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fleet-researching-recency

Aggregate and rank community signals from developer sources over 30 days.

125|42|Updated May 19, 2025
Search Tags:#research#evidence#signals#synthesis#recency#dev-community
One-click install
npx skills add https://github.com/SocketDev/socket-mcp --skill fleet-researching-recency
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: fleet-researching-recency
Source: https://github.com/SocketDev/socket-mcp/tree/main/.agents/skills/fleet-researching-recency
Command: npx skills add https://github.com/SocketDev/socket-mcp --skill fleet-researching-recency

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Aggregate and rank real-world signals about a topic from GitHub, Hacker News, Reddit, Lobsters, dev.to, Bluesky, and the web over the last 30 days to reveal current community sentiment.

Core Features & Use Cases

  • Multi-source signal aggregation across major developer sources to produce a ranked, evidence-backed brief.
  • Citations and synthesis notes to inform decisions before adopting dependencies, assessing maintainers, or scoping features.
  • Use Case: Before selecting a dependency, run the analysis to see how users and maintainers discuss trade-offs and known issues.

Quick Start

Provide a cited, concise brief for a topic by running the deterministic engine with your topic.

Frequently Asked Questions about fleet-researching-recency

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I check developer community sentiment before adopting a dependency?▼

Check developer community sentiment by aggregating and ranking real-world signals from GitHub, Hacker News, Reddit, and Lobsters over the last 30 days to produce a cited, evidence-backed brief.

What sources can I use to research recent developer community feedback on a tool?▼

Research recent developer community feedback by aggregating signals from GitHub, Hacker News, Reddit, Lobsters, dev.to, Bluesky, and the web to reveal current sentiment within a 30-day window.

How does multi-source signal aggregation work for evaluating open source maintainers?▼

Multi-source signal aggregation for evaluating maintainers works by fetching, scoring, de-duplicating, and fusing discussions across developer platforms to render an evidence envelope for synthesis.

Can I get cited evidence notes for scoping a feature based on dev community discussions?▼

Yes, you can get cited evidence notes for scoping a feature by synthesizing aggregated developer community signals, which provides citations to inform decisions based on recent trade-off discussions.

What is the time range limit for aggregating developer community signals?▼

The time range limit for aggregating developer community signals is 30 days, meaning the engine only fetches, scores, and fuses real-world evidence and discussions from the past 30 days.

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