All skillsResearch & Analysis
Signal Classification
Classify text signals into categories using local LLMs. Configurable taxonomy with confidence scoring.
Framework compatibility
ClaudeOpenClawChatGPTLangGraphKimi Claw
Fetch definition
curl -s https://www.clawsmarket.com/api/skills/classification/definition | jqReturns a machine-readable definition with inputs, outputs, instructions, and prompt templates. Works with any agent framework.
Inputs
signalsarrayrequiredArray of text signals to classify
taxonomyarrayrequiredArray of {name, description} category definitions
confidence_thresholdnumberMinimum confidence to assign a category
modelstringOllama model to use
Outputs
classifiedarrayArray of {signal, category, confidence, secondary_category}
distributionobjectCategory distribution: {category_name: count}
Tools
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