idea-validator

Scan GitHub, Hacker News, and npm to validate startup idea novelty.

18|6|Updated Mar 22, 2026
One-click install
npx skills add https://github.com/alter123-zz/RaccoonClaw --skill idea-validator-alter123-zz
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: idea-validator
Source: https://github.com/alter123-zz/RaccoonClaw/tree/main/skills/idea-validator
Command: npx skills add https://github.com/alter123-zz/RaccoonClaw --skill idea-validator-alter123-zz

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

创业点子验证工具在开始编码前自动扫描 GitHub、HN、npm 等平台,帮助独立开发者快速判断创意的独特性与市场空间,降低失败风险。

Core Features & Use Cases

  • 能力1:创业想法多维评估——市场/竞品/技术/商业模式
  • 能力2:用户画像和需求验证框架
  • 能力3:MVP功能定义和路线图生成

Quick Start

安装所需的 Python 依赖后,运行工具来验证你的创意。

Frequently Asked Questions about idea-validator

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

FAQPage Schema
How do I validate a startup idea before building an MVP?

Startup idea validation scans platforms like GitHub, Hacker News, and npm to assess novelty, market potential, competition, and business models before coding an MVP. This automated evaluation generates outputs and reference links to reduce early failure risk for founders.

How do I analyze competitors for a startup idea?

Competitor analysis for a startup idea scans existing solutions across GitHub and Hacker News to evaluate market space and competition. It assesses technology viability and business models, providing reference links to help you differentiate your product.

Do I need Python to run startup idea validation scans?

Yes, you need Python installed along with basic data access to run startup idea validation scans. The validation tool requires Python dependencies to execute its automated scanning commands across GitHub, npm, and other platforms.

What is the best way to define MVP features for a new product?

The best way to define MVP features is to use an automated validation tool that generates an MVP roadmap based on multi-dimensional market, competitor, and technology scans. It helps independent developers outline core functionalities before coding.

Can I check GitHub and Hacker News for existing similar projects before coding?

Yes, you can check GitHub and Hacker News for existing similar projects before coding by running automated idea validation scans. This assesses your product's novelty and market potential by analyzing existing solutions and competitor landscapes.

How does automated market analysis work for early-stage founders?

Automated market analysis for early-stage founders works by scanning data from platforms like npm and GitHub to evaluate user demand, competition, and business models. It outputs structured assessments and reference links to guide MVP development.