skills.rest
GiorgioRicciardiello
GiorgioRicciardielloCOMMUNITY
Explore all skills by this author →
WebsiteGitHub

bridges

Detect semantic connections between research goals and identify Swanson ABC linking candidates.

Updated Jul 3, 2026
Search Tags:#research#knowledge base#synthesis#semantic similarity#Swanson ABC
One-click install
npx skills add https://github.com/GiorgioRicciardiello/LabBrain --skill bridges
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: bridges
Source: https://github.com/GiorgioRicciardiello/LabBrain/tree/main/core/.claude/skills/bridges
Command: npx skills add https://github.com/GiorgioRicciardiello/LabBrain --skill bridges

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires chronicle_r, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill helps in uncovering connections between research goals, highlighting potential synthesis points, and identifying Swanson ABC linking candidates to stimulate novel knowledge generation.

Core Features & Use Cases

  • Cross-Goal Synthesis Signals Detection: Automatically detects connections between research goals based on semantic similarity.
  • Swanson ABC Linking Candidates: Provides candidates for Swanson ABC linking, helping to identify potential new connections.
  • User-Driven Execution: Triggered by the /bridges command and can be customized with flags for threshold, top-k results, and more.
  • Integration with Knowledge Base: Operates on existing knowledge base, ensuring connections are relevant and meaningful.

Quick Start

Run the bridges command with appropriate flags, such as --threshold 0.8 for a higher similarity threshold or --swanson to also find Swanson linking candidates.

Frequently Asked Questions about bridges

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

FAQPage Schema
How does Swanson ABC linking work for cross-domain knowledge discovery?▼

Swanson ABC linking is a method for identifying novel relationships between research goals by finding potential synthesis points. The /bridges command with the --swanson flag surfaces candidates to help connect previously unrelated cross-domain claims.

Do I need an existing knowledge base to use the bridges command?▼

Yes, you can adjust the semantic similarity threshold by running the /bridges command with user-specified flags like --threshold 0.8. This allows you to control the strictness of the connections detected between your research goals.

What are the limitations of Swanson ABC linking for research synthesis?▼

Yes, the bridges command operates on an existing knowledge base and requires access to research goal and claim databases. It integrates with your current data to ensure the semantic connections and synthesis points are relevant and meaningful.

Does the bridges command work with the chronicle_r dependency?▼

Semantic similarity detection for research synthesis is limited by the quality of your knowledge base and requires access to research goal and claim databases. Results depend heavily on user-specified similarity thresholds, meaning low thresholds may surface irrelevant connections.

Related Skills

Explore More Education & Research Skills→
voidrotvoidrot

similarity-search-patterns

Implement efficient similarity search using vector databases.

Community
Advanced
danieldekaydanieldekay
1

scientific-brainstorming

Generates novel research hypotheses and ideas through collaborative, adaptive dialogue with scientists.

Community
Advanced
AbilityaiAbilityai
103

find-connections

Discover hidden connections and patterns between knowledge base notes using semantic search and network analysis.

Official
Advanced
dz306271098dz306271098

research-lit

Aggregate and deduplicate literature from Zotero, Obsidian, PDFs, and web sources.

Community
Advanced