How does the Learner skill differ from a simple note?

While notes are quick snippets, the Learner skill extracts high-level principles and heuristics—teaching Claude the underlying logic of a solution rather than just the code.

Where are the learned skills stored?

Skills are typically stored in the .omc/skills/ directory of your project for version control, or in ~/.claude/skills/ for universal insights.

Can these skills be shared with my team?

Yes, by saving skills in the project-level .omc/ directory, they can be committed to your repository and shared across your development team.

Does it save every code change?

No, the skill is designed to reject generic patterns or easily searchable information, focusing only on high-value, project-specific knowledge.

When should I use the /learner command?

Use it after solving complex bugs, discovering undocumented project behaviors, or finding workarounds that aren't easily found on Google.

Skill Learner & Knowledge Synthesizer

Name: Skill Learner & Knowledge Synthesizer
Author: Moliboy5000

byMoliboy5000

0•

Productivity & Workflow

Extracts project-specific heuristics and hard-won debugging insights from conversations to build a persistent project memory.

The Learner skill enables Claude to capture and formalize mental models, decision-making principles, and non-obvious solutions discovered during a development session. Rather than merely saving code snippets, it focuses on the underlying 'why' and 'how' of complex problems, creating a context-aware knowledge base. By prioritizing non-Googleable, codebase-specific insights, it ensures that Claude's future performance is informed by actual project history, preventing the repetition of past mistakes and accelerating development speed.

Key Features

01Validates insights against Googleability and codebase specificity

02Supports both project-level and user-level knowledge persistence

03Defines clear recognition patterns and triggers for automated future recall

04Automates the creation of structured markdown skill files with YAML metadata

050 GitHub stars

06Extracts underlying principles and heuristics over simple code snippets

Use Cases

01Capturing the 'why' behind architectural fixes for race conditions or edge cases

02Building a project-specific 'lessons learned' database for team collaboration

03Documenting undocumented project-specific behaviors or complex workarounds

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add moliboy5000/.claude learner

For use in Claude.ai and ChatGPT