Do I need API keys to use Dev Opinions Scan?

Most sources like Reddit and Hacker News work without keys. ProductHunt requires an environment variable token, and X/Twitter requires an active browser session for cookie authentication.

How does it synthesize different opinions?

The skill categorizes results into Consensus (points mentioned across multiple platforms), Controversy (diverging viewpoints), and Notable Perspectives (unique insights from experts).

Which platforms does the skill search?

It searches Reddit, Hacker News, X (Twitter), Dev.to, Lobsters, and ProductHunt to ensure a wide range of developer perspectives.

Is the data collection real-time?

Yes, the skill performs live searches using optimized queries and time-filters to ensure you receive the most current community feedback.

Dev Opinions Scan

Name: Dev Opinions Scan
Author: team-attention

byteam-attention

•

网络抓取与数据收集

Aggregates and synthesizes technical opinions and developer reactions from major online communities like Reddit and Hacker News.

Dev Opinions Scan is an advanced research capability for Claude Code that automates the collection of practitioner perspectives from across the developer ecosystem. By querying multiple platforms including Reddit, Hacker News, X, Dev.to, and Lobsters, it provides a comprehensive view of any technical topic. This skill is particularly useful for technology comparisons, architectural research, and staying updated on community sentiment regarding new library releases or industry events, saving developers hours of manual forum browsing by delivering synthesized insights with direct citations.

主要功能

01Parallel search execution for high-speed data collection and analysis

02Source-specific query optimization for improved search relevance across different engines

03Multi-platform aggregation across Reddit, HN, X, Dev.to, Lobsters, and ProductHunt

0464 GitHub stars

05Automated synthesis of community consensus, controversies, and notable perspectives

06Verifiable inline citations with direct links to original community discussions

使用场景

01Performing deep-dive 'A vs B' technology comparisons based on real-world production experiences

02Gauging developer sentiment and bug reports immediately following a major framework release

03Identifying hidden technical trade-offs or edge cases mentioned by senior domain experts in niche forums

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add team-attention/hoyeon dev-scan

For use in Claude.ai and ChatGPT

Download Skill