perplexity-research

Augment web research with brain context and citation-backed results.

Updated May 4, 2026

Search Tags:#monitoring #citations #perplexity #web-research #current-state #entity-enrichment #brain-context

Ready to run

npx skills add https://github.com/Postergully/11mirror-plugin --skill perplexity-research-postergully

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: perplexity-research
Source: https://github.com/Postergully/11mirror-plugin/tree/main/skills/perplexity-research
Command: npx skills add https://github.com/Postergully/11mirror-plugin --skill perplexity-research-postergully

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Brain-context aware web research that integrates existing knowledge with live web results, surfacing what is new or different and delivering citation-backed findings.

Core Features & Use Cases

Brain-context augmented searches that surface delta updates with citations.
Use for entity enrichment, current-state checks, deal monitoring, and freshness delta analysis.
Flexible integration with enterprise knowledge graphs and dashboards to monitor changes over time.

Quick Start

Provide a topic and your current brain context, run perplexity-research, and review the delta between brain knowledge and current web state.

Frequently Asked Questions about perplexity-research

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

FAQPage Schema

What is brain-context aware web research?▼

Brain-context aware web research integrates your existing knowledge base with live web results to surface delta updates. It delivers citation-backed findings by comparing what you already know against the current web state.

How do I monitor current-state changes for a specific entity?▼

To monitor current-state changes, provide the entity topic and your existing brain context to run the research process. The tool performs freshness delta analysis and outputs structured citation-backed results documenting what is new or different.

Can I enrich entity data with citation-backed web research?▼

Yes, you can enrich entity data by supplying a topic and current brain context. The system augments web research with citations, delivering structured outputs to identify new information and update your existing records.

Do I need Perplexity access to run brain-guided web research?▼

Yes, Perplexity access is required to perform brain-guided web research. The tool requires this connectivity alongside brain context input to generate citation-backed structured outputs.

What format do web research results with citations use?▼

Web research results with citations are written as structured outputs to a research directory. The system enforces strict citation formatting to ensure all delta updates and current-state findings are properly sourced.

How does freshness delta analysis work with existing knowledge graphs?▼

Freshness delta analysis integrates with existing knowledge graphs by comparing brain context against live web results. It surfaces what is new or different, enabling flexible integration with dashboards to monitor changes over time.