research-lookup

Route research queries to Parallel Chat API or Perplexity sonar-search backends.

Updated Apr 26, 2026
One-click install
npx skills add https://github.com/GongXLiang/plot-study --skill research-lookup-gongxliang
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: research-lookup
Source: https://github.com/GongXLiang/plot-study/tree/main/.claude/plugins/cache/claude-scientific-writer/claude-scientific-writer/2f80d2aed0e6/.claude/skills/research-lookup
Command: npx skills add https://github.com/GongXLiang/plot-study --skill research-lookup-gongxliang

SYSTEM DOCUMENTATION & REQUIREMENTS

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

What problem does it solve?

This Skill automates intelligent routing of research queries to the most appropriate backend (Parallel Chat API for general research and Perplexity sonar-search for academic paper searches), enabling real-time, sourced insights without manual backend selection.

Core Features & Use Cases

  • Automatic backend routing based on query intent (academic vs general)
  • Dual-backend support with Parallel Chat API and Perplexity academic search
  • Inline citation and source extraction with DOI and URLs
  • JSON output for programmatic consumption
  • Guidance for scientific writing and citation management
  • Supports batch lookups and optional manual backend overrides

Quick Start

Ask a topic to look up, and the tool will auto-route to the best backend and return sourced results.

Frequently Asked Questions about research-lookup

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

FAQPage Schema
How do I automate routing academic literature searches to the right backend?

Automate academic literature searches by using intelligent routing that directs queries to the best backend, like Perplexity sonar-search for papers or Parallel Chat API for general research, returning structured results with citations.

Can I get inline citations with DOI and URLs for real-time research queries?

Yes, real-time research queries return inline citations with DOI and URLs. The tool extracts sources automatically from the routed backend and outputs them in a structured JSON format for programmatic consumption.

Do I need API keys to look up current literature and market data?

Yes, you need a PARALLEL_API_KEY and/or an OPENROUTER_API_KEY to look up current literature and market data. These keys enable the automatic backend routing that fetches sourced insights across science and technology domains.

What is the best way to override automatic backend routing for specific research queries?

The best way to override automatic backend routing is by using the optional manual backend override feature. This allows you to force queries specifically to either the Parallel Chat API or Perplexity academic search instead of relying on automatic intent detection.

How do batch lookups work for scientific writing and citation management?

Batch lookups process multiple research queries simultaneously by routing each to the appropriate backend. This feature provides sourced insights and structured results, streamlining scientific writing and citation management across academic and general topics.

Does this research lookup tool support JSON output for programmatic consumption?

Yes, the research lookup tool supports JSON output for programmatic consumption. It returns structured results containing sourced insights, inline citations, and extracted metadata from the Parallel Chat API or Perplexity backends.