dream

Identify speculative cross-domain connections between notes and daily context.

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

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This skill helps AI agents surface speculative cross-domain connections by linking daily observations with notes across different topic maps, enabling discovery of novel insights that standard analyses may miss.

Core Features & Use Cases

  • Dual-mode dreaming: perform daily context-driven dreaming from today's observations or weekly deep random sampling across domains.
  • Novelty scoring and curation: evaluate speculations by novelty and file high-scoring ones for review in memory/.dreams/.
  • Vault-aware execution: resolves vault paths from workspace configuration and stores results under memory/.

Quick Start

Run /dream in daily mode to generate context-driven connections from today’s notes.

Frequently Asked Questions about dream

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

FAQPage Schema
What is cross-domain note dreaming and how does it surface novel insights?

Cross-domain note dreaming identifies speculative connections between your daily context and notes across different topic maps. It evaluates these speculations using novelty scoring to reveal novel insights that standard analyses might miss.

How do I run daily or weekly cross-domain sampling on my notes?

You can run daily or weekly cross-domain sampling by using the --daily or --weekly flags. Daily mode generates context-driven connections from today's notes, while weekly mode performs deep random sampling across your specified domains.

Does cross-domain dreaming require a specific vault path or memory directory setup?

Yes, cross-domain dreaming requires vault path resolution from your workspace configuration. It accesses notes under the memory/ directory and archives high-scoring speculations into a designated memory/.dreams/ folder.

Can I filter weekly cross-domain sampling by specific topics or domains?

Yes, you can filter weekly cross-domain sampling by using the --domains flag. This allows you to target specific topic maps and control the scope of the random sampling process for your speculations.

What is the best way to review and archive high-scoring novel speculations?

The best way to review high-scoring speculations is using the --review flag. The skill automatically evaluates speculations by novelty and files the high-scoring ones into the memory/.dreams/ directory for later review.

How are speculative connections scored for novelty and archived?

Speculative connections are evaluated using a novelty scoring mechanism. High-scoring speculations are automatically filed and archived under the memory/.dreams/ path for subsequent review and curation.