research-lookup
通过 OpenRouter 调用 Perplexity 的 Sonar Pro Search 或 Sonar Reasoning Pro 模型来检索最新研究信息。可根据查询复杂度自动选择最合适的模型。用于搜索学术论文、最新研究进展、技术文档以及一般研究信息，并提供引用来源。
Profile →npx skills add majiayu000/claude-skill-registry --skill research-lookup-victory-hugo-s2-agent-skill --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
What it does
Real-time research information lookup using Perplexity's Sonar models through OpenRouter. It selects between Sonar Pro Search (fast) and Sonar Reasoning Pro (deep analytical reasoning) according to query complexity. It provides access to current academic literature, recent studies, technical documentation, and general research information with citations and source attribution.
How it works
- Automatically assess query complexity using listed indicators (analytical/comparative/synthesis/causal/theoretical/debate/trade-offs).
- Choose Sonar Pro Search for straightforward lookups or Sonar Reasoning Pro for complex analytical queries.
- Execute searches via OpenRouter API using models perplexity/sonar-pro-search or perplexity/sonar-reasoning-pro-online.
- Return results that include a summary, 3-5 key papers with full citation details, and relevant data or protocols with sources.
- For document visuals, optionally generate scientific schematics with the scientific-schematics skill, via the provided commands and scripts.
- Ensure outputs include bibliographic information, DOIs or stable URLs, and access dates.
When to use it
Use this skill for:
- Current Research Information: Latest studies, papers, and findings in a field
- Literature Verification: Check facts against current research
- Background Research: Gather context and evidence for scientific writing
- Citation Sources: Find papers to cite in manuscripts
- Technical Documentation: Look up specifications, protocols, or methodologies
- Recent Developments: Stay updated on trends and breakthroughs
- Statistical Data: Find recent stats or survey results
- Expert Opinions: Access insights from recent analyses
What it can touch
- OpenRouter API (OPENROUTER_API_KEY must be set in the environment)
- Perplexity models: perplexity/sonar-pro-search and perplexity/sonar-reasoning-pro-online
- Output formats including JSON and file saves (e.g., -o results.txt, --json, -o results.json)
Caveats
- Requires an OpenRouter API key and sufficient credits
- Emphasizes peer-reviewed sources and high-impact venues; prioritizes primary research over secondary sources
- Outputs should include complete bibliographic information and DOIs where available
- Must adhere to model selection rules and citation standards as described in the skill
# Research Information Lookup ## Overview This skill enables real-time research information lookup using Perplexity's Sonar models through OpenRouter. It intelligently selects between **Sonar Pro Search** (fast, efficient lookup) and **Sonar Reasoning Pro** (deep analytical reasoning) based on query complexity. The skill provides access to current academic literature, recent studies, technical documentation, and general research information with proper citations and source attribution. ## When to Use This Skill Use this skill when you need: - **Current Research Information**: Latest studies, papers, and findings in a specific field - **Literature Verification**: Check facts, statistics, or claims against current research - **Background Research**: Gather context and supporting evidence for scientific writing - **Citation Sources**: Find relevant papers and studies to cite in manuscripts - **Technical Documentation**: Look up specifications, protocols, or methodologies - **Recent Developments**: Stay current with emerging trends and breakthroughs - **Statistical Data**: Find recent statistics, survey results, or research findings - **Expert Opinions**: Access insights from recent in
- Overview
- When to Use This Skill
- Visual Enhancement with Scientific Schematics
- Core Capabilities
- 1. Academic Research Queries
- 2. Technical and Methodological Information
- 3. Statistical and Data Information
- 4. Citation and Reference Assistance
- Automatic Model Selection
- Model Types
- Complexity Assessment
- Manual Override
- Technical Integration
- OpenRouter API Configuration
python scripts/generate_schematic.py "your diagram description" -o figures/output.png Force Sonar Pro Search python research_lookup.py "your query" --force-model pro Force Sonar Reasoning Pro python research_lookup.py "your query" --force-model reasoning Automatic (no flag) python research_lookup.py "your query" Save output to a file python research_lookup.py "your query" -o results.txt Output as JSON (useful for programmatic access)
What does the research-lookup skill do?
通过 OpenRouter 调用 Perplexity 的 Sonar Pro Search 或 Sonar Reasoning Pro 模型来检索最新研究信息。可根据查询复杂度自动选择最合适的模型。用于搜索学术论文、最新研究进展、技术文档以及一般研究信息，并提供引用来源。
How do I install it?
Run `npx skills add majiayu000/claude-skill-registry --skill research-lookup-victory-hugo-s2-agent-skill --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From majiayu000/claude-skill-registry, a repository with 534 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.