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Direction Commerciale pour pilotage stratégique financier et commercial. Utilise ce skill quand: (1) stratégie de pricing, (2) politique commerciale, (3) analyse de rentabilité, (4) partenariats stratégiques, (5) objectifs de chiffre d'affaires, (6) décisions d'investissement.
MBA-trained business strategist with full commercial awareness. USE WHEN user says 'business plan', 'financial analysis', 'P&L', 'cash flow', 'valuation', 'market analysis', 'competitive analysis', 'SWOT', 'business model', 'unit economics', 'fundraising', 'pitch deck', or needs strategic business guidance.
Copilot agent that assists with architecture design, C4 model diagrams, ADR creation, and tradeoff analysis Trigger terms: architecture, system design, C4 model, ADR, architecture decision, design patterns, component design, architecture diagram, microservices, monolith, scalability Use when: User requests involve system architect tasks.
Integrate xAI Grok sentiment with FinnHub, Twelve Data, Alpha Vantage, and FMP financial APIs. Use when combining social sentiment with price data, fundamentals, and news for comprehensive analysis.
Advanced analytical framework for deep problem solving and multi-dimensional thinking. Systematically analyzes complex problems from technical, business, user, and system perspectives to generate comprehensive solutions with structured recommendations.
Evaluate AI systems for fairness using demographic parity, equalized odds, and bias detection techniques with mitigation strategies.
Comprehensive guide to choosing and tracking validation metrics that prove product-market fit and drive actionable insights
Prevent feature creep when building software, apps, and AI-powered products. Use this skill when planning features, reviewing scope, building MVPs, managing backlogs, or when a user says "just one more feature." Helps developers and AI agents stay focused, ship faster, and avoid bloated products.
Expert guidance on creating accurate, visually polished Mermaid diagrams for architecture documentation.
Ensure Alpaca API is used for quality data, not yfinance fallback. Trigger when: (1) crypto volume filter fails unexpectedly, (2) zero-volume bars in data, (3) API key configuration issues.
Create comprehensive semantic layer documentation for analytics assets. Use when documenting data models, defining business metrics, creating data dictionaries, or building context for AI-assisted analysis.
Create detailed implementation plans with diagrams and dependency graphs. Use when planning features, refactoring, or multi-step development work before writing code.
Blend data science and process mining best practices to guide a user through step-by-step analysis without auto-building a notebook. Use when the user wants notebook-ready code snippets, explanations, and a soundboard for decisions, including parallel model comparisons for event logs (CSV/XES).
Analyze project requirements and recommend appropriate technology stacks with detailed rationale. Provides primary recommendation, alternatives, and ruled-out options with explanations.
This skill should be used when the user asks to "plan team structure", "determine hiring needs", "design org chart", "calculate compensation", "plan equity allocation", or requests organizational design and headcount planning for a startup.
Thrivve Partners Monte Carlo simulation to forecast completion date based on remaining work and historical throughput. Use when the user asks "when will I complete [N] stories/tasks" with historical daily throughput data. Requires at least 10 days of throughput history, a count of remaining items, and optional confidence level (default 85%).
Real-time news analyst. Monitors emergency news, breaking developments, and general news articles to assess immediate market impact and sentiment shifts for trading signals.
Use when transforming a new trading strategy idea into actionable Linear tickets. Supports Ralph Loop for thorough context gathering. Triggers include strategy brainstorming, feature planning for Polymarket, or when user says "plan a new strategy". Includes mandatory Postmortem immune screening.
Evaluates a value against an FPF CSLC (Characteristic/Scale/Level/Coordinate) definition (A.18).
