ob_refine_card

Refine raw knowledge skeletons into structured Obsidian markdown cards.

8|3|Updated Apr 18, 2026
One-click install
npx skills add https://github.com/KunCheng-He/kk-ai --skill ob-refine-card
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: ob_refine_card
Source: https://github.com/KunCheng-He/kk-ai/tree/main/skills/shared/ob_refine_card
Command: npx skills add https://github.com/KunCheng-He/kk-ai --skill ob-refine-card

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes assets (resource) components.

What problem does it solve?

This skill bridges the gap between raw logical skeletons and polished, actionable knowledge cards, ensuring your Obsidian notes are structured, consistent, and deeply integrated with your personal knowledge base.

Core Features & Use Cases

  • Structured Refinement: Converts logical skeletons into standardized Obsidian card formats using predefined templates.
  • Cross-Reference Auditing: Automatically validates and injects interlinks between related knowledge cards.
  • Style & Persona Injection: Applies strict style guides and author voice constraints to ensure every card reflects your unique perspective and avoids generic AI-generated tone.
  • Use Case: You have a rough outline of a new technical concept. Use this skill to expand it into a fully formatted, cross-referenced knowledge card that follows your personal style guide and includes your own practical insights.

Quick Start

Use the ob_refine_card skill to transform the skeleton file at path/to/skeleton.md into a final knowledge card.

Frequently Asked Questions about ob_refine_card

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

FAQPage Schema
How do I convert raw knowledge skeletons into structured Obsidian markdown cards?

To convert raw knowledge skeletons into structured Obsidian markdown cards, you refine the outlines using predefined templates and strict style constraints. This process transforms logical skeletons into standardized, audit-ready notes for your personal knowledge management system.

How do I automate cross-reference validation between Obsidian knowledge cards?

Automating cross-reference validation between Obsidian knowledge cards occurs during the refinement process. The workflow audits and injects interlinks between related knowledge cards, ensuring your knowledge base remains deeply integrated and interconnected.

Can I apply a custom persona and style guide to my Obsidian markdown notes?

You can apply a custom persona and style guide to Obsidian markdown notes during content expansion. This injects your author voice and strict formatting constraints, ensuring cards reflect your unique perspective and avoid a generic AI-generated tone.

What is the best way to expand a rough outline into a cross-referenced knowledge card?

The best way to expand a rough outline into a cross-referenced knowledge card is through an iterative refinement workflow. This approach applies predefined templates, confirms frameworks, expands content, and validates cross-references to produce a final structured note.

Does the Obsidian card refinement process support iterative workflows?

The Obsidian card refinement process supports iterative workflows, including framework confirmation and content expansion. This allows you to progressively build and refine raw knowledge skeletons into polished, actionable cards within your knowledge management system.