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vitaforge-orchestrator

Route biomedical research queries to specialized AI agents and orchestrate multi-stage workflows.

6|1|Updated Jul 1, 2026
Search Tags:#workflow#research#orchestrator#biomedical#scrna-seq#ai4s
One-click install
npx skills add https://github.com/PancrePal-xiaoyibao/VitaForge --skill vitaforge-orchestrator
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: vitaforge-orchestrator
Source: https://github.com/PancrePal-xiaoyibao/VitaForge/tree/main/.gemini/skills/vitaforge-orchestrator
Command: npx skills add https://github.com/PancrePal-xiaoyibao/VitaForge --skill vitaforge-orchestrator

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill solves the fragmentation of AI tools in biomedical research by acting as a unified, intelligent gateway that routes complex scientific queries to the appropriate specialized agent.

Core Features & Use Cases

  • Intelligent Routing: Automatically identifies the research domain—from scRNA-seq analysis to clinical evidence synthesis—and directs the task to the correct sub-skill.
  • Workflow Orchestration: Provides structured execution sequences for multi-stage research projects, such as moving from literature review to experimental design and final publication.
  • Use Case: When a researcher needs to perform a full scRNA-seq analysis, this orchestrator coordinates the transition from literature search to data processing and finally to paper drafting.

Quick Start

Activate the vitaforge-orchestrator and describe your current research goal to receive a tailored execution plan and the recommended skill sequence.

Frequently Asked Questions about vitaforge-orchestrator

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

FAQPage Schema
How do I automate multi-stage biomedical research workflows from literature review to publication?▼

Biomedical research workflows are automated by routing queries to specialized agents that manage multi-stage sequences. The orchestrator coordinates transitions from literature search and experimental design to data analysis and final paper drafting.

What is the best way to coordinate scRNA-seq analysis with academic publication pipelines?▼

Coordinating scRNA-seq analysis with publication pipelines requires an intelligent routing system. This orchestrator directs the scRNA-seq task to correct sub-skills, managing the transition from data processing directly to document generation.

Can I use a single AI gateway for both dry lab experiments and clinical evidence synthesis?▼

A single AI gateway can handle both dry lab experiments and clinical advisory tasks. The system identifies the specific research domain and routes the query to the appropriate specialized agent within the ecosystem.

How does intelligent routing work for complex life science research queries?▼

Intelligent routing for life science queries works by automatically identifying the research domain from the user's prompt. It then directs the task to the correct sub-skill to ensure seamless inter-skill communication and execution.

Do I need specialized AI agents to manage transitions between data analysis and document generation?▼

Specialized agents are needed to manage transitions between data analysis and document generation. The orchestrator coordinates this inter-skill communication, ensuring seamless workflow progression without manual intervention.

How to start an AI4S biomedical research project using a central command orchestrator?▼

Start an AI4S biomedical project by activating the orchestrator and describing your research goal. You will receive a tailored execution plan and a recommended sequence of specialized skills to complete the task.

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