ingest-brain-dump

Splits unstructured brain dumps into distinct, deduplicated second-brain notes.

12|2|Updated Jun 8, 2026

Search Tags:#knowledge base #brain dump #note organization #semantic segmentation #template validation #duplicate checking

Ready to run

npx skills add https://github.com/Loringtonian/second-brain-template --skill ingest-brain-dump

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: ingest-brain-dump
Source: https://github.com/Loringtonian/second-brain-template/tree/main/.claude/skills/ingest-brain-dump
Command: npx skills add https://github.com/Loringtonian/second-brain-template --skill ingest-brain-dump

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill turns unstructured thoughts, dictated notes, and pasted chat dumps into organized second-brain files without losing the owner's exact wording.

Core Features & Use Cases

Semantic idea separation: Splits a long brain dump into distinct ideas based on meaning, not paragraph length or formatting.
Duplicate protection: Checks whether each idea already exists before creating anything new.
Routing and validation: Creates the right template file, validates it, and prepares an approval proposal before saving.
Use Case: A user pastes a messy stream of thoughts about projects, goals, and questions, and the Skill breaks it into separate notes, routes each one correctly, and asks for approval.

Quick Start

Tell the skill to process your brain dump, identify the distinct ideas, check for duplicates, propose files for approval, and save the approved notes.

Frequently Asked Questions about ingest-brain-dump

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

FAQPage Schema

How do I organize unstructured brain dumps into a knowledge base?▼

Brain dump organization works by semantically separating mixed idea streams into distinct notes, checking for duplicates, and routing each validated idea to the correct template file for user approval before saving.

Can I process voice-note transcriptions and chat transcripts into separate notes?▼

Yes, voice-note transcriptions and pasted chat transcripts are supported. The Skill separates these mixed idea streams into distinct notes based on meaning while exactly preserving the owner's original language.

How does semantic segmentation work for note organization?▼

Semantic segmentation splits a long brain dump into distinct ideas based on meaning rather than paragraph length or formatting, ensuring each concept is routed to the correct file for template validation and saving.

Does duplicate checking happen before or after note template creation?▼

Duplicate checking happens before creating anything new. The Skill checks whether each semantically separated idea already exists in your knowledge base, then prepares a validated template file and approval proposal before saving.

What is the best way to ensure my exact wording is preserved when saving notes?▼

The best way to preserve exact wording is using this Skill's approval workflow. It creates and validates the right template file for each separated idea while exactly preserving the owner's original language before saving.

What are the limitations of automated note organization from brain dumps?▼

A key limitation is that automated note organization from brain dumps requires explicit user approval before saving. The Skill prepares template files and validation proposals but cannot save notes without your final confirmation.