opportunity_brief

Returns the full brief for one opportunity: the four-criteria checklist explained one criterion at a time, the counts behind each number, and the individual claims with verbatim quotes and links to the original threads.

Call it for the one or two opportunities that matter, not for a whole list. Use list_opportunities to choose, then this tool to go deep.

Parameters

Name	Type	Required	Description
id	string	yes	Opportunity ID, as returned by list_opportunities

Example call

{
  "name": "opportunity_brief",
  "arguments": {
    "id": "a1b2c3d4-5e6f-7a8b-9c0d-1e2f3a4b5c6d"
  }
}

What comes back

• The task and its market, plus the product in use when one is named.
• The evidence tier: verified, hiring demand, emerging, single voice or weak.
• The counts: distinct organizations, claims, hiring signals, spend signals, manual signals.
• The checklist, four criteria scored by construction: breadth, budget, solution and trend. Each says pass or fail and why, in words.
• The claims, up to ten, each with the speaker role, the organization, the verbatim quote, the method used today, any spend quote, and a link to the source.

Naming

This tool was called opportunity_dossier until 16 September 2026. The word was cold and ambiguous: a dossier sounds like an investigation file, and what this returns is a brief on a market. The shape of the response did not change with the name.

An older and unrelated tool called get_brief returned narrative summaries generated by a language model. That feature was removed on 6 September 2026 and the tool no longer exists.