learn-habit

Identify user operation patterns and persist them to global memory.

1|Updated Apr 6, 2026
One-click install
npx skills add https://github.com/zhu637882-stack/jiaoyi --skill learn-habit
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: learn-habit
Source: https://github.com/zhu637882-stack/jiaoyi/tree/main/qoder-config-backup/skills/learn-habit
Command: npx skills add https://github.com/zhu637882-stack/jiaoyi --skill learn-habit

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill acts as a background observer to identify user operation patterns and persist them into a global memory store, enabling proactive personalization and consistency across sessions.

Core Features & Use Cases

  • Observe user actions and detect repeated patterns to infer preferences and workflows.
  • Persist memory with a global scope, categorized by type (communication, technical, workflow, tool preferences).
  • Update or refine remembered habits when the user explicitly asks (e.g., "remember this" or "learn") or corrects the AI's behavior.

Quick Start

Tell the system to remember a new habit or preference by saying "remember this" or "learn" so it stores it in global memory.

Frequently Asked Questions about learn-habit

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

FAQPage Schema
How do I save user preferences and habits to global memory?

You can save user preferences to global memory by explicitly saying "remember this" or "learn" when stating a pattern or habit. The system then uses a controlled memory update workflow with category-based tagging to persist the data.

What is the best way to track user behavior patterns across sessions?

To track behavior patterns across sessions, this Skill observes user actions and detects repeated workflows. It automatically infers preferences and persists them into a global memory store for proactive personalization.

How does deduplication work when saving habits to global memory?

Deduplication prevents duplicate entries by applying a controlled memory update workflow during the persistence process. It refines existing categorized habits rather than creating redundant memory records.

Can I use this to remember technical and workflow preferences?

Yes, you can use this to remember technical and workflow preferences. It persists memory with a global scope and categorizes data by type, including communication, technical, workflow, and tool preferences.

Does the system automatically learn habits or do I need to trigger it?

The system automatically identifies user operation patterns to infer habits, but you can also trigger it explicitly. Simply tell the system to "learn" or "remember this" to update or refine its stored behavior patterns.

What are the limitations of using global memory for behavior tracking?

Global memory behavior tracking relies on observing repeated patterns or explicit commands, meaning unobserved single actions may be missed. Memory updates are controlled to prevent duplicates but require clear user patterns to function accurately.