Parse intents and route natural language requests to matching skills.
npx skills add https://github.com/jmagly/ai-writing-guide --skill nl-router
Please help me install this Agent Skill. Skill: nl-router Source: https://github.com/jmagly/ai-writing-guide/tree/main/.factory/skills/nl-router Command: npx skills add https://github.com/jmagly/ai-writing-guide --skill nl-router
Routes natural language requests to the most appropriate Claude skills or workflows, reducing guesswork and latency.
User asks for a mixed task; nl-router determines the appropriate skill and suggests actions.
High-intent search queries and answers about installing and using this skill.
Natural language routing interprets user intent by extracting verbs, objects, and constraints, then scores and matches requests to available skills. nl-router handles this by parsing intent, selecting the best-fit skill, and proposing alternatives when ambiguous, reducing manual dispatch overhead.
Yes, nl-router addresses ambiguity by clarifying intent when multiple skills match equally well. It proposes options, learns from routing patterns, and maintains context across follow-ups to resolve unclear requests without requiring restatement.
When explicit triggers don't match, nl-router applies intent parsing to extract actions and targets, scores candidate skills based on context, and routes directly to the best match or confirms the choice with the user before proceeding.
nl-router maintains routing state and learns from historical patterns, adjusting skill-matching scores based on successful past routes. This contextual learning reduces latency and improves accuracy for repeated or similar request types.
Direct routing executes immediately when intent is clear and confidence is high. Clarification routing engages the user with alternatives when intent is ambiguous or multiple skills score similarly, ensuring the correct skill is selected before execution.
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