wiki-synthesize

Identifies co-occurring concepts lacking synthesis pages in Obsidian wiki vaults.

Updated Apr 27, 2014
One-click install
npx skills add https://github.com/Nirajkashyap/nirajkashyap.github.io --skill wiki-synthesize-nirajkashyap
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: wiki-synthesize
Source: https://github.com/Nirajkashyap/nirajkashyap.github.io/tree/main/.agents/skills/wiki-synthesize
Command: npx skills add https://github.com/Nirajkashyap/nirajkashyap.github.io --skill wiki-synthesize-nirajkashyap

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Systematically discover synthesis opportunities across the Obsidian wiki by identifying pairs or clusters of concepts that co-occur across pages but lack an explicit synthesis page linking them. This process creates new synthesis/ pages that draw explicit cross-cutting conclusions, helping you surface and connect ideas that would otherwise remain isolated.

Core Features & Use Cases

  • Build a co-occurrence map across vault pages (excluding internal index files) to surface high-value concept pairs or clusters.
  • Filter out existing synthesis pages and draft new cross-cutting syntheses under the synthesis/ directory using a consistent template.
  • Use after large vault ingests or significant growth to keep the knowledge graph connected and actionable.

Quick Start

Run wiki-synthesize to surface top co-occurring concept pairs and draft synthesis pages.

Frequently Asked Questions about wiki-synthesize

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

FAQPage Schema
How do I find missing connections between concepts in my Obsidian wiki?

To find missing connections in an Obsidian wiki, you can map concept co-occurrences across pages and filter out pairs that already have a synthesis page linking them. This process surfaces top candidate pairs or clusters that lack explicit cross-cutting connections.

What is the best way to generate synthesis pages after a large Obsidian vault ingest?

The best way to generate synthesis pages after a large Obsidian vault ingest is to run a co-occurrence mapping process that scores candidate concept pairs and templates new cross-cutting pages under the synthesis/ directory using a consistent format.

How does co-occurrence mapping identify cross-cutting synthesis opportunities in a knowledge vault?

Co-occurrence mapping identifies synthesis opportunities by tracking concepts that frequently appear together across vault pages while excluding internal index files. It then filters out existing syntheses and scores the remaining candidate pairs using multiple signals to surface high-value clusters.

Can I automatically draft new wiki pages for concept clusters that lack explicit links?

Yes, you can automatically draft new wiki pages for concept clusters lacking explicit links. The process scores co-occurring concepts and templates new cross-cutting synthesis pages directly under the synthesis/ directory to draw explicit conclusions across isolated domains.

When should I run a concept synthesis scan on my Obsidian vault?

You should run a concept synthesis scan on your Obsidian vault after large ingests or periods of rapid growth. This keeps the knowledge graph connected and actionable by systematically surfacing and drafting pages for cross-cutting ideas that would otherwise remain isolated.

Does wiki synthesis exclude internal index files when mapping concept co-occurrences?

Yes, wiki synthesis excludes internal index files when building the co-occurrence map across vault pages. This ensures the scoring signals accurately reflect actual content relationships rather than artificial structural links within the knowledge management vault.