What platforms does Universal Deep Search cover?

The skill performs deep searches across LinkedIn, Twitter (X), Instagram, Reddit, Y Combinator databases, and the general web via DuckDuckGo.

Does this skill provide source citations?

Yes, every intelligence report includes a comprehensive source table listing the platform, URL, content type, and the freshness of the data.

What is Cascading Research?

Cascading Research is an automated workflow where a search for one entity (like a person) automatically triggers deep-dives into related entities (like their current company, colleagues, or investors).

How does it handle conflicting information?

The skill performs cross-platform validation to identify inconsistencies and assigns a confidence score based on how many sources verify the same data points.

Universal Deep Search

Name: Universal Deep Search
Author: anysiteio

byanysiteio

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Web Scraping & Data Collection

Conducts comprehensive cross-platform intelligence gathering with automated cascading research for people, companies, and topics.

Universal Deep Search is a high-performance intelligence tool for Claude Code that aggregates data from LinkedIn, Twitter, Reddit, Y Combinator, and the general web. It utilizes a unique cascading research methodology, where a search for a person automatically triggers an analysis of their company and colleagues, while company searches dive into leadership profiles and market context. By cross-referencing data across multiple platforms and applying automated confidence scoring, it provides deep, validated reports ideal for lead generation, competitive analysis, or investigative research.

Key Features

01Multi-platform intelligence across LinkedIn, X, Reddit, Instagram, and YC

02Deep profile extraction including post history, sentiment, and professional background

035 GitHub stars

04Automated cross-platform fact validation with confidence scoring (High/Medium/Low)

05Cascading research logic that automatically identifies and analyzes related entities

06Comprehensive executive reports with full source citations and cross-platform synthesis

Use Cases

01Comprehensive topic research and community sentiment analysis across social media

02Competitive intelligence and startup landscape analysis within specific industries

03Executive and founder background checks for investment due diligence or hiring

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add anysiteio/cookbook universal-search

For use in Claude.ai and ChatGPT

Download Skill