How does it learn my communication style?

With your consent, the skill analyzes your local Claude Code session history to identify patterns in your tone, message length, and feedback style to better align the AI's communication with your preferences.

What does the macrodata onboarding skill do?

It is a guided setup process that configures the macrodata plugin by creating your identity files, defining your AI's persona, and setting up the necessary directory structure for persistent memory.

Is my session history uploaded to a server during onboarding?

No, all analysis of your Claude Code session history is performed locally on your machine to build your profile.

Does this skill require any external software?

Yes, it requires Bun to run the MCP server. The onboarding skill will check for Bun and offer to install it for you if it's missing.

What are 'Dreamtime' and 'Memory Maintenance' tasks?

These are autonomous background tasks scheduled via cron that allow the AI to reflect on daily work, prune stale information, and improve its internal logic while you are away.

Macrodata Onboarding

Name: Macrodata Onboarding
Author: ascorbic

byascorbic

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108

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生产力与工作流

Automates the initial setup and personalization of the macrodata persistent memory system for Claude Code.

The Onboarding skill provides a comprehensive guided setup for macrodata, transforming Claude from a stateless assistant into a personalized partner with long-term memory. It handles technical prerequisites like Bun installation and permission granting while performing deep analysis of your local session history to build a nuanced human profile and agent identity. By the end of the onboarding flow, it establishes a structured workspace and configures autonomous background schedules for daily reflections and memory maintenance.

主要功能

01108 GitHub stars

02Automated workspace initialization and directory structure creation

03Deep session history analysis to capture communication styles and project context

04Customizable AI persona and identity definition for tailored interactions

05Automated environment and prerequisite checks including Bun installation

06Configuration of autonomous background tasks for memory pruning and reflection

使用场景

01Initial setup of macrodata for a new Claude Code environment

02Establishing persistent background routines for AI self-improvement and memory maintenance

03Resetting or re-configuring a user profile and agent identity

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add ascorbic/macrodata onboarding

For use in Claude.ai and ChatGPT

Download Skill