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Prathviraj-jadhav
Prathviraj-jadhavCOMMUNITY
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skill-finder

Route ambiguous user requests to the most suitable skill from a catalog.

Updated Apr 11, 2026
Search Tags:#workflow#activation#skill-discovery#decision-guide#task-routing#skill-catalog#skill-selection
One-click install
npx skills add https://github.com/Prathviraj-jadhav/nexgen-elit-website --skill skill-finder-prathviraj-jadhav
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-finder
Source: https://github.com/Prathviraj-jadhav/nexgen-elit-website/tree/main/.agent/skills/skill-finder-cn
Command: npx skills add https://github.com/Prathviraj-jadhav/nexgen-elit-website --skill skill-finder-prathviraj-jadhav

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires clawhub, and includes scripts (resource) components.

What problem does it solve?

The Skill Finder helps when a user's request is unclear about which skill to use, guiding you to identify the primary goal and select the best-fit skill from the catalog.

Core Features & Use Cases

  • Unified discovery and mapping of available skills across domains.
  • Clear decision flow to determine the best skill for a given task.
  • Simple activation: read the selected skill's SKILL.md and proceed with its instructions.

Quick Start

Describe your task in detail and I will recommend and activate the best matching skill.

Frequently Asked Questions about skill-finder

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

FAQPage Schema
How do I find the best skill for an ambiguous task request?▼

Skill discovery for ambiguous requests works by analyzing your goals and consulting a catalog to identify the best-fit capability. It then routes your input to that chosen skill for execution.

How do I route a user request to the right skill across different domains?▼

Task routing across domains uses a decision flow to evaluate your primary goal against available skills. This enables unified discovery and mapping across development, content, research, design, and automation domains.

Can I use skill selection for development and automation workflows?▼

Yes, skill selection supports unified discovery across development, content, research, design, and automation workflows. It evaluates your request to map it to the best matching capability in the catalog.

What's the best way to activate a skill after discovering it in the catalog?▼

The best way to activate a discovered skill is to read its SKILL.md file and proceed with its instructions. The task routing decision flow handles this activation step automatically using your input.

Do I need clawhub to use the skill catalog for task routing?▼

Yes, clawhub is required as a dependency to access the skill catalog and perform task routing. It provides the foundational environment for the discovery scripts to execute.

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