What problem does it solve?
This Skill helps gather community discussion signals for content production, so you can draw on real creator and audience viewpoints instead of relying only on mainstream web search.
Core Features & Use Cases
- Social-first discovery: Generates search queries targeted at X/Twitter, XiaoHongShu, Bilibili, Reddit, and similar communities to surface relevant discussion.
- Evidence-aware link collection: Collects representative links and favors readable snippet information first, only fetching page content when it is likely useful.
- Distillation for writing: Extracts recurring opinions, representative examples, and disagreements/controversy, while keeping confidence level appropriate for anecdotal material.
- Suggested output structure: Produces a ready-to-use YAML-like structure (topic, recurring views, examples, disagreements) for downstream use by ContentPipe nodes.
Quick Start
Use contentpipe-social-research to collect and distill community discussion evidence for a given topic, then provide it to the ContentPipe Scout or Researcher stage as structured signals and representative links.
