bootstrap

Generate a personalized SOUL.md file through a conversational onboarding process.

4|Updated Mar 29, 2026

Search Tags:#user preferences #SOUL.md #AI personalization #AI agent setup #conversational onboarding

Ready to run

npx skills add https://github.com/syusama/deer-flow-wechat --skill bootstrap-syusama

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: bootstrap
Source: https://github.com/syusama/deer-flow-wechat/tree/main/deer-flow/skills/public/bootstrap
Command: npx skills add https://github.com/syusama/deer-flow-wechat --skill bootstrap-syusama

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill facilitates the creation and customization of a personalized AI partner's identity through a guided conversation, addressing user needs, preferences, and communication styles.

Core Features & Use Cases

Adaptive Onboarding: Engage users in a conversational process to gather their preferences and create a unique AI identity.
SOUL.md Generation: Produce a detailed SOUL.md file defining the AI partner's personality, behavior, and communication style.
Use Case: For users seeking to create a custom AI agent with specific traits and communication preferences.

Quick Start

Start the personalization process by triggering the bootstrap skill.

Frequently Asked Questions about bootstrap

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

FAQPage Schema

How do I personalize my AI agent through conversational onboarding?▼

AI personalization through conversational onboarding generates a SOUL.md file defining your agent's identity, preferences, and communication style. You engage in a guided conversation to extract user-specific details, ensuring the AI behaves according to your expectations.

What is a SOUL.md file and how does it customize AI behavior?▼

A SOUL.md file is a configuration document that defines an AI partner's personality, behavior, and communication style. It is generated during conversational onboarding to capture user preferences and ensure the AI agent responds consistently with user expectations.

How do I set up a custom AI agent with specific traits and communication preferences?▼

Set up a custom AI agent by triggering the bootstrap conversational onboarding process. This adaptive process gathers your identity details, communication style, and preferences, then produces a detailed SOUL.md file to customize the agent's behavior.

Does the bootstrap Skill require any dependencies for AI personalization setup?▼

No dependencies are required for the bootstrap Skill. It operates independently using built-in scripts and references to facilitate the conversational onboarding process and generate the personalized SOUL.md file for your AI agent.

Can I use conversational onboarding to define both identity and communication style for an AI partner?▼

Yes, conversational onboarding extracts both user identity and communication style details. The adaptive process gathers your preferences across multiple dimensions and encodes them into the SOUL.md file, ensuring the AI partner reflects your desired traits.

What are the limitations of using a SOUL.md file for AI agent setup?▼

SOUL.md files focus on personality, behavior, and communication style definitions. The bootstrap Skill's limitation is that it handles identity configuration through conversational onboarding, not runtime execution logic or external API integration.