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UpayanGhosh
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jarvis

Route natural-language requests to installed skills with a one-line justification.

18|3|Updated Apr 6, 2026
Search Tags:#automation#orchestration#nlp#skill#intent#route
One-click install
npx skills add https://github.com/UpayanGhosh/claude-jarvis --skill jarvis-upayanghosh
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: jarvis
Source: https://github.com/UpayanGhosh/claude-jarvis/tree/main/skills/jarvis
Command: npx skills add https://github.com/UpayanGhosh/claude-jarvis --skill jarvis-upayanghosh

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Route natural-language user requests to the most suitable installed skill, saving time and boosting automation by selecting the highest-ROI workflow.

Core Features & Use Cases

  • Automatic intent routing: analyzes user input and picks the best skill to execute.
  • Fast-path + fallback: tries a deterministic path first, then scans installed skills for the best match.
  • One-line confirmation: prints a friendly, concise justification before executing the chosen plan.

Quick Start

Ask Jarvis to route a user request to the best matching skill and execute it.

Frequently Asked Questions about jarvis

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I route natural-language requests to the correct AI skill automatically?▼

Automatic intent routing analyzes user input and selects the most appropriate installed skill, returning a concise one-line justification before executing the chosen workflow.

What is the best way to orchestrate NLP intent routing across multiple installed skills?▼

Skill orchestration uses a fast-path to attempt a deterministic match first, then falls back to dynamic discovery across installed skills to find the highest-ROI workflow.

How does deterministic matching work for intent routing?▼

Deterministic matching attempts a fast-path route first, checking for a direct match before falling back to scanning installed skills for the best fit.

Does intent routing require project state context to function?▼

Project state context is loaded when available to improve routing accuracy, but the fallback dynamic discovery mechanism allows routing to function even without it.

Can I audit the decisions made by the automated intent router?▼

Yes, the intent router logs its routing decisions for audit purposes, ensuring transparency when it selects and executes a matching skill workflow.

Why use a universal router instead of manually selecting skills for each task?▼

A universal router saves time and boosts automation by analyzing natural-language requests and directly executing the highest-ROI workflow without manual skill selection.

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