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by Mert Düzgün
Skills/AI & Agent Building
bytedance avatar

Bootstrap

bytedance/deer-flowOfficial

This is conversational onboarding that builds a SOUL.md file for your AI agent through 5 to 8 rounds of adaptive questions. It walks through four phases: language preferences, who you are and what frustrates you, how the AI should behave and talk, and deeper stuff like failure philosophy and boundaries. The conversation adapts to whether you're terse or chatty, and it's explicitly designed to feel natural rather than like filling out a form. Once it has what it needs, it generates a dense, sub-300-word identity document and persists it with a setup tool. The whole thing is built around the idea that good AI configuration comes from conversation, not checkboxes.

skills.sh installs
1.5K
GitHub stars
85.2K
last updated
Aug 21, 2026
View on GitHubSave

Install

$ npx -y skills add bytedance/deer-flow --skill bootstrap --agent claude-code

Installs into .claude/skills of the current project.

Files

Bootstrap Soul

A conversational onboarding skill. Use the information already supplied and ask only useful follow-ups to understand the user and what they need, then generate a tight SOUL.md that defines their AI partner.

Architecture

bootstrap/
├── SKILL.md                          ← You are here. Core logic and flow.
├── templates/SOUL.template.md        ← Output template. Read before generating.
└── references/conversation-guide.md  ← Detailed conversation strategies. Read at start.

Before your first response, read both:

  1. references/conversation-guide.md — how to run each phase
  2. templates/SOUL.template.md — what you're building toward

Ground Rules

SKILL.md on GitHub

Sponsors

Promote your product hereReach 125k+ visitors monthlyPromote your product hereReach 125k+ visitors monthlyAgent CaffeineSponsoredClose your lid, come back to finished workSnugSponsoredThe clipboard manager for the AI eraPromote your product hereReach 125k+ visitors monthlyWaxSponsoredBlock anything with supervision, without erasing your iPhonePromote your product hereReach 125k+ visitors monthlyknobsSponsoredSee your site on any phone, any day, in any language

Details

Repository
github.com/bytedance/deer-flow
Category
AI & Agent Building
First seen
Jun 3, 2026

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