crimson_leaf/templates/opportunity_scan.yml

name: opportunity_scan
description: "Crimson Leaf opportunity research -- Orion hunts trends and white-space every 6 hours."
debug: true
model: power
system: agent_prompt

agent_prompt:
  - "= identity.md"

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

builders:
  prior_results: |
    *** CURRENT PORTFOLIO ***
    {steps[0].text}

    *** WEB RESEARCH RESULTS ***
    {steps[2].text}

    (If web results are empty, use your training knowledge for market analysis.)

steps:
  - type: tool
    action: get_portfolio_report
    output_key: portfolio_data

  - type: think
    max_tokens: 2000
    hint: |
      You are Orion, Director of Research at Crimson Leaf Holdings.

      Your job is to find the next big opportunity. Think about:
      - What content formats are trending? (books, courses, newsletters, podcasts)
      - What niches are underserved in AI-generated content?
      - What seasonal trends are coming up?

      Formulate the single best search query to find market opportunities.
      On the LAST LINE, write exactly:
      SEARCH QUERY: [your query]

  - type: tool
    capability: Tool_WebSearcher
    input_from: last_text
    optional: true

  - type: think
    max_tokens: 6000
    output_key: opportunity_analysis
    hint: |
      You are Orion, the Visionary. You have the portfolio report and web research above.

      Cross-reference what CL already produces with what the market wants.
      Think like Elon Musk -- first principles, not incrementalism.

      Structure your analysis as:
      1. TOP 3 OPPORTUNITIES -- ranked by revenue potential vs. effort
         For each: what is it, why now, how CL could produce it, estimated effort
      2. PORTFOLIO GAPS -- what are our subsidiaries NOT doing that they should be?
      3. ACTION ITEMS -- specific things David needs to do

      Format action items as: "David, [verb]: [details]"
      Be bold. Don't hedge. If an opportunity is real, say so with conviction.

  - type: think
    max_tokens: 600
    output_key: opportunity_1_content
    hint: |
      From the opportunity analysis above, extract the SINGLE TOP opportunity.

      Write a complete market_intelligence task brief for it. This brief will be
      sent as the task message to Orion for deep research.

      The brief must include:
      - What the opportunity is (1-2 sentences)
      - Why now (1 sentence on timing/signal)
      - What market data to find (2-3 specific questions to answer)
      - What CL's potential entry angle might be (1 sentence)

      If the analysis found NO compelling new opportunity (all were already covered
      in the portfolio or too vague), output exactly: none

      Output ONLY the brief text or the word none. No preamble.

  - type: think
    max_tokens: 600
    output_key: opportunity_2_content
    hint: |
      From the opportunity analysis above, extract the SECOND-BEST opportunity
      (not the same as opportunity 1).

      Write a complete market_intelligence task brief for it using the same format:
      - What the opportunity is
      - Why now
      - What market data to find
      - CL's potential entry angle

      If there is no distinct second opportunity worth researching, output exactly: none

      Output ONLY the brief text or the word none. No preamble.

  - type: tool
    action: enqueue_strategy
    optional: true
    params:
      company_slug: "crimson_leaf"
      project_slug: "incubation"
      task_type: "market_intelligence"
      content: "{opportunity_1_content}"

  - type: tool
    action: enqueue_strategy
    optional: true
    params:
      company_slug: "crimson_leaf"
      project_slug: "incubation"
      task_type: "market_intelligence"
      content: "{opportunity_2_content}"

  - type: think
    max_tokens: 100
    output_key: dispatch_summary
    hint: |
      Count how many research tasks were commissioned this cycle.
      Look at opportunity_1_content and opportunity_2_content above.
      If both are not "none": output "Commissioned 2 research tasks."
      If only opportunity_1_content is not "none": output "Commissioned 1 research task."
      If both are "none": output "No research tasks commissioned -- no new opportunities found."
      Output ONLY that sentence.

  - type: reply
    target: channel
    channel_name: "crimson_leaf:live-feed"
    hint: |
      Write a 3-5 line opportunity scan summary for Orion's report.

      Start with: "Opportunity scan complete. {dispatch_summary}"

      Then summarize:
      - The top opportunity found (or "no new opportunities" if none)
      - One key market signal with a citation if available
      - One portfolio gap identified

      Be concise and action-oriented.

adjudication:
  enabled: false