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callout_help

Get started with Callout by learning its capabilities and usage instructions for AI-powered code review, tech guidance, and project management.

Instructions

Show what Callout can do and how to use it. Call this when a user first connects or asks about Callout.

Input Schema

TableJSON Schema
NameRequiredDescriptionDefault

No arguments

Implementation Reference

  • The 'callout_help' tool implementation - registered with server.tool() and contains the async handler function that returns comprehensive help documentation about all available Callout tools and their usage examples. The tool takes no parameters (empty schema {}) and returns formatted markdown text with tool descriptions and example commands.
      server.tool(
        'callout_help',
        'Show what Callout can do and how to use it. Call this when a user first connects or asks about Callout.',
        {},
        async () => {
          return {
            content: [{
              type: 'text' as const,
              text: `# Callout — Your AI Co-founder for 0→1 Builds
    
    ## Core Tools
    
    ### review — "Get expert opinions on my project"
    9 perspectives in 3 groups: Technical (CTO, Security, DevOps), Business (Product, Customer, Strategy), Founder (Investor, Unicorn Founder, Solo Entrepreneur). Use \`focus\` to zoom in, \`perspective_group\` to select a group.
    
    **Try:**
    - "Review this project" — full 9-perspective review
    - "Review with founder group" — investor + unicorn founder + solo entrepreneur
    - "Review focus: should I use Supabase or Firebase?" — technology decision
    - "Review focus: user login page" — focused feature review
    - "Review security + CTO only" — selected perspectives
    
    ### coach — "Am I working with AI the right way?"
    Analyzes your project setup, development habits, and knowledge blind spots. Reveals what you don't know you're doing wrong when working with AI coding tools.
    
    **Try:** "Coach me" / "How am I doing with AI?" / "Check my collaboration habits"
    
    ### test_translate — "What do my tests actually cover?"
    Translates test results into plain language. Shows what's tested, what failed, and produces a manual test script.
    
    **Try:** "Translate my test results" / "What do these tests mean?"
    
    ### idea_score — "Is this idea worth building?"
    Scores your idea across 10 dimensions (market size, feasibility, moat, revenue, etc.) with a skeptical default stance. Returns a verdict: CONTINUE, SIMPLIFY, PAUSE, or DELETE.
    
    **Try:** "Score this idea" / "Is this worth building?" / "Rate my project"
    
    ## Supporting Tools
    
    ### recommend — "What tools should I use for this?"
    Detects what your project needs (auth, database, payments, etc.) and recommends the best tool.
    
    **Try:** "What should I use for auth?" / "I need to add payments"
    
    ### Todo List — Your central command
    All findings from review and coach flow into your todo list.
    Tools: todo_add, todo_update, todo_list, todo_summary
    
    **Try:** "Show my todos" / "What's my top priority?"
    
    ### portfolio — "What should I work on across all my projects?"
    Scans all your projects, shows health status, and gives resource allocation advice.
    
    **Try:** "Show my portfolio"
    
    ### Other: set_target_user, save_review_findings, recommend_dismiss, recommend_reset, init
    
    ---
    
    **Start here:** Say "Coach me" to check your AI collaboration setup, or "Review this project" for a full expert review.`,
            }],
          };
        },
      );

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