Does this skill require a Threads API key?

No, it uses Playwright and Google Search to access public posts, so no API key or login is required.

What MCP servers are required for this skill?

It requires both the Playwright MCP (for JS rendering) and the Context Mode MCP (for indexing and searching).

Can I use this for batch research?

Yes, the skill supports multi-keyword batch searching and can aggregate all findings into a single structured summary.

How does it save on context window usage?

It uses Context Mode MCP to index results and perform targeted searches rather than dumping entire page snapshots into the active chat context.

Can I search for private Threads profiles?

No, this skill only supports public posts and profiles accessible through standard web browsing.

Threads Research & Analysis

Name: Threads Research & Analysis
Author: ValorVie

byValorVie

•

Web Scraping y Recopilación de Datos

Conducts in-depth search and analysis of public Threads posts using Playwright and Context Mode to minimize token usage.

This skill provides a specialized workflow for researching public discussions on threads.net without requiring API keys or logins. It leverages Playwright MCP for JavaScript-heavy rendering and Context Mode MCP to index and query results efficiently, ensuring your Claude context window remains lean even during extensive social media research. It is ideal for gathering community sentiment, product reviews, or local recommendations directly from the Threads ecosystem through structured summarization and deep-dive analysis.

Características Principales

015 GitHub stars

02Automated Google Search (site:threads.net) with JS rendering support via Playwright

03Structured summarization for reviews, local recommendations, and market research

04Batch multi-keyword search capabilities for comprehensive data gathering

05Deep-dive functionality for analyzing specific post content and replies

06Efficient context management via Context Mode indexing and FTS5 search

Casos de Uso

01Finding local recommendations and community word-of-mouth reviews

02Market research and sentiment analysis on public Threads discussions

03Monitoring brand mentions or competitor activity on threads.net

Características Principales

015 GitHub stars

02Automated Google Search (site:threads.net) with JS rendering support via Playwright

03Structured summarization for reviews, local recommendations, and market research

04Batch multi-keyword search capabilities for comprehensive data gathering

05Deep-dive functionality for analyzing specific post content and replies

06Efficient context management via Context Mode indexing and FTS5 search

Casos de Uso

01Finding local recommendations and community word-of-mouth reviews

02Market research and sentiment analysis on public Threads discussions

03Monitoring brand mentions or competitor activity on threads.net