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Loringtonian
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connection-finder

Match new ideas against existing second-brain notes using semantic and grep retrieval.

12|2|Updated Jun 8, 2026
Search Tags:#ideation#knowledge management#semantic search#grep#second brain#connection discovery
One-click install
npx skills add https://github.com/Loringtonian/second-brain-template --skill connection-finder
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: connection-finder
Source: https://github.com/Loringtonian/second-brain-template/tree/main/.claude/skills/connection-finder
Command: npx skills add https://github.com/Loringtonian/second-brain-template --skill connection-finder

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps you quickly find meaningful connections between a new idea and the knowledge already stored in your Second Brain, so you can think more clearly and avoid reinventing work you have already done.

Core Features & Use Cases

  • Proactive idea linking: Detects when a conversation is about concepts, people, or themes and surfaces likely matches without waiting to be asked.
  • Hybrid retrieval: Uses semantic matching when available and falls back to precise grep-based searches for accurate note discovery.
  • Calibrated suggestions: Limits results, tracks rejection signals, and adjusts sensitivity to stay useful instead of noisy.

Quick Start

Ask the skill to find the strongest related notes for the idea you are exploring in your second brain.

Frequently Asked Questions about connection-finder

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

FAQPage Schema
How do I find related notes in my second brain for a new idea?▼

Semantic search matches meaning between a new idea and your second brain, while grep provides precise keyword retrieval as a fallback. This hybrid approach ensures accurate concept discovery even when semantic matching is unavailable.

Can I use this for brainstorming and theme discovery sessions?▼

Yes, this Skill is designed for brainstorming, concept exploration, people mentions, and theme discovery during ideation. It proactively links ideas by detecting thematic conversations and surfacing relevant notes without waiting to be asked.

What is the best way to limit noise when surfacing related notes?▼

To limit noise, this Skill enforces a strict three-connection output limit and tracks rejection signals. It adjusts sensitivity based on your feedback, ensuring suggestions remain useful instead of overwhelming your ideation process.

Do I need existing notes in my second brain to use connection discovery?▼

Limitations include a strict three-connection output limit per query and reliance on existing second-brain content. The Skill adjusts sensitivity based on rejection signals, but may be less effective if your knowledge base lacks sufficient related notes.

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