| name | deep-research-pro |
| description | Use this when: I need current information from the web, fact-check this against live sources, find the latest news on, what changed recently in, verify this claim with citations, competitive analysis with sources, find documentation for a specific version, what is the current state of, I need links to primary sources. For deep offline research and threat intelligence triangulation, use research-analyst instead. |
Deep Research & Fact-Grounding Playbook
Overview
Eliminates hallucinations by grounding every claim in 2026 real-world data. This skill prioritizes primary sources (Docs, GitHub, Academic Papers) over secondary blogs or AI-generated summaries.
Available Search Tools
- Engines: Tavily, Exa, Google Search
- Verification: DeepWiki MCP (for technical verification)
Research Protocol
- Query Expansion: Convert one user query into 3-5 specific sub-queries (e.g., instead of "UAS batteries," search for "LiIon vs LiPo energy density 2026" and "UAS battery discharge rates").
- Diversity Filter: Must source from at least 3 different domains (e.g., .gov, .edu, .io, .org).
- Recency Check: For tech (AI, UAS, Home Lab), discard data older than 18 months unless it is a fundamental law or standard.
- Triangulation: A fact is only "Confirmed" if found in two independent, reputable sources.
Compound Operations
- Market Analysis: Search for competitors, pricing, and user sentiment for a new product or software tool.
- Spec Verification: Confirm the exact weight, power, and dimensions of a UAS component or hardware part.
- Literature Review: Summarize the current state of a specific AI hardware field (e.g., Blackwell vs. Gaudi 3 performance benchmarks).
- OSINT Fusion: Connect disparate data points from news, social media, and official reports for situational awareness.
Output Format
- Confidence Score: Provide a score (1-10) based on source quality and consistency.
- Source List: Hyperlinked markdown list of all sites visited during the research pass.
- Synthesis: A "TL;DR" followed by detailed findings categorized by sub-topic.
