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knowledge-sync

Scan Obsidian vault notes for recurring patterns and propose skill file updates.

16|2|Updated Nov 9, 2025
Search Tags:#skill development#knowledge management#obsidian#pattern recognition#second brain#vault sync
One-click install
npx skills add https://github.com/maroffo/claude-forge --skill knowledge-sync-maroffo
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: knowledge-sync
Source: https://github.com/maroffo/claude-forge/tree/main/skills/knowledge-sync
Command: npx skills add https://github.com/maroffo/claude-forge --skill knowledge-sync-maroffo

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill automates the process of identifying recurring patterns in your Second Brain notes and promoting them into actionable skill files, ensuring your AI's capabilities stay up-to-date with your evolving knowledge.

Core Features & Use Cases

  • Pattern Discovery: Scans your Obsidian vault for "Skill Candidates" tables to identify strong signals of recurring concepts.
  • Skill Enhancement: Proposes exact text additions to relevant skill files based on identified patterns.
  • Use Case: After a project milestone, you can run this skill to review new patterns that emerged in your notes and automatically suggest updates to your AI's skill set, making it more knowledgeable about recent developments.

Quick Start

Run the knowledge sync skill to scan your vault for strong signals and propose updates to skill files.

Frequently Asked Questions about knowledge-sync

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

FAQPage Schema
How do I sync Obsidian vault notes into AI skill files?▼

You can sync Obsidian vault notes into AI skill files by scanning for strong signals in "Skill Candidates" tables. The tool groups these recurring patterns by target skill and proposes exact text additions for your human approval and application.

How do I identify recurring knowledge patterns in my Second Brain?▼

Recurring knowledge patterns in a Second Brain are identified by scanning Obsidian vault notes for strong signals. The system groups these pattern candidates by target skill to prepare exact text additions for your review.

Do I need the Obsidian CLI to extract skill candidates from my vault?▼

Yes, the Obsidian CLI is required to extract skill candidates from your vault. It enables the necessary vault interaction and signal tracking to scan notes and propose updates to your skill files.

Can AI automatically update skill files from my notes without human approval?▼

No, AI cannot automatically update skill files without human approval. The system proposes exact text additions based on identified patterns, but a human must review and apply these updates to the executable skill files.

What is the best way to promote vault knowledge into executable skills?▼

The best way to promote vault knowledge into executable skills is to automate the scanning of strong signals and group candidates by target skill. This ensures your AI capabilities stay up-to-date by proposing exact text additions for human application.

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