intent-based-tool-filtering

transform

Prompt + List<ToolDefinition> -> List<ToolDefinition>

Filter a comprehensive catalog of agent tools down to a highly relevant subset using query semantics before calling the LLM.

Problem it solves

Including all system tool definitions in every LLM call rapidly exhausts context windows and increases token billing.

Consumes

PromptList<ToolDefinition>

Emits

List<ToolDefinition>

Distilled from 1 source

The real projects this mechanism was found in. Attribution is the point — this is how the best teams actually do it.