brain-search

Search brain regions and MEMORY.md to surface entities, context, and prior decisions.

Updated Apr 18, 2026
One-click install
npx skills add https://github.com/ludwigawra/florentxlundaisociety --skill brain-search
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: brain-search
Source: https://github.com/ludwigawra/florentxlundaisociety/tree/main/plugin/skills/core/brain-search
Command: npx skills add https://github.com/ludwigawra/florentxlundaisociety --skill brain-search

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Surface context from the AI-OS brain before you start thinking or writing, to reduce duplicate work and avoid pulling in outdated decisions.

Core Features & Use Cases

  • Search across brain regions to surface entities, context, decisions, and relevant files before work begins.
  • Support decision hygiene by surfacing prior decisions and relationships for quick reference.
  • Use Case: When starting a new session, quickly preload context for people, companies, projects, or topics mentioned in the brief.

Quick Start

Prompt the brain-search by supplying a query such as "What do we know about Acme?" and let it surface relevant context.

Frequently Asked Questions about brain-search

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

FAQPage Schema
How do I surface prior decisions and context from memory before starting new work?

To surface prior decisions and context, query the brain-search with a topic like "What do we know about Acme?" to retrieve relevant entities, files, and relationships. It scans brain regions like HIPPOCAMPUS and MEMORY.md, ranking hits using frontmatter metadata.

What is the best way to preload brain context for a new session?

The best way to preload brain context is to prompt the brain-search with a brief query. It identifies relevant entities and context across brain regions like SENSORY-CORTEX and MEMORY.md, ensuring you avoid pulling in outdated decisions before drafting communications or analyses.

Can I search for specific entities and people across brain regions to support decision hygiene?

Yes, you can search for specific entities, people, and companies across brain regions. Brain-search supports decision hygiene by surfacing prior decisions and their relationships for quick reference, using frontmatter metadata to rank the relevance of the hits.

Does brain-search rely on any external dependencies to rank context hits?

Brain-search does not rely on external dependencies. It operates internally, ranking context hits by respecting frontmatter metadata stored within brain regions such as SENSORY-CORTEX, MOTOR-CORTEX, HIPPOCAMPUS, and MEMORY.md.

When should I use entity-search to avoid duplicate work on proposals or analyses?

You should use entity-search when starting sessions where context is incomplete, new topics arise, or pre-loading memory is needed. It surfaces relevant brain files and prior decisions before you draft proposals, communications, or analyses, reducing duplicate work.

Why does brain-search scan the wiki-graph and MEMORY.md before I start writing?

Brain-search scans the wiki-graph and MEMORY.md to identify relevant brain files and surface prior context before you start writing. This prevents pulling in outdated decisions and ensures you have the correct entity context and relationships loaded.