|-------|-------|------|
| `Coin` | `coins` | Master data aset (nama, symbol, asset_type) |
| `CoinProfile` | `coin_profiles` | Profile terbaru (harga, market cap, ATH, volume) |
| `RangeTradingScore` | `range_trading_scores` | Scoring range trading (z-score, mean reversion, ATR) |
| `BullishMomentumScore` | `bullish_momentum_scores` | Scoring momentum (bullish phase, velocity, ML targets) |
| `TradingSignal` | `trading_signals` | Sinyal trading (entry, SL, TP1-TP3, confidence) |

## Wave Theme Colors

| Wave | Theme | Warna Accent |
|------|-------|-------------|
| 18 | Wealth Acceleration | 🟢 Green |
| 19 | Precision Profit | 🟢 Green |
| 20 | Wealth Certainty | 🟣 Violet |
| 21 | Tactical Alpha | 🔵 Cyan |
| 22 | Profit Maximizer | 🟠 Orange |