research-lookup

Query OpenRouter with Perplexity Sonar models for cited academic sources.

Updated Feb 13, 2026
One-click install
npx skills add https://github.com/mwathiben/PropManager --skill research-lookup-mwathiben
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-lookup
Source: https://github.com/mwathiben/PropManager/tree/main/.claude/skills/research-lookup
Command: npx skills add https://github.com/mwathiben/PropManager --skill research-lookup-mwathiben

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

Real-time access to high-quality academic information by orchestrating Perplexity's Sonar Pro Search and Sonar Reasoning Pro models through OpenRouter, automatically selecting the most appropriate model for each query to maximize relevance and reliable citations.

Core Features & Use Cases

  • Automatic model selection based on query complexity to balance speed and depth
  • Comprehensive academic sources with complete citations and DOIs
  • Batch query support for multiple topics in a single session
  • Integration-ready workflow for literature reviews, manuscript preparation, and fact-checking

Quick Start

Ask a research question and receive a concise, citation-rich briefing with sources.

Frequently Asked Questions about research-lookup

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

FAQPage Schema
How do I get real-time academic search results with citations?

To get real-time academic search results with citations, query the system with your research topic. It uses Perplexity Sonar models via OpenRouter to return concise briefings with complete sources, DOIs, and in-text citations.

How does automatic model selection work for literature reviews?

Automatic model selection for literature reviews evaluates query complexity to choose between Sonar Pro Search and Sonar Reasoning Pro. This balances speed and depth, ensuring high-quality academic information without manual configuration.

Can I run batch lookups for multiple research topics in one session?

Yes, you can run batch lookups for multiple research topics in a single session. The system processes multiple queries sequentially, returning citation-rich briefings and extracted API sources for each topic.

Do I need an OpenRouter API key to use Perplexity Sonar models?

Yes, you need an OpenRouter API key to access Perplexity Sonar Pro Search and Sonar Reasoning Pro models. The Python requests library handles the API routing to retrieve academic sources and citations.

What is the best way to extract sources and DOIs for manuscript preparation?

The best way to extract sources and DOIs for manuscript preparation is to submit your query and let the system automatically surface API-provided sources. It extracts complete citations and in-text references from Sonar model responses.

Can I force a specific Perplexity model instead of automatic selection?

Yes, you can manually force a specific Perplexity model instead of relying on automatic selection. This allows you to override the default behavior when you need the specific capabilities of Sonar Reasoning Pro or Sonar Pro Search.