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Centaurioun
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tooluniverse

Route scientific queries to specialized ToolUniverse skills via keyword extraction and routing tables.

Updated Apr 18, 2026
Search Tags:#research#routing#bioinformatics#literature#tooluniverse#multi-hop#skill-router
One-click install
npx skills add https://github.com/Centaurioun/osteogenesis_imperfecta --skill tooluniverse-centaurioun
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: tooluniverse
Source: https://github.com/Centaurioun/osteogenesis_imperfecta/tree/main/.agents/skills/tooluniverse
Command: npx skills add https://github.com/Centaurioun/osteogenesis_imperfecta --skill tooluniverse-centaurioun

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill solves the problem of deciding which specialized research tool or skill should handle a user's scientific query, removing guesswork and ensuring domain-appropriate, multi-step research workflows are executed reliably.

Core Features & Use Cases

  • Keyword-based routing: Extracts keywords from user input and matches them against a rich routing table to select the best specialized skill.
  • Tie-breaking and clarification: Applies deterministic tie-break rules and asks clarifying questions when multiple skills match.
  • Fallback general strategies: Executes a documented general research strategy when no specialized skill applies, including multi-hop queries and multi-database fallbacks.
  • Multidomain coverage: Handles disease, drug, target, genomics, protein structure, literature, clinical decision support, discovery, and systems biology use cases.
  • Language-aware responses: Extracts routing keywords from any language and returns results in the user's language while querying tools in English.

Quick Start

Ask the router to research the genetic basis of osteogenesis imperfecta and prioritize candidate genes linked to dental manifestations.

Frequently Asked Questions about tooluniverse

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

FAQPage Schema
How do I route scientific research queries to the right bioinformatics tool?▼

You can route scientific research queries by extracting keywords from your input and matching them against a specialized routing table to select the best domain-specific research skill. The router handles disease, drug, target, genomics, and literature scenarios.

Can I query multi-omics and clinical decision support tools using non-English input?▼

Yes, the routing mechanism extracts keywords from any language and returns results in the user's language. It queries the underlying specialized tools in English while maintaining language-aware responses for multi-omics and clinical decision support scenarios.

What happens if multiple specialized research skills match my query?▼

When multiple specialized skills match your query, deterministic tie-breaking rules are applied to select the best one. If the tie cannot be resolved automatically, the router asks clarifying questions to ensure the correct domain-specific retrieval.

How do I handle scientific literature retrieval when no specialist tool matches my query?▼

When no specialist matches, the router executes a documented fallback general research strategy for literature retrieval. This includes performing chained multi-hop queries and utilizing multi-database fallbacks to ensure you get relevant results.

Does the research router support multi-hop queries for protein structure and genomics analysis?▼

Yes, the research router supports chained multi-hop queries for protein structure and genomics analysis. It selects the appropriate specialized skill by matching extracted keywords, ensuring domain-appropriate, multi-step research workflows are executed reliably.

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