reduce

Extract structured domain knowledge from source material into vault notes.

1|Updated Mar 6, 2026
One-click install
npx skills add https://github.com/adiman9/mnemos --skill reduce-adiman9
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: reduce
Source: https://github.com/adiman9/mnemos/tree/main/core/skills/reduce
Command: npx skills add https://github.com/adiman9/mnemos --skill reduce-adiman9

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Extracts structured knowledge from raw source material and stores it as composable vault notes, enabling explicit reasoning and retrievability across domains.

Core Features & Use Cases

  • Comprehensive extraction of core domain claims, patterns, validations, tensions, and enrichments.
  • Automatic linking to related notes and topic maps to build a navigable knowledge graph.
  • Enrichment-ready workflow that augments existing notes with deeper framing and new evidence.

Quick Start

Provide a document as input and run the reduce workflow to extract all domain notes into the vault.

Frequently Asked Questions about reduce

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

FAQPage Schema
How do I extract structured knowledge from raw source documents?

To extract structured knowledge from source documents, you can use a deterministic extraction workflow that targets domain-relevant material and produces composable vault notes with cross-linking and enrichment options. It identifies core domain claims, patterns, validations, and tensions.

How can I build a navigable knowledge graph from my notes?

You can build a navigable knowledge graph from your notes by automatically linking extracted structured knowledge to related notes and topic maps. This enables explicit reasoning and retrievability across domains.

What is the best way to organize domain reasoning and validations into a vault?

The best way to organize domain reasoning into a vault is to use a deterministic extraction workflow that comprehensively extracts core domain claims, patterns, validations, and tensions, then stores them as composable notes.

Can I augment existing vault notes with new evidence and deeper framing?

Yes, you can augment existing vault notes with new evidence and deeper framing using an enrichment-ready workflow. This approach supports enrichment paths that augment your current notes rather than just overwriting them.

Does the knowledge extraction process check for duplicate notes?

Yes, the knowledge extraction process includes duplicate checks as part of its deterministic workflow. This ensures your vault notes remain organized and avoids redundant entries when extracting from multiple source documents.