ai Business Strategist

    3

    A research-backed strategic decision-making toolkit for scenario planning, stress-testing, and investor-grade scoring.

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    Works with the AI tools you already use

    Claude CodeClaude CodeCursorCursorCodex CLICodex CLIGitHub CopilotGitHub CopilotGemini CLIGemini CLI+17 more

    See it in action

    You say

    Evaluate my SaaS startup's business plan for an automated SMB accounting tool. It uses a freemium model and relies on word-of-mouth for growth. Provide an investor-grade scoring.

    Your agent does

    DIMENSION SCORES: Market Opportunity: 85 (High growth in fragmented sector) Competitive Advantage: 42 (Low switching costs; vulnerability to incumbent bundling) OVERALL: BORDERLINE Key Risk: Distribution mechanism assumes organic viral growth in a B2B climate requiring direct sales.

    What you get

    Stress-test a business plan using the Devil's Advocate tool to find blind spotsGenerate 4 distinct market scenarios for the next 18 months of AI regulationProduce an investor-grade scorecard for a pitch deck with prioritized fixesSimulate customer and competitor reactions to a new pricing model using personas

    About this skill

    Advanced AI Strategic Analysis

    Transform your AI agent into a high-level lead strategist. This skill implements a rigorous Strategic Decision-Making (SDM) framework grounded in research to help you move from vague ideas to investor-ready business plans. It solves the problem of "shallow prompting" by forcing deep mechanical analysis of how businesses actually succeed or fail.

    What it does

    • Scenario Planning: Generates multi-layered future environments with second-order effects and specific hedging strategies.
    • Devil's Advocate: Acts as an uninhibited board member to identify explicit failure mechanisms and existential risks.
    • Virtual Stakeholder Simulation: Pressure-tests messaging and strategy against a "wisdom of the crowd" persona group including regulators and competitors.
    • Investor-Grade Evaluation: Scores business plans on a calibrated 0-100 scale across 10 dimensions, mimicking the decision-making patterns of VCs and angel investors.

    Why use this skill

    Unlike standard LLM responses that tend to be overly optimistic or generic, this skill is engineered for "mechanism-depth." It doesn't just list risks; it explains the chain of causation. It utilizes a research-backed rubric where AI evaluations have shown higher internal consistency than human VC panels, making it an essential tool for triage and stress-testing before resource allocation.

    How to install

    Drop the file into your AI Agent. Works with Claude, Cursor, ChatGPT, and 20+ more.

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