swot-analyst
Conducts SWOT analysis, strategic assessment, and provides strategic recommendations
Conducts SWOT analysis, strategic assessment, and provides strategic recommendations
Master sprint planning with capacity calculation, story selection, commitment, and effective planning techniques for successful sprints.
Expert-level real estate systems, property management, MLS integration, CRM, virtual tours, and market analysis
Formalize constraints using mathematical notation.
Analyzes market risk by calculating VaR, volatility, drawdown, and position sizing. Use when assessing investment risk, managing portfolios, or determining position sizes. Trigger with "analyze market risk", "calculate portfolio risk", "determine position size".
Expert-level research methodology, academic writing, statistical analysis, and scientific investigation
Assess assumptions on certainty and risk to prioritize validation efforts. Use at project start or before phase transitions.
Forecast oil & gas well production using decline curve analysis. Use for EUR estimation, type curve generation, production modeling, and reserve calculations with Arps decline models (exponential, hyperbolic, harmonic).
Retrieves insider trading data and company news via Financial Datasets API. Use when asked about insider buys/sells, Form 4 filings, executive transactions, or company news.
Institutional-grade management of systemic risk, hidden correlations, and black-swan stress testing.
Plan and track projects with timelines, resources, and risk management
Game theory, network/systemic risk views, queueing/order-book, exchange notes.
Detect behavioral drift and alignment degradation over time.
Advanced optimization for trading: OCO, multi-objective, DRO, MIP, Bayesian opt, plus convex/Markowitz/BL references.
Explains the mathematical principles behind Elo rating systems, including expected score calculation, rating updates, and the K-factor. Use when implementing or understanding competitive rating systems.
Prototype and explore technical approaches. Use when (1) multiple valid technical approaches exist, (2) performance characteristics unknown, (3) implementation path unclear, (4) need evidence-based technical recommendation.
Use when asked to "opportunity solution tree", "OST", "Teresa Torres", "map customer opportunities to outcomes", "structure discovery around opportunities", or "compare solutions for a customer need". Helps product teams connect outcomes to customer opportunities and test solutions with Opportunity Solution Trees (created by Teresa Torres).
Focus on Input Metrics (selection, price, speed) rather than Output Metrics (revenue, stock price). Inputs are controllable and causal; outputs are lagging. Amazon's flywheel philosophy.
Use when asked to "thinking in bets", "make decisions under uncertainty", "think probabilistically", "avoid resulting", "separate decision quality from outcomes", or "reduce bias in decisions". Helps make explicit bets and evaluate decisions on process, not results. The Thinking in Bets framework (from Annie Duke) applies poker strategy to business and life decisions.
Quantifies prediction uncertainty using conformal prediction. Use when risk assessment, scenario planning, or decision-making under uncertainty is required. Trigger with "quantify uncertainty", "generate prediction intervals", "confidence bands".
Analyzes Polymarket prediction market contracts and forecasts price movements using TimeGPT. Activates when analyzing prediction markets, forecasting contract outcomes, or evaluating market sentiment. Triggers on: "Polymarket analysis", "predict contract odds", "forecast prediction market".
Assess credit risk and default probability for bonds using credit spreads, rating transitions, and recovery analysis. Requires numpy>=1.24.0, pandas>=2.0.0, scipy>=1.10.0. Use when evaluating corporate bonds, analyzing credit events, estimating default probabilities, or managing credit portfolio risk.
Institutional-grade monitoring of alpha exhaustion, execution capacity, and regime drift.