skill-auto-discover

Extract knowledge from chat history and update Skills, Hooks, Agents, or Plugins.

Updated Apr 26, 2026
One-click install
npx skills add https://github.com/jarrett-au/autoplug --skill skill-auto-discover
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: skill-auto-discover
Source: https://github.com/jarrett-au/autoplug/tree/main/plugins/agent-evolve/skills/skill-auto-discover
Command: npx skills add https://github.com/jarrett-au/autoplug --skill skill-auto-discover

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill helps users efficiently extract valuable knowledge points from ongoing conversations and automatically create or update related Skills, Hooks, Agents, or Plugins, streamlining knowledge refinement processes.

Core Features & Use Cases

  • Knowledge Extraction: Analyzes current dialogue history to identify key insights, patterns, or best practices.
  • Component Decision-Making: Determines the most suitable component type (Skill, Hook, Agent, Plugin) based on the extracted information.
  • Automatic Updates: Creates or updates component files to incorporate new knowledge, supporting continuous learning and system enhancement.
  • Use Case: When a user requests to "add a new best practice," this Skill evaluates the conversation, selects the appropriate component, and integrates the updated configuration seamlessly.

Quick Start

Use this Skill to analyze the current session and generate a new or updated Skill configuration based on recent dialogue patterns.

Frequently Asked Questions about skill-auto-discover

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

FAQPage Schema
How do I extract knowledge from chat history to update system components?

To extract knowledge from chat history, this Skill analyzes ongoing dialogue to identify key insights, determines the suitable component type, and automatically updates the component files to integrate the new information.

Can I automatically create new Skills or Plugins from conversation patterns?

You can automatically create new Skills or Plugins by having the system evaluate current session dialogue patterns, select the appropriate component type, and generate or update the necessary configuration files seamlessly.

What is the best way to automate continuous learning for Agents from user interactions?

Automating continuous learning for Agents involves applying a Skill that extracts actionable knowledge from user interactions and safely integrates those updates into the evolving system components based on dialogue analysis.

How does component decision-making work when adding new best practices?

Component decision-making works by analyzing the extracted information from your conversation to determine the most suitable component type, whether a Skill, Hook, Agent, or Plugin, ensuring safe integration based on dialogue context.

Do I need manual configuration to refine system components from dialogue context?

No manual configuration is needed to refine system components from dialogue context, because the Skill automatically evaluates the conversation, selects the appropriate component, and integrates the updated configuration directly.