Project Phoenix Meta-Domain

Showcased Domains

14 Production Domains | 649+ Tools

Domain Catalog

ShowcaseAgent provides unified access to 14 production domains through domain adapters that handle varied implementation patterns.

Sports & Analytics

171 Tools

TennisAgent

Multi-device tennis sensor correlation with Apple Watch, Zepp, Babolat, and Garmin. Includes ML stroke classification, 3D trajectory visualization, and fatigue analysis.

Zepp Universal Apple Watch Babolat PIQ Garmin HR

Version 6.10.0 | Routing: 100%

Finance & Trading

84 Tools

Optiver

Trading at the Close ML pipeline for Kaggle competition. Feature engineering, ensemble models, and backtesting.

LightGBM XGBoost Feature Store

Version 6.0 | Routing: 80%

70 Tools

Portfolio

Investment portfolio analysis with tax optimization, options trading strategies, and risk assessment.

Tax Harvesting Options Greeks Model Portfolios

Version 10.0.0 | Routing: 90%

Macro & Climate

18 Tools

AmericanEconomy

U.S. macro and fiscal analysis with world-linkage dashboards across growth, inflation, labor, debt, and deficit dynamics.

Macro Dashboard Fiscal Trends World Comparison

Version 1.0 | Routing: -

93 Tools

GlobalTemperature

Climate data analysis for temperature, CO2, methane, sea level, Arctic ice, and emissions using scientific source integrations.

NASA GISTEMP NOAA CO2 Sea Level

Version 1.0 | Routing: -

Education & Data Science

38 Tools

WQ (WorldQuant University)

Applied Data Science Lab with 7 hands-on projects covering housing prices, air quality, bankruptcy prediction, and volatility forecasting.

Scikit-learn ARIMA GARCH

Version 1.0 | Routing: 25%

19 Tools

Stan (Stats 315A)

Stanford Stats 315A coursework based on Elements of Statistical Learning II (ESLII).

Ridge/Lasso Splines Boosting

Version 1.0 | Routing: 40%

18 Tools

AI_WQ (Computer Vision)

Deep learning and computer vision with 6 projects covering CNNs, object detection, and image segmentation.

PyTorch ResNet YOLO

Version 1.0 | Routing: 75%

21 Tools

ParableAgent

Biblical parables analysis with theological context, historical background, and modern applications.

Hermeneutics Cross-Reference Application

Version 4.2 | Routing: 80%

Industry & Technology

21 Tools

QCiAgent

Quantum Computing Inc. product analysis and sales intelligence for Dirac systems and Qatalyst platform.

EQC QUBO

Version 3.1 | Routing: 100%

18 Tools

YieldModel

IC manufacturing yield prediction with wafer map analysis and defect pattern recognition.

Yield Analysis Defect Maps

Version 4.1 | Routing: 100%

15 Tools

PPR_Agent

Medical implant data analysis for pacemaker performance reports and device monitoring.

PPR Reports Device Metrics

Version 2.0 | Routing: 100%

Domain Adapter Architecture

Each domain has a dedicated adapter providing a uniform interface regardless of internal implementation.

# BaseDomainAdapter Interface class BaseDomainAdapter(ABC): def _ensure_initialized(self): """Lazy load domain components""" def get_tools(self) -> List[StructuredTool]: """LangChain tools for direct mode (649+ tools)""" def get_meta_tool(self) -> StructuredTool: """Single aggregated tool for meta mode (14 tools)""" def execute(self, query: str) -> str: """Execute natural language query""" # Two Registry Patterns Supported # Dataclass-based: Tool(name=..., execute_fn=...) # Used by: TennisAgent, Portfolio # Dict-based: {'name': ..., 'handler': ...} # Used by: WQ, Optiver, Stan, AI_WQ, YieldModel, QCi, Parable, PPR

Routing Patterns

Each domain has distinctive regex patterns for rule-based routing.

Domain Key Patterns
TennisAgent zepp|babolat|serve|forehand|backhand|match|practice
Portfolio portfolio|holdings|tax|options|dividend|allocation
Optiver optiver|trading|kaggle|feature|ensemble|backtest
QCiAgent quantum|qubit|dirac|qatalyst|optimization
YieldModel yield|wafer|defect|semiconductor|manufacturing
ParableAgent parable|jesus|gospel|matthew|luke|biblical
AmericanEconomy gdp|inflation|debt|deficit|macro|fiscal
GlobalTemperature climate|temperature|co2|methane|sea level|arctic