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crimson_leaf/templates/market_research.yml
David Baity 172ce3a0e1 feat(50c): Crimson Leaf company factory — agents, templates, RAG, pipeline
Agents: Peter (CEO), David (CTO), Sarah (Market Intel), Elena (Ops Architect)
Templates: market_research, company_design, design_review, design_roundtable, design_polish, bootstrap_company
RAG: business_plan.md, core_directives.md (5 immutable directives)
Pipeline: 6-phase incubation protocol with dependency chain and kill conditions

Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
2026-03-01 00:55:39 -05:00

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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: 38 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: close
rag_update: true