research-private-company

Produce a structured intelligence brief on a private company, or a delta if the company has been researched before. Use when the user asks to research, look up, refresh, do diligence on, or build/update a profile of a non-public company (e.g. "research Anthropic", "what's new with Cursor", "due diligence on Linear"). Aggregates funding, people, product, market, traction, and risk signals from multiple public web sources, and stores findings so re-runs only surface what changed.

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research-public-company

Produce a structured intelligence brief on a public company from fundamentals to industry trends, or a delta if the company has been researched before. Use when the user asks to research, analyze, or profile a public company by ticker symbol (e.g. "$GOOGL", "$AAPL", "$NVDA") or company name. Covers financials, business segments, management, competitive position, industry trends, analyst sentiment, and risk factors.

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discover-company

Discover one noteworthy company (public or private) not yet in the knowledge base, then research it. Use when the user asks to "discover a company", "find me an interesting company", "surprise me with a company", "what company should I know about", or similar open-ended discovery requests. Picks a company based on recency, relevance to the user's domain (developer tools, AI infrastructure, web/cloud), and signal strength, then hands off to research-private-company or research-public-company.

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research-private-company | V50.AI