Sixteen domains

The library, by the part
of the system it covers.

Every arc on the ring is a domain; every curve through the middle is one skill handing a case to a skill in another domain. 3,317 handoffs, 501 skills. Hover a domain to isolate its edges.

01Global Market IntegrationCrypto exchange APIs (Binance, Coinbase, Kraken, Deribit, Bybit, OKX), FX via OANDA and MT5, CME Globex, Eurex, HKEX, SGX, ASX, JPX, CBOE, LSE, Xetra.hands off to Data Management, Broker Integration, Real-Time Architecture44
02Risk ManagementKill switches and drawdown circuit breakers, correlation-aware exposure limits, Kupiec test VaR backtesting, tail risk hedging, escalation matrices.hands off to Portfolio & Multi-Strategy, Regulatory Compliance, Broker Integration39
03Financial MLLeakage-free feature engineering, offline-train/online-infer deployment, triple barrier labeling, sample weighting, model staleness detection.hands off to Backtesting Methodology, Risk Management, Quant Research & Alt Data38
04Regulatory ComplianceUS SEC Rule 15c3-5, PDT and FINRA rules, EU MiFID II / RTS 6 / MAR, UK FCA, ASIC, MAS, India SEBI, Canada IIROC, Hong Kong SFC, Japan FSA.hands off to Risk Management, Broker Integration, Execution Algorithms38
05Data ManagementGlobal exchange holiday calendars, DST transition handling, multi-timezone session scheduling, multi-currency P&L, ISIN/CUSIP/SEDOL cross-referencing.hands off to Global Market Integration, Backtesting Methodology, Real-Time Architecture37
06Broker IntegrationHeadless auth over REST and Selenium, token lifecycle via live probing, order idempotency, per-broker rate limiting, borrow cost modeling, cost budgeting.hands off to Deployment & Ops, Global Market Integration, Risk Management36
07Execution AlgorithmsTWAP and VWAP order slicing, POV execution, implementation shortfall minimization, iceberg detection, smart order routing, dark pools, auctions.hands off to Microstructure & Latency, Broker Integration, Backtesting Methodology32
08Real-Time ArchitectureProducer-consumer tick pipelines, burst-safe buffering, explicit backpressure policy, WebSocket subscription reconciliation after a reconnect.hands off to Data Management, Microstructure & Latency, Global Market Integration31
09Backtesting MethodologyLookahead bias elimination, walk-forward validation, realistic slippage/fee/latency simulation, synthetic data generation, standardized tearsheets.hands off to Financial ML, Data Management, Portfolio & Multi-Strategy31
10Deployment & Opssystemd process supervision, paper-to-live promotion checklists, infrastructure as code for trading hosts, canary releases, chaos engineering, secrets vaults.hands off to Broker Integration, Risk Management, Real-Time Architecture30
11Crypto Custody & SecurityWallet key custody, hot-cold split, withdrawal whitelisting, multi-signature approval, HSM integration, Shamir secret sharing, MPC custody.hands off to Global Market Integration, Broker Integration, Regulatory Compliance29
12Multi-Asset DerivativesSPAN margin calculation, futures contract roll automation, real-time Greeks aggregation, perpetual funding rates, variance swaps, CDS, quanto options.hands off to Risk Management, Data Management, Global Market Integration28
13Portfolio & Multi-StrategyCross-strategy correlation monitoring, performance-based capital reallocation, retirement criteria, risk parity allocation, meta-strategy signal arbitration.hands off to Risk Management, Backtesting Methodology, Financial ML28
14Microstructure & LatencyColocation latency budgets, PTP clock synchronization, tick-to-trade measurement, order book signals, adverse selection measurement, FPGA and microwave evaluation.hands off to Execution Algorithms, Real-Time Architecture, Regulatory Compliance24
15Quant Research & Alt DataSatellite imagery signals, credit card transaction data, web-scraped sentiment, supply chain networks, Google Trends, social bot filtering, transcript NLP.hands off to Backtesting Methodology, Financial ML, Regulatory Compliance20
16Tax, Accounting & ReportingUS wash sale tracking, FIFO versus specific-lot accounting, Section 475 mark-to-market election, crypto tax lots, 1099-B reconciliation, Section 1256 futures.hands off to Portfolio & Multi-Strategy, Regulatory Compliance, Data Management16

The library, by the partof the system it covers.

The library, by the part
of the system it covers.