w932635477-bit

Validate Idea — Data skill for Claude Code

Data community

Cross-market idea validation (CN + EN markets) as a Claude Code skill.

How to install Validate Idea

This entry records only its repository, not the path inside it, so there is no exact command to give. Open w932635477-bit/validate-idea and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Validate Idea does

Cross-market idea validation (CN + EN markets) as a Claude Code skill. Real data · strict scoring · bilingual report. Zero LLM key.

Alternatives in Data

Global Stock Data — US stock market data for AI coding assistants — zero-auth, official sources 1.5k ★
Claude Deep Research Skill — Enterprise-grade deep research skill for Claude Code with 8-phase pipeline, source credibility scoring, and au 1k ★
Bug Bounty Master Workflow — Full pipeline: Recon -> Learn -> Hunt -> Validate -> Report 924 ★

README

[English](./README.md) | [中文](./README.zh-CN.md)

Cross-market idea validation for indie builders.
Real data from Chinese + English markets · strict scoring · bilingual report.

The killer angle

Most idea-validation tools look at **one** market. This one pulls real signals from **both** the Chinese and English markets at once, then tells you the uncomfortable truth: **your pain is probably already solved in the other market.** Real demand ≠ real opportunity.

Sample verdict — *cross-border payments tool*: Global **45/100**, China **61/100** → both red oceans → **don't build**. Three months of code, saved.

Install (Claude Code skill)

git clone https://github.com/w932635477-bit/validate-idea.git ~/.claude/skills/validate-idea
cd ~/.claude/skills/validate-idea && npm install   # one-time

Then just describe your idea in Claude Code ("validate this idea: …") and the skill fires. **Zero LLM API key** — the Claude running the skill *is* the scorer.

How it works

flowchart LR
  A["💬 one-line idea"] --> B["🔎 7 fetchers · CN+EN"]
  B --> C["📊 raw data: search / community / competitor"]
  C --> D["🧠 Claude scores · strict, no hallucination"]
  D --> E["📄 bilingual report · local vs foreign · build?"]

This repo ships the **data layer** only: 7 fetchers covering search / community / competitor across both markets. Scoring and the bilingual report are produced by your Claude reading