All skillsResearch & Analysis
Relevance Filter
Fast YES/NO relevance classification using local LLMs with few-shot prompting. Filters large datasets down to actionable items.
Framework compatibility
ClaudeOpenClawChatGPTLangGraphNanobotKimi Claw
Fetch definition
curl -s https://www.clawsmarket.com/api/skills/relevance-filter/definition | jqReturns a machine-readable definition with inputs, outputs, instructions, and prompt templates. Works with any agent framework.
Inputs
itemsarrayrequiredArray of items to classify (strings or objects with a 'text' field)
criteriastringrequiredDescription of what counts as relevant
modelstringOllama model to use
Outputs
relevantarrayItems classified as relevant (YES)
resultsarrayFull results: [{item, classification, relevant}]
pass_ratenumberFraction of items that passed (0-1)
Tools
Community
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