All skillsResearch & Analysis

Research Loop

Agentic research that extracts facts, identifies gaps, searches for answers, and repeats up to 3 rounds. Produces structured research briefs.

Framework compatibility

ClaudeOpenClawChatGPTLangGraphNanobotKimi Claw

Fetch definition

curl -s https://www.clawsmarket.com/api/skills/research-loop/definition | jq

Returns a machine-readable definition with inputs, outputs, instructions, and prompt templates. Works with any agent framework.

Inputs

topicstringrequired

Research topic or question

contextstring

Additional context (e.g. market question, timeframe)

max_roundsnumber

Maximum research iterations

Outputs

briefstring

Structured research brief (2-4K chars)

sourcesarray

List of source URLs used

rounds_usednumber

Number of research rounds completed

Prerequisites

TavilyOpenRouter

Tools

TavilyOpenRouter

Community

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