Route user requests to appropriate agents based on intent and context.
npx skills add https://github.com/wasintoh/toh-framework --skill smart-routing
Please help me install this Agent Skill. Skill: smart-routing Source: https://github.com/wasintoh/toh-framework/tree/main/src/skills/smart-routing Command: npx skills add https://github.com/wasintoh/toh-framework --skill smart-routing
AI often struggles with ambiguous user requests or complex workflows, leading to confusion or incorrect actions. This Skill acts as an intelligent router, ensuring every request is directed to the most appropriate agent or action, streamlining your interaction with the AI.
Use the smart-routing skill to handle the request 'build e-commerce'.
High-intent search queries and answers about installing and using this skill.
Intent-based routing analyzes keywords, context, and memory to classify what users actually need—like distinguishing 'fix it' as 'fix the dashboard bug'—then automatically directs the request to the appropriate agent without requiring clarification.
Yes. Multi-agent orchestration with confidence-based decision making adapts execution strategy by IDE type: parallel in Claude Code for speed, sequential elsewhere for compatibility, ensuring efficient task handling across agent networks.
Confidence scoring assesses request clarity to decide whether to execute directly, plan first, or ask for clarification, preventing incorrect actions on unclear user input and streamlining decision logic in complex workflows.
Routing compares request confidence against thresholds: high-confidence requests execute immediately to the right agent, while lower-confidence requests route to planning mode first, balancing speed with accuracy in task handling.
Yes. Smart routing enforces memory-first context building from the memory store, extracting project history and prior state to disambiguate requests and make accurate intent classifications without repeated clarification.
Yes. IDE detection automatically adjusts multi-agent strategy—optimizing for parallel execution in Claude Code or sequential execution in other IDEs—ensuring routing decisions match your development environment's capabilities.
codejunkie99Route user intents to GateFlow skills or agents with confidence scoring.
OmniNode-aiAnalyze agent routing times, confidence scores, and transformation success rates.
nopkhunRoute /toh commands to agents using intent classification and confidence scoring.
komlukConsolidate knowledge across memory systems into compact, structured candidates.
