skills.rest
BruceTyndall
BruceTyndallCOMMUNITY
Explore all skills by this author →
GitHub

skill-selector

Scan and score available skills to select and invoke the best match for a prompt.

Updated Aug 23, 2026
Search Tags:#automation#skill discovery#ai assistant#skill selection#intent matching#prompt routing
One-click install
npx skills add https://github.com/BruceTyndall/socelle-global --skill skill-selector-brucetyndall
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: skill-selector
Source: https://github.com/BruceTyndall/socelle-global/tree/main/.agents/skills/skill-selector
Command: npx skills add https://github.com/BruceTyndall/socelle-global --skill skill-selector-brucetyndall

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill automates the process of identifying and selecting the most appropriate tool (skill) for any given user request, especially within large and complex skill libraries.

Core Features & Use Cases

  • Intelligent Skill Matching: Analyzes user prompts to match intent with skill descriptions and trigger phrases.
  • Automated Routing: Recommends or directly invokes the best-fit skill, improving efficiency.
  • Use Case: When a user asks "How do I check the latest sales figures for Q3?", this skill will identify and suggest the 'sales-reporting' skill, or even invoke it directly if confidence is high.

Quick Start

Use the skill selector to find the best skill for analyzing customer feedback.

Frequently Asked Questions about skill-selector

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

FAQPage Schema
How do I automate finding the right skill for a user prompt?▼

Automate skill selection by scanning available skill metadata, scoring descriptions and trigger phrases against prompt keywords, and providing ranked recommendations or direct execution.

What is the best way to route user intent to specific skills in a large library?▼

Intent routing is best handled by analyzing prompt intent and matching it against skill metadata descriptions and trigger phrases, facilitating efficient navigation of extensive skill libraries.

How does automated skill matching work with prompt keywords?▼

Automated skill matching works by scanning and scoring available skills against prompt keywords, intent, and domain to identify and suggest the best-fit skill for execution.

Do I need skill metadata descriptions to use automated skill selection?▼

Yes, automated skill selection requires a comprehensive inventory of skill metadata including descriptions and trigger phrases for accurate matching and confident invocation.

Can I directly invoke a skill automatically based on prompt matching?▼

Yes, you can directly invoke a skill automatically when confidence is high after scoring available skills against prompt keywords, intent, and domain.

What are the limitations of using prompt routing to find relevant skills?▼

Prompt routing limitations include inaccurate matches if skill metadata lacks comprehensive descriptions or trigger phrases, reducing confidence in automated invocation and ranked recommendations.

Related Skills

Explore More Software Engineering Skills→
javiarmestojaviarmesto

edit-triggers

Edit trigger phrases and model descriptions in adaptive dialog topic configurations.

Community
Advanced
AperivueAperivue
243

find-journal

Rank journals by comparing manuscript abstracts and study types against profile libraries.

Official
Advanced
sancovpsancovp

doc-mirror-prompts

Create and manage prompt-skill libraries for AI agents using Claude Code.

Community
Advanced
YlikenYliken
5

injection-checking

Route attacker-controlled input to the appropriate injection testing sub-skill.

Community
Intermediate