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learner

Extract domain-specific heuristics and decision criteria from conversation into reusable Expertise or Workflow modules.

1|Updated Mar 27, 2026
Search Tags:#workflow#ai#gemini#knowledge-management#expertise#learn#skill-extraction
One-click install
npx skills add https://github.com/oneforce/oh-my-gemini-cli --skill learner-oneforce
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: learner
Source: https://github.com/oneforce/oh-my-gemini-cli/tree/main/skills/learner
Command: npx skills add https://github.com/oneforce/oh-my-gemini-cli --skill learner-oneforce

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill provides a framework to identify and document learned skills from a conversation, turning informal insights into reusable guidance for Gemini.

Core Features & Use Cases

  • Extract domain-specific heuristics and decision criteria from dialogue.
  • Archive the extracted knowledge as Expertise or Workflow modules for reuse.
  • Support iterative improvement by updating the Expertise section while keeping the stable Workflow intact.

Quick Start

In a live chat, summarize a non-trivial pattern you observed and tell Gemini to save it as a reusable skill.

Frequently Asked Questions about learner

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

FAQPage Schema
How do I extract learned skills from a conversation to improve AI reasoning?▼

To save reusable knowledge, summarize a non-trivial pattern observed during a chat and instruct the AI to save it as a skill. This captures domain-specific heuristics and decision criteria from the dialogue for future application.

What is the difference between Expertise and Workflow modules in knowledge management?▼

Expertise modules contain domain-specific heuristics for iterative updates, while Workflow modules define stable actionable steps. Separating them allows refining decision criteria without altering the core process architecture.

Can I capture domain-specific heuristics from any dialogue?▼

You can capture heuristics from dialogue containing clear evidence, unambiguous triggering conditions, and a concrete, non-trivial skill. Conversations lacking actionable context or specific decision criteria cannot be effectively archived.

How do I archive extracted knowledge for reuse across similar contexts?▼

You archive extracted knowledge by formatting identified heuristics and actionable steps into Expertise or Workflow modules. This structure ensures the documented skills remain applicable across similar future contexts.

When should I update the Expertise section instead of the Workflow?▼

Update the Expertise section when discovering new decision criteria or heuristics, keeping the stable Workflow intact. This preserves core actionable steps while allowing iterative improvement of contextual guidance.

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