# QuantClaw Data — Phases 201-400 Roadmap
# "From Bloomberg Killer to Bloomberg Destroyer"
## 🔬 201-220: REAL-TIME & STREAMING
201. WebSocket Price Streamer (multi-exchange real-time feed)
202. Options Flow Scanner (unusual options activity detector)
203. Level 2 Order Book Aggregator (multi-venue depth)
204. Tick-by-Tick Trade Tape (time & sales)
205. Real-Time Sector Heatmap (live updating)
206. Live Forex Cross Rates Matrix (150+ pairs)
207. Crypto Liquidation Monitor (CEX + DEX)
208. Live Earnings Call Transcription (Whisper-based)
209. Breaking News NLP Classifier (real-time categorization)
210. Social Sentiment Pulse (X/Reddit/StockTwits live)
211. Dark Pool Print Monitor (ATS real-time)
212. ETF Flow Tracker (real-time creation/redemption)
213. VIX Term Structure Live (contango/backwardation)
214. Treasury Auction Live Feed (bid-to-cover, tails)
215. IPO/SPAC Pipeline Tracker (live filings)
216. Insider Trade Alert System (Form 4 within minutes)
217. Fed Funds Futures Implied Rates (CME live)
218. Currency Intervention Detector (central bank patterns)
219. Commodity Spot vs Futures Basis Monitor
220. Cross-Asset Correlation Dashboard (live updating)
## 🧮 221-240: QUANTITATIVE STRATEGIES
221. Statistical Arbitrage Engine (pairs + baskets)
222. Mean Reversion Z-Score Scanner (multi-timeframe)
223. Momentum Factor Backtest Suite
224. Carry Trade Optimizer (FX + rates)
225. Risk Parity Portfolio Constructor
226. Minimum Variance Portfolio Builder
227. Kelly Criterion Position Sizer
228. Optimal F Calculator (Ralph Vince)
229. Cointegration Pair Finder (Engle-Granger + Johansen)
230. Hidden Markov Model Regime Detector
231. GARCH Volatility Forecaster (multivariate)
232. Jump Diffusion Model (Merton)
233. Heston Stochastic Volatility Model
234. Variance Swap Pricer
235. Dispersion Trade Analyzer
236. Cross-Sectional Momentum (Jegadeesh-Titman)
237. Time-Series Momentum (Moskowitz-Ooi-Pedersen)
238. Betting Against Beta Factor
239. Quality Minus Junk Factor (Asness)
240. Low Volatility Anomaly Scanner
## 🏛️ 241-260: INSTITUTIONAL INFRASTRUCTURE
241. FIX Protocol Gateway (simulated order routing)
242. IBKR API Bridge (Interactive Brokers connector)
243. Portfolio Attribution Engine (Brinson model)
244. Transaction Cost Analysis v2 (implementation shortfall)
245. Best Execution Analyzer (VWAP/TWAP/POV comparison)
246. Compliance Pre-Trade Check Engine
247. Position Limit Monitor (reg limits per exchange)
248. Margin Calculator (SPAN/Reg-T/portfolio margin)
249. Counterparty Risk Scorer (CDS-implied)
250. Liquidity Score Calculator (Amihud + bid-ask + volume)
251. Market Impact Estimator (Almgren-Chriss)
252. Slippage Tracker & Analyzer
253. Multi-Account Allocation Engine (GIPS compliant)
254. NAV Calculator (fund-level daily NAV)
255. Fee Waterfall Calculator (2/20 + hurdle + clawback)
256. Capital Call / Distribution Tracker
257. Investor Letter Generator (quarterly)
258. Fund Performance Attribution (factor-based)
259. Drawdown Analysis Suite (underwater, recovery, duration)
260. Risk Budget Monitor (tracking error, VaR allocation)
## 🌍 261-280: GLOBAL MACRO DEEP DIVE
261. Taylor Rule Calculator (all G10 central banks)
262. Yield Curve Butterfly/Barbell Analyzer
263. Inflation Breakeven Calculator (TIPS vs nominal)
264. Real Rate Monitor (global, inflation-adjusted)
265. Purchasing Power Parity (PPP) FX Fair Value
266. Big Mac Index Calculator
267. Terms of Trade Monitor (export/import price ratios)
268. Current Account Balance Tracker (G20)
269. Capital Flow Monitor (TIC data + BIS)
270. Sovereign Debt Sustainability Scorer
271. Reserve Currency Composition Tracker (IMF COFER)
272. SDR Basket Analyzer
273. Global PMI Composite Dashboard
274. Leading Economic Index (LEI) Calculator
275. Recession Probability Model (yield curve + claims)
276. Housing Market Dashboard (Case-Shiller + starts + permits)
277. Auto Sales / Consumer Durables Tracker
278. Retail Sales Decomposition (online vs brick-and-mortar)
279. Labor Market Dashboard (JOLTS + ADP + NFP + claims)
280. Wage Growth Tracker (Atlanta Fed + ECI)
## 🤖 281-300: AI/ML MODELS
281. Transformer Price Predictor (attention-based)
282. LSTM Sequence Forecaster (multi-step)
283. XGBoost Alpha Signal Generator
284. Random Forest Feature Importance Ranker
285. Neural Network Ensemble Combiner
286. Reinforcement Learning Trade Agent (DQN)
287. NLP Earnings Call Analyzer (BERT-based)
288. Sentiment-Weighted News Score
289. Image-Based Chart Pattern Detector (CNN)
290. Anomaly Detection Engine (Isolation Forest + DBSCAN)
291. Causal Impact Analyzer (event study)
292. Synthetic Control Method (counterfactual)
293. Bayesian Portfolio Optimization
294. Monte Carlo with Copulas (tail dependency)
295. Hawkes Process for Trade Clustering
296. Variational Autoencoder for Scenario Generation
297. Graph Neural Network for Stock Relations
298. Attention-Based Cross-Asset Signal
299. Meta-Learning Strategy Selector
300. AutoML Pipeline for Alpha Discovery
## 🔗 301-320: BLOCKCHAIN & DIGITAL ASSETS
301. On-Chain Analytics Dashboard (ETH + BTC)
302. DEX Aggregator Price Feed (Uniswap/Curve/Balancer)
303. DeFi Yield Optimizer (compare across protocols)
304. Stablecoin De-Peg Monitor
305. MEV Detection Engine
306. Whale Wallet Tracker (large tx alerts)
307. NFT Floor Price Index
308. Layer 2 Activity Monitor (Arbitrum/Optimism/Base)
309. Bridge Flow Tracker (cross-chain capital movement)
310. Token Unlock Schedule Tracker
311. Governance Proposal Monitor (Snapshot + on-chain)
312. Liquid Staking Tracker (Lido/Rocket/cbETH)
313. Perpetual Funding Rate Dashboard
314. Open Interest Heatmap (all exchanges)
315. Crypto Fear & Greed Decomposition
316. Bitcoin Miner Revenue Tracker
317. Ethereum Gas Price Predictor
318. Token Velocity Calculator
319. DeFi Protocol Revenue Tracker
320. Tokenized RWA Monitor (Ondo/Maple/Centrifuge)
## 📊 321-340: ALTERNATIVE DATA
321. Satellite Imagery Economic Index (nightlights)
322. Web Traffic Estimator (SimilarWeb proxy)
323. App Download Tracker (App Annie proxy)
324. Job Posting Analyzer (Indeed/LinkedIn trends)
325. Patent Filing Trend Analyzer (USPTO deep dive)
326. FDA Drug Pipeline Tracker
327. Clinical Trial Monitor (clinicaltrials.gov)
328. Pharmaceutical Sales Estimator
329. Supply Chain Disruption Index
330. Container Ship AIS Tracker (vessel positions)
331. Freight Rate Predictor (ML-based)
332. Weather Impact on Commodities Model
333. Crop Yield Forecaster (satellite + weather)
334. Energy Grid Load Predictor
335. EV Adoption Curve Tracker
336. Semiconductor Lead Time Monitor
337. Construction Permit Analyzer
338. Restaurant Reservation Index (OpenTable proxy)
339. Air Quality / Pollution Economic Impact
340. Google Trends Economic Nowcaster
## 🏦 341-360: FIXED INCOME DEEP DIVE
341. Corporate Bond Screener (spread + rating + duration)
342. Municipal Bond Analyzer (tax-equivalent yield)
343. CLO Tranche Analyzer
344. ABS/MBS Prepayment Model
345. Convertible Bond Arbitrage Scanner
346. Credit Default Swap Basis Calculator
347. Fallen Angel / Rising Star Predictor
348. High Yield vs IG Spread Decomposition
349. Sovereign Bond Relative Value
350. Inflation-Linked Bond Analyzer
351. Floating Rate Note Pricer
352. Bond Ladder Builder
353. Duration / Convexity Calculator
354. Key Rate Duration Analyzer
355. OAS / Z-Spread Calculator
356. Credit Migration Matrix (Markov chain)
357. Default Probability Term Structure
358. Recovery Rate Estimator
359. Distressed Debt Screener
360. Leveraged Loan Market Monitor
## 🛢️ 361-380: COMMODITIES DEEP DIVE
361. Crack Spread Calculator (3-2-1, 5-3-2)
362. Crush Spread Monitor (soybean complex)
363. Spark Spread Calculator (natural gas → power)
364. Commodity Seasonal Pattern Analyzer
365. COT Positioning Extreme Detector
366. Commodity ETF Roll Yield Calculator
367. Precious Metals Ratio Tracker (gold/silver, gold/platinum)
368. Agricultural Supply/Demand Balance Sheet
369. OPEC+ Compliance Monitor
370. US Shale Production Tracker (per basin)
371. LNG Spot vs Contract Price Monitor
372. Carbon Credit Price Tracker (EU ETS + voluntary)
373. Lithium / Battery Metals Index
374. Rare Earth Supply Chain Monitor
375. Water Rights / Scarcity Index
376. Timber / Forestry Index
377. Commodity Volatility Term Structure
378. Backwardation/Contango Scanner (all commodities)
379. Physical vs Financial Premium Tracker
380. Strategic Petroleum Reserve Monitor
## 🔮 381-400: NEXT-GEN & EXPERIMENTAL
381. Prediction Market Aggregator (Polymarket + Kalshi + Metaculus)
382. Geopolitical Risk Real-Time Scorer
383. Sanctions Screening Engine
384. ESG Score Decomposition (E, S, G breakdowns)
385. Carbon Footprint Calculator (Scope 1/2/3)
386. Biodiversity Impact Scorer
387. Central Bank Digital Currency (CBDC) Tracker
388. Quantum Computing Impact Monitor
389. AI Chip Demand Forecaster
390. Space Economy Index
391. Nuclear Energy Renaissance Tracker
392. Fusion Energy Progress Monitor
393. Longevity / Biotech Breakthrough Tracker
394. Autonomous Vehicle Adoption Index
395. Robotics Deployment Tracker
396. Brain-Computer Interface Market Monitor
397. Metaverse Economy Dashboard
398. Decentralized Science (DeSci) Tracker
399. Climate Adaptation Investment Index
400. Synthetic Biology Market Monitor
