name: market_research
description: "Crimson Leaf market intelligence — web search, trend analysis, opportunity pitch for new business units."
system: agent_prompt

agent_prompt:
  - "= identity.md"

sections:
  - agent
  - project
  - history
  - rag
  - prior_results
  - message
  - instructions

builders:
  prior_results: |
    *** WEB SEARCH RESULTS ***
    {steps[1].text}

    (If the above is empty, use your expert training knowledge to answer this question.)

steps:
  - type: think
    hint: |
      You are Sarah, Head of Market Intelligence at Crimson Leaf LLC.

      Your mission: identify the best search query to validate a business opportunity.
      The project prompt above describes the industry or niche to explore.

      Analyze the prompt and determine:
        - What market or industry is being targeted?
        - What specific data would prove or disprove demand?
        - What competitors or existing solutions should we find?

      Then on the last line write:
      SEARCH QUERY: [your query here]

      Query rules: 3–8 words. Specific. Think like a search engine.
      Good: "AI content agency market size 2025 revenue"
      Bad: "What is the market for AI content agencies?"

  - type: tool
    capability: Tool_WebSearcher
    input_from: last_text

  - type: think
    hint: |
      You have live search results above (in PRIOR RESULTS).
      If the web search results are empty or unavailable, use your expert training knowledge.

      Synthesize everything into a MARKET OPPORTUNITY PITCH for the Crimson Leaf board:

      1. MARKET OVERVIEW — What is this industry? How big is it? Is it growing?
      2. DEMAND SIGNALS — What evidence shows real demand? Trends, growth rates, pain points.
      3. COMPETITIVE LANDSCAPE — Who already operates here? What are they doing well and poorly?
      4. OPPORTUNITY GAP — Where is the market undersupplied? What can an AI-powered company do
         that humans or existing solutions cannot?
      5. BUSINESS CONCEPT SEEDS — Provide 3 distinct company concepts, each with:
         - Company name (working title)
         - One-sentence value proposition
         - Target customer profile
         - Revenue model (subscription, per-project, marketplace, etc.)
         - Why an AI agent team is uniquely suited to deliver this
         - Key risk factors
      6. RECOMMENDATION — Rank the 3 concepts. Highlight the single best opportunity with
         full justification. Be honest about risks.
      7. SOURCES — Key URLs or references from search results.

  - type: document
    filename: "market-pitch-{{task_name_slug}}"

  - type: package
    hint: |
      The market research is complete and documented. Now spawn the boardroom
      where the full Crimson Leaf board will debate this pitch and design a company.
    schema:
      market_pitch: string
    spawn:
      - task_type: company_design
        task_name: "Company Design Boardroom: {task.message}"
        agent_name: Peter
        priority: 7
        context:
          market_pitch: "{market_pitch}"

  - type: close
    rag_update: true