Create interactive well production dashboards with real-time monitoring, verification integration, economic metrics, and multi-format exports. Use for well performance analysis, field aggregation, production forecasting, and API-driven dashboards.
This skill should be used when implementing position sizing logic for Zipline strategies. It provides algorithms for equal-weight, risk-parity, Kelly criterion, volatility-targeting, and other professional position sizing methods.
Resources and freedom engine - Money, business, wealth, and financial independence
Sensitivity analysis frameworks and assumption-testing methods
Evaluate agent skill quality using rubric-based assessment. Use when assessing skill effectiveness, identifying improvement opportunities, or ensuring quality standards.
Collect a single Schwab MCP data snapshot (accounts, quotes, indicators, option chains) with a five-minute cache so trading agents can reuse consistent inputs. Use whenever an options persona needs fresh risk, market, or chain data before recommending trades.
Detect and respond to ideological drift, sycophantic patterns, and alignment threats using the Antidote Protocol.
Thermodynamic foundations for distributed systems design. Use when analyzing energy flows, EROEI calculations, autopoietic closure, or validating economic models against physical constraints. Triggers: energy economics, thermodynamic analysis, EROEI, autopoiesis, Energy Seneca, heterotroph/autotroph analysis, network energy costs, Fourth Transition concepts.
Mooring system design, analysis, and assessment for floating offshore platforms
Perform NPV analysis and economic evaluation for oil & gas assets. Use for cash flow modeling, price scenario analysis, Monte Carlo simulation, P10/P50/P90 probabilistic analysis, working interest calculations, and financial metrics (IRR, payback, NPV) for field development projects.
This skill should be used when analyzing backtest results, calculating performance metrics, and generating attribution analysis. It provides comprehensive tools for evaluating strategy performance including risk-adjusted returns, drawdown analysis, and factor attribution.
Expert-level maritime systems, vessel tracking, port operations, cargo management, and maritime logistics
Summarize ETF net flows and derivatives context (OI Δ, funding, basis, skew, liquidation bands) from local JSON/CSV drops. Use at open/close or when assessing leverage resets.
Clarifies goals and applies structured thinking frameworks (Pareto, Inversion, First-Principles) to complex problems. Use when exploring constraints, analyzing decisions, or applying structured reasoning to uncover hidden assumptions.
This skill should be used when configuring trading calendars for Zipline-Reloaded backtests. It provides patterns for using built-in calendars, creating custom calendars for global markets, and handling timezone/session alignment for 24/7 or non-US markets.
Extracts content from SEC filings (10-K, 10-Q, 8-K) via Financial Datasets API. Use when asked about risk factors, MD&A, business descriptions, or SEC filing content.
Build financial models, backtest trading strategies, and analyze market data. Implements risk metrics, portfolio optimization, and statistical arbitrage. Use PROACTIVELY for quantitative finance, trading algorithms, or risk analysis.
Expert-level energy systems, smart grids, renewable energy, power management, and energy analytics
Use when deciding between a high-status opportunity and a riskier path that feels more aligned, when feeling trapped despite external success, or when auditing if your decisions serve your values or others' expectations
Expert-level algorithmic trading, market systems, quantitative analysis, and trading platforms
Information theory (entropy/MI/TE) and causal inference for trading signals.
Master agile metrics with velocity, burn-down charts, cycle time, and team health indicators for data-driven improvement.
Generates comprehensive daily investment reports with market overview, portfolio analysis, technical signals, and opportunities
This skill provides an advanced financial modeling suite with DCF analysis, sensitivity testing, Monte Carlo simulations, scenario planning, LBO analysis, and real estate investment modeling for investment decisions
