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imprint

Capture user work habits and preferences into portable .dna.md profiles.

99|5|Updated Apr 18, 2026
Search Tags:#workflow#code review#personalization#AI collaboration#AI judgment
One-click install
npx skills add https://github.com/ilang-ai/Imprint --skill imprint
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: imprint
Source: https://github.com/ilang-ai/Imprint/tree/main/skills/imprint
Command: npx skills add https://github.com/ilang-ai/Imprint --skill imprint

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill captures your working style and preferences, providing AI agents with personalized judgment and guidance to adapt to your workflow.

Core Features & Use Cases

  • Personal Profile Creation: Learn from conversations to build a portable profile of your work habits and preferences.
  • Adaptive Judgment: Apply your judgment in tasks like code reviews, planning, and debugging, adapting to your profile and project context.
  • Use Case: For a developer working on a project, Imprint can automatically apply your coding style, review standards, and planning rhythm across different AI agents.

Quick Start

Start a new session with the Imprint skill and engage in a conversation about your work style.

Frequently Asked Questions about imprint

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

FAQPage Schema
How do I personalize AI code review to match my coding standards?▼

Personalizing AI code review involves capturing your working style and preferences into a profile that AI agents use for adaptive judgment. This Skill learns from conversations to apply your specific coding standards and review rhythms across tasks.

What is the best way to make AI follow my workflow and planning habits?▼

Making AI follow your workflow requires capturing your planning habits into a portable profile format like .dna.md. This Skill learns your rhythm and preferences from interactions, enabling AI agents to adapt their guidance to your established style.

Can I use a portable profile to share my AI preferences across different agents?▼

Yes, you can share AI preferences across agents using a portable profile. This Skill creates a .dna.md file capturing your work habits, enabling different AI agents to consistently apply your personalized judgment and coding standards during tasks.

How does AI judgment adapt to my project context during debugging?▼

AI judgment adapts to your project context by referencing a learned profile of your habits and applying it to the debugging scenario. This Skill uses the I-Lang v5.0 vector protocol to process your preferences and deliver personalized debugging guidance.

Do I need to interact with the AI to build my personal work profile?▼

Yes, you must interact with the AI to build your personal work profile. This Skill requires ongoing conversation and learning from your inputs to accurately capture your work habits and generate personalized guidance for future tasks.

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