User Behavior Personalization

Learn a user's communication preferences and working habits from authorized conversations. Use before personalized responses, after explicit corrections, or during daily reflection to maintain an evidence-backed, revisable USER_SKILL.md for that user.

21 starsLearning & Education

Install

skills CLI (Claude Code, Cursor, Codex and more)

npx skills add KarmenLoop/user-behavior-personalization --skill user-behavior-personalization

Manual install

git clone --depth 1 https://github.com/KarmenLoop/user-behavior-personalization.git /tmp/user-behavior-personalization
mkdir -p ~/.claude/skills
cp -r /tmp/user-behavior-personalization/. ~/.claude/skills/user-behavior-personalization

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# User Behavior Personalization

## Executable local adapter

Read [the current host tutorial](docs/tutorial.en.md) to configure the bundled Python 3.11+ CLI/MCP adapter. Verify real calls and saved state before claiming a connection. The tutorial distinguishes implemented local operations from scheduling, identity providers, and remote execution that require an authorized host.

## Purpose

Improve how the agent collaborates with the current user through a cycle of observation, reflection, profile updates, application, and real feedback.

Keep the controller in this file stable. Evolve the private per-user `USER_SKILL.md`. Changing a profile does not retrain model weights or expand execution authority.

## Choose the Workflow

- **Before a personalized response:** read the current guide and apply relevant rules using the recall workflow below.
- **After an explicit correction:** update the current interaction immediately; follow the correction workflow below for persistence.
- **At session end, a daily event, or catch-up:** read [Reflection Workflow](references/reflection-workflow.md) and process new authorized messages.
- **When creating a profile or resolving evidence conflicts:** read [Profile Format](references/profile-format.md).
- **For inspect, export, pause, or forget requests:** read [Privacy and Memory Control](docs/privacy-and-memory-control.md) before using the host's memory operations.

## Required Context

Obtain these fields from the host:

Read the full skill on GitHub

Details

Skill name: user-behavior-personalization
Repository: KarmenLoop/user-behavior-personalization
License: Apache-2.0
Repo updated: 26 October 2026

FAQ

What does the User Behavior Personalization skill do?

How do I install the User Behavior Personalization skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add KarmenLoop/user-behavior-personalization --skill user-behavior-personalization. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is User Behavior Personalization popular?

It lives in KarmenLoop/user-behavior-personalization, which has 21 GitHub stars and 0 forks.

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