Do I need to install extra software to use this skill?

Yes, it relies on CLI tools like reddit-cli and bird. The skill is designed to detect if these are missing and offer to install them for you automatically.

How does it determine what information is most important?

It uses an engagement-based weighting system, prioritizing content with high upvotes, likes, and views to filter out noise and surface community-vetted insights.

Can this skill help me generate better AI prompts?

Definitely. One of its primary modes is 'PROMPTING', which researches how real users are currently prompting specific tools and provides you with a ready-to-paste template.

What platforms does the run-research skill support?

The skill searches Reddit, X (formerly Twitter), YouTube, and general web results via the Brave Search API or standard web tools.

Can I adjust how deep the research goes?

Yes, you can specify depth levels—quick, default, or deep—which adjust the number of posts, videos, and pages the skill analyzes.

Deep Topic Research

Name: Deep Topic Research
Author: gupsammy

bygupsammy

•

网络抓取与数据收集

Conducts multi-platform research across Reddit, X, YouTube, and the web to synthesize real-world trends, tool recommendations, and community insights.

The Deep Topic Research skill transforms Claude into a powerful market and technical analyst by programmatically searching high-signal platforms like Reddit, X (Twitter), and YouTube. It goes beyond standard web searches by weighting results based on community engagement—such as upvotes and likes—to ensure the insights are grounded in real-world consensus. By analyzing everything from social threads to YouTube transcripts, the skill identifies cross-platform patterns and contradictions, providing you with a cited summary of the best tools, latest news, or most effective prompting techniques for any subject.

主要功能

01Deep YouTube analysis including transcript reading for technical signal

02Engagement-weighted synthesis that prioritizes community-vetted information

03Automatic dependency detection and guided installation for required CLI tools

04Multi-platform data extraction from Reddit, X, YouTube, and Brave Search

05Context-aware intent parsing for news, recommendations, or prompting techniques

0652 GitHub stars

使用场景

01Extracting battle-tested AI prompting techniques from expert social discussions

02Tracking the latest industry trends and news over the last 30 days

03Finding the best software or developer tools based on current community consensus

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add gupsammy/claudest run-research

For use in Claude.ai and ChatGPT

Download Skill