Where are these skills stored?

Skills are stored as markdown files either at the user level for global access or at the project level in the .omc/skills/ directory for version control with your repository.

Should I use this for generic programming patterns?

No, the Learner skill is specifically optimized to ignore easily Googleable information and focus on unique, hard-won project insights and non-obvious workarounds.

What makes a 'Learner' skill different from a code snippet?

A code snippet is a static solution; a Learner skill is a principle or heuristic that teaches Claude the underlying mental model to approach similar classes of problems in the future.

How does Claude know when to use a learned skill?

Each skill includes specific 'Triggers' and 'Recognition Patterns'—such as error message fragments or file paths—that signal Claude to apply the relevant insight when it encounters similar conditions.

Contextual Skill Learner

Name: Contextual Skill Learner
Author: chanhee-kang

bychanhee-kang

0•

生産性とワークフロー

Extracts and formalizes deep project insights and decision-making heuristics from coding sessions to improve future AI performance.

The Learner Skill transforms fleeting debugging victories into permanent cognitive assets for Claude. Instead of saving simple code snippets, it identifies the underlying principles and non-obvious 'gotchas' discovered during complex development tasks. By formalizing these insights into reusable heuristics with specific triggers and recognition patterns, it ensures that hard-won knowledge about project-specific quirks or undocumented behaviors is never lost and is automatically applied in future interactions, significantly reducing technical debt and repeat errors.

主な機能

01Filters out generic, Googleable information to focus on high-value project insights

020 GitHub stars

03Defines clear recognition patterns for Claude to trigger the skill appropriately

04Automatically generates structured markdown skills with YAML metadata

05Supports both user-level and version-controlled project-level skill storage

06Distills complex bug fixes into reusable decision-making heuristics

ユースケース

01Documenting race condition fixes in complex async workers to prevent recurrence

02Capturing undocumented library behaviors specific to a project's unique environment

03Creating a 'How to Think' guide for navigating custom architectural patterns in large codebases

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add chanhee-kang/oh-my-gemini learner

For use in Claude.ai and ChatGPT

Download Skill