Staying current in any field requires efficiently processing new information. The perplexity-research AI agent skill simplifies this by integrating your personal knowledge base, or 'brain', with the web's vast resources. Its primary function is to surface only information that is genuinely new to you – the crucial delta between what your brain already holds and what is currently available online. This tool is designed for developers, researchers, and anyone who needs to keep their knowledge precise and up-to-date without sifting through redundant material. It is important to note what this skill is not: it is not intended for simple URL fetching (for that, use web_fetch), nor for performing lookups exclusively within your brain (use query). It also does not serve for social media monitoring or extracting structured tracker data.

How the Skill Operates

This skill employs a precise five-step mechanism to deliver its focused results. First, it retrieves relevant context directly from your brain, identifying your existing understanding of a topic. Second, this retrieved context is intelligently embedded into a specialized Perplexity query. Third, the skill then calls Perplexity's API, specifically asking it to identify novel developments or information that differs from the context provided by your brain. Fourth, the gathered findings are structured into a clean, readable markdown research page. Finally, any significant entities mentioned within the findings are cross-linked back to your brain, ensuring easy integration and future reference. You can trigger this process using commands like 'perplexity research', 'what's new about', or 'current state of'. For more refined searches, optional recency filters such as 'hour', 'day', 'week', or 'month' allow you to specify the timeframe for new information.

Model

Options and Output Format

To use this skill, you will need a PERPLEXITY_API_KEY. It uses the Perplexity API with two distinct models, allowing flexibility based on your research needs and budget. For deep analysis and comprehensive entity enrichment, you can opt for the sonar-pro model, which typically costs around $0.04 per query. If your requirement is more focused on bulk monitoring or a broader overview, the sonar model is available at approximately $0.007 per query. The skill's output is consistently structured: a markdown page, stored under the research/ directory in your knowledge base. This page is organized into several clear sections: 'New Developments' highlights the core novel findings, 'Confirming Signals' presents external data that supports or corroborates existing entries in your brain, 'Contradictions' points out any information that challenges or conflicts with your current understanding, and 'Recommended Brain Updates' offers actionable suggestions for refining your knowledge base. All information presented in these sections comes with direct citations.

A Practical

Example of the Skill in Action

Consider a developer who maintains a robust brain entry on 'WebAssembly Component Model'. To stay current with the fast-evolving ecosystem, they might issue a command like: perplexity research what's new about WebAssembly Component Model month. The skill would retrieve their existing knowledge on the topic, then query Perplexity, specifically looking for new concepts, tools, or best practices that have emerged in the last month. The resulting markdown page would detail any new frameworks or advancements, confirm stable patterns with fresh data, or point out emerging debates or contradictions in the WebAssembly community, all with sources. It would then suggest specific updates for their 'WebAssembly Component Model' entry, ensuring their knowledge remains current and comprehensive without requiring them to re-read what they already know.

Frequently Asked Questions

• Q: What exactly makes this skill different from a standard web search?
  • A: It goes beyond a standard search by integrating your knowledge base. It explicitly filters out what you already know, focusing only on the delta of new information that adds to your existing understanding.
• Q: Can I control the cost of using this skill?
  • A: Yes, you can choose between sonar-pro for more detailed, deeper analysis at a higher cost per query, or sonar for more economical, bulk monitoring. This allows for budget control based on your research requirements.
• Q: What kind of information should I not expect it to find?
  • A: It is not suited for monitoring real-time social media trends, pulling structured data from specific websites, or simply fetching the content of a known URL. Its primary purpose is novel research and finding the delta, not general web scraping or specific content retrieval.

This skill provides a focused way to stay informed, reducing information overload by delivering only pertinent updates. This helps maintain a relevant and efficient knowledge base.