Transform vague requirements into concrete decisions by exploring the decision space. Use when high-level asks spawn implicit decisions, when defaults need challenging, or when you need systematic discovery of actual needs vs assumed solutions.
Select appropriate AI/ML models based on capability matching, benchmarks, cost-performance tradeoffs, and deployment constraints.
Provides expert UI/visual design analysis, aesthetic evaluation, and AI slop detection. Use this skill when the user needs visual design audit, typography assessment, or design system review. Triggers include requests for UI review, design audit, or when asked to evaluate visual quality and detect generic AI-generated design patterns. Produces detailed consultant-style reports with findings and prioritized recommendations — does NOT write implementation code.
Comprehensive persona research and creation covering the full pipeline from user research to validated personas and journey maps. Includes traditional personas, proto-personas, JTBD profiles, and empathy maps. Activates when creating user personas, conducting user research, defining target audiences, mapping user journeys, or applying Jobs-to-be-Done framework. Use this skill for deep user understanding work. Extends the ux-design skill with specialized persona methodology.
Create sophisticated economic data analyses and visualizations for higher education stakeholders using FRED (Federal Reserve Economic Data). Use this skill when users request: (1) Analysis of student loan debt, unemployment by education level, or earnings data, (2) Dashboard or visual presentations of higher ed economic indicators, (3) Narrative reports on higher education ROI or economic value, (4) Data-driven communications for institutional stakeholders (trustees, enrollment management, financial aid offices), or (5) Integration of FRED API data into interactive visualizations.
Use when developing or documenting trading strategies - guides edge hypothesis formation, validates statistical significance, documents strategy rules systematically (entry, exit, risk management). Activates when user says "research this strategy", "document my approach", "test this idea", mentions "trading strategy", "edge", or uses /trading:research command.
Plan explainable AI (XAI) requirements including SHAP, LIME, attention visualization, and regulatory explainability needs.
Create sophisticated, interactive data visualizations using D3.js. Use for custom charts, network visualizations, or when Recharts/charting libraries are insufficient.
FenokValue v9.2.2 – Damodaran + Global Scouter + yfinance 기반 밸류에이션 스킬. DCF/Reverse/Stress/Quality/Masters 통합 분석. Unified Report Generator. 2,158 tests.
Knowledge base for measuring, analyzing, and optimizing content performance. Use when tracking metrics, analyzing patterns, or making data-driven content decisions.
Expert in observing, benchmarking, and optimizing AI agents. Specializes in token usage tracking, latency analysis, and quality evaluation metrics. Use when optimizing agent costs, measuring performance, or implementing evals. Triggers include "agent performance", "token usage", "latency optimization", "eval", "agent metrics", "cost optimization", "agent benchmarking".
Analyse d'offres d'emploi, adéquation profil-poste, et génération de CV/lettre adaptés. Activer ce skill quand l'utilisateur parle de candidature, offre d'emploi, lettre de motivation, ou CV adapté.
AI self-improvement analyst. Tracks AI agent mistakes, analyzes failure patterns, and proposes system improvements. Implements continuous learning loop for trading system enhancement.
Energy-specific charts: project timelines, cost breakdowns, financial projections, geospatial maps. Interactive dashboards for investment decisions.
Use this skill when the user asks subjective questions like "should I...", "is X good?", "what do you think about...", or seeks advice/recommendations. Reframe these as forecasting problems with explicit KPIs.
Structured decision critic that systematically stress-tests reasoning before commitment surfacing hidden assumptions verifying claims and generating adversarial perspectives to improve decision quality.
Эксперт demand generation. Используй для стратегий генерации спроса, lead scoring, кампаний и funnel optimization.
Analyze an Obsidian vault's AI-readiness with pass/fail checks. Use when assessing a new vault, auditing an existing vault, or verifying setup is complete. Returns a structured report with clear status indicators and actionable recommendations.
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter's Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.
Power analyst. Processes INA219 data for energy-per-operation and thermal metrics.
Executive-grade data analysis with pandas/polars and McKinsey-quality visualizations. Use when analyzing data, building dashboards, creating investor presentations, or calculating SaaS metrics.
Use this skill when coordinating multiple AI models (Claude, GPT, Gemini, DeepSeek) for competitive trading analysis, running parallel model execution, aggregating decisions, or managing model performance tracking. Essential for multi-model trading arena operations.
CRITICAL for ALL mathematical and numerical operations including arithmetic, percentages, averages, and DATE/CALENDAR calculations (day of week, date differences, time calculations). MANDATORY when user asks to calculate, compute, solve expressions, determine dates, or perform any numeric analysis.
