skill-finder

Recommend skills or skill sequences from an estate map based on problem descriptions.

Updated Jun 17, 2026
One-click install
npx skills add https://github.com/adriaanmostert1976-lab/adriaan-toolkits --skill skill-finder-adriaanmostert1976-lab
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-finder
Source: https://github.com/adriaanmostert1976-lab/adriaan-toolkits/tree/main/source/estate-ops-toolkit/skill-finder
Command: npx skills add https://github.com/adriaanmostert1976-lab/adriaan-toolkits --skill skill-finder-adriaanmostert1976-lab

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Helps users quickly identify the correct skill or sequence of skills to solve a specific problem, without the need to remember which tool to use.

Core Features & Use Cases

  • Problem Identification: Understands user descriptions of problems and recommends the appropriate skill or sequence.
  • Estate Map Reading: Reads a maintained estate map to provide fast and current recommendations.
  • Skill Sequencing: Determines if a single skill, skill set, or sequence of skills is needed to solve the problem.
  • Use Case: When you're faced with a problem but aren't sure which skill to use, describe the task to skill-finder, and it will provide a recommendation.

Quick Start

Use the skill-finder to find the skill for your problem by describing it in plain language.

Frequently Asked Questions about skill-finder

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

FAQPage Schema
How do I identify the correct skill for task automation without knowing the exact tool name?

Skill identification is handled by describing your task automation problem in plain language, allowing the recommendation engine to match your needs with the appropriate tool from the skill estate. It determines whether a single skill or a sequence of skills is required to solve the problem.

What is the best way to find a sequence of skills for complex problem-solving?

Complex problem-solving skill sequencing is determined by analyzing your plain language problem description against an estate map. The recommendation engine outputs a single skill, skill set, or sequence needed to resolve the specific task.

Can I use the recommendation engine if I only have a vague description of my problem?

Yes, the recommendation engine operates directly on user-provided problem descriptions to identify appropriate skills. You simply describe the task in plain language, and it reads the estate map to provide current and accurate recommendations.

Does skill-finder require me to memorize the available tools in the skill estate?

No, skill-finder exists specifically to eliminate the need to memorize tools within the skill estate. It reads a maintained estate map to provide fast recommendations based entirely on your problem description.

When do I need to use a recommendation engine for skill identification?

You need a recommendation engine for skill identification when you are faced with a problem but are unsure which skill to use within a skill estate. It matches your plain language problem description with the correct tool or sequence of tools.

What are the limitations of using an estate map for skill identification?

Skill identification via an estate map requires knowledge of the problem domain and the existing skill estate to accurately match user needs. Recommendations are limited to the skills currently maintained within that specific estate map.