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learn-from-user

Capture step-by-step user instructions and create reusable skills.

6|Updated Jan 22, 2026
Search Tags:#workflow automation#skill creation#learning#adaptability#user feedback#ai training
One-click install
npx skills add https://github.com/hlbbbbbbb/No-worries --skill learn-from-user
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: learn-from-user
Source: https://github.com/hlbbbbbbb/No-worries/tree/main/noworries_app/apps/desktop/skills/learn-from-user
Command: npx skills add https://github.com/hlbbbbbbb/No-worries --skill learn-from-user

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) components.

What problem does it solve?

This Skill allows the AI to learn new tasks and workflows directly from user instructions, improving its capabilities over time and reducing the need for manual developer intervention.

Core Features & Use Cases

  • User-Guided Learning: The AI prompts the user for step-by-step instructions when a task is performed incorrectly or when the user offers to teach.
  • Skill Creation: It uses a skill-creator tool to package the learned steps into a new, usable Skill.
  • Use Case: If the AI fails to format a report correctly, it can ask the user for the correct procedure, learn it, and save it as a new format-report skill for future use.

Quick Start

When the user indicates dissatisfaction with an AI's action, ask them to describe the correct procedure step-by-step.

Frequently Asked Questions about learn-from-user

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

FAQPage Schema
How do I teach an AI agent new workflow automation through user feedback?▼

You can teach an AI agent workflow automation by providing step-by-step instructions, which the Skill records and packages into a reusable structured format using user feedback.

Can I create new reusable skills from user feedback without manual developer intervention?▼

Yes, you can create reusable skills from user feedback without developer intervention by capturing step-by-step task execution corrections and transforming them into a structured skill format.

How does an AI learn from user guidance when task execution fails?▼

When task execution fails, the AI learns from user guidance by actively soliciting step-by-step instructions on the correct procedure and recording that input to improve future adaptability.

What is the best way to automate skill creation from step-by-step instructions?▼

The best way to automate skill creation is using a skill-creator tool that packages step-by-step instructions into a new usable Skill, enhancing task-handling repertoire based on direct user input.

Do I need specific dependencies to enable AI adaptability and learning for new tasks?▼

No, you do not need specific dependencies to enable AI adaptability and learning for new tasks, as the Skill operates independently to record user guidance and create new skills.

When should I use user-guided learning instead of standard workflow automation?▼

You should use user-guided learning when an AI performs a task incorrectly or lacks a specific workflow, allowing you to teach the correct procedure and save it for future use.

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