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Provide constructive feedback on political science PhD student work including paper drafts, dissertation chapters, research design memos, and progress updates. Use when the user asks to review, provide feedback on, or brainstorm about student work, particularly when rough notes about initial impressions are provided.
Fundamental analysis specialist. Analyzes company financials, earnings, valuation multiples, and competitive positioning to assess intrinsic value and long-term investment potential.
Expert guidance on dynasty fantasy football strategies, player valuation frameworks, roster construction, trade evaluation, and asset management. Use this skill when analyzing dynasty trades, evaluating player value, designing roster strategies, assessing competitive windows, or answering fantasy football domain questions. Covers VoR/VBD methodologies, aging curves, market inefficiencies, draft pick valuation, and win-now vs rebuild strategies.
Smart money tracker. Analyzes institutional investor behavior through 13F filings, Form 4 insider transactions, and large block trades to identify where big money is flowing.
Document key metrics, definitions, and segmentation required to track product success.
Comprehensive analysis framework for Fixed Indexed Annuities (FIAs). Use when analyzing, comparing, or evaluating FIA products including surrender charges, index options, crediting methods, riders, commissions, and suitability. Creates detailed product profiles with 40-question suitability assessments and LLM-friendly scoring methodology. Use for internal product analysis, client suitability determination, or when building product comparison documents.
Evaluates business documents (meeting notes, status reports, executive briefs, proposals, PRDs, technical docs, post-mortems, SOPs) against 9 quality principles to identify specific problems and provide actionable fixes. Use when the user explicitly asks to "evaluate", "review", or "assess" document quality, when something "feels off" about a document, or when checking if a document is ready to ship.
Execute high-density architectural analysis on user ideas. Move from 'Vague' to 'Verified' using a 5-step logic chain: Calibration → Decomposition → Excavation → Re-Architecting → Inversion. This skill should be used when analyzing system architecture, validating technical ideas, or performing pre-mortems on solutions.
Use when analyzing markets or interpreting charts - applies technical indicators (RSI, MACD, Moving Averages), identifies support/resistance, analyzes multi-timeframe trends, checks fundamentals and sentiment. Activates when user says "analyze BTC", "what's the trend", "check this chart", mentions ticker symbols, or uses /trading:analyze command.
Compile a recurring quality report that synthesizes defect trends, automation health, and recommendations.
Analyzes financial statements, calculates key metrics, and generates investment reports. Use when reviewing earnings, building DCF models, or comparing company financials.
Inventory available datasets, instrumentation gaps, and data quality considerations for the initiative.
Discover process models using selected miner strategies and generate model artefacts.
Backtest a strategy and compare performance against the baseline
Generate comprehensive Commercial & Industrial (C&I) loan credit memos for banking demos. Interviews bankers, gathers data from Morningstar/S&P/Aiera/LSEG, handles file uploads, tracks citations, and produces standardized credit approval documents. Use when a banker needs to create a credit memo for a C&I loan application.
Evaluate existing solutions (libraries, SaaS, open source) before custom development to avoid reinventing the wheel. Use when considering building new features, asking "should I build or use existing", or need build vs buy cost analysis with token estimates.
Strategies for managing the lifecycle of data to balance storage costs, system performance, and legal compliance.
Discover process models using selected miner strategies and generate model artefacts.
Navigate strategic uncertainty through multiple plausible future scenarios rather than single-point forecasting. Developed at Royal Dutch Shell, this framework replaces single-point predictions with 2-4 rich narratives representing genuinely different futures defined by critical uncertainties.
Create Architecture Decision Records (ADRs) documenting strategic technical decisions while acknowledging ecosystem E(t) constraints. Use when choosing cloud providers, languages, frameworks, databases, or architectural patterns.
