How does the Learn Rule skill work?

It identifies a mistake or user instruction, formats it into a structured rule, and asks for your permission to save it to your project's permanent memory.

Where are the rules stored?

Rules are persisted to a LEARNED section or a designated project memory file to ensure they remain accessible and actionable in future sessions.

When should I use this skill?

Use it whenever the AI makes a mistake, when you have a specific preference you want it to remember, or when you use phrases like 'don't forget this' or 'note this'.

Does it save rules automatically?

No, the skill includes a guardrail that requires explicit user approval (y/n) before any rule is persisted to your project's memory.

AI Learning & Rule Memory

Name: AI Learning & Rule Memory
Author: rohitg00

byrohitg00

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1,442

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生产力与工作流

Captures and persists coding lessons to build a self-correcting memory for future Claude sessions.

The Learn Rule skill enables Claude to evolve alongside your codebase by transforming mistakes and feedback into permanent project knowledge. By categorizing errors and defining specific corrections, it prevents repetitive issues in navigation, architecture, and testing. It functions as a dynamic lessons-learned log that informs future coding sessions, ensuring the AI aligns more closely with your team's specific standards and historical context over time. This skill is essential for users looking to reduce manual corrections and build a high-context AI workflow.

主要功能

01Mistake-to-Correction mapping for actionable future guidance

02Streamlined triggers for rapid capture during active development

03Approval-based workflow to ensure high-quality rule retention

04Persistent memory for project-specific rules and coding preferences

051,442 GitHub stars

06Standardized categorization for navigation, architecture, and quality lessons

使用场景

01Preventing recurring syntax or architecture mistakes in a specific framework

02Documenting unique project file structures to improve AI navigation

03Enforcing team-specific coding styles after a manual correction

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add rohitg00/pro-workflow learn-rule

For use in Claude.ai and ChatGPT

Download Skill