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deeppoint-ai

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Discover user pain points from social media with AI.

Data & Analytics#embeddings#mvp#social-media#clustering#pain-points#douyin#product-solutions
AuthorLeoyishou
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This skill helps product teams discover real user pain points by extracting keyword-based social media comments, semantically clustering them, and turning insights into AI-generated product solutions.

Core Features & Use Cases

  • Pain point discovery: Aggregate social media conversations to surface recurring issues and unmet needs.
  • Semantic clustering: Group similar pain points using embeddings and clustering (DBSCAN) to identify core themes.
  • AI-driven solutions: Generate product concepts and MVP plans from clustered insights for rapid iteration.
  • Use Case: Analyze Douyin comments for "英语学习" to derive prioritized feature ideas and a rough MVP outline.

Quick Start

Open the app, enter a keyword, and the system crawls Douyin with that keyword, clusters pain points, and outputs proposed product solutions.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: deeppoint-ai
Download link: https://github.com/Leoyishou/personal-ai-company/archive/main.zip#deeppoint-ai

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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