General skillResearch and knowledge
validate-idea
Validate product ideas with real signals from Chinese and English markets
Validate product ideas with real signals from Chinese and English markets
validate-idea gathers search, community, and competitor signals from Chinese and English markets, then has Claude score the results and produce a bilingual decision report. Seven fetchers fail independently, and data-poor dimensions are kept low rather than filled with invented evidence, so the comparison can expose when demand is already served in another market. Firecrawl, Zhihu, Brave, or proxy configuration is optional by source. The project supplies the data layer and uses the running Claude for scoring, so it needs no separate LLM API key.
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Capabilities
Public GitHub facts last synced Jul 10, 2026.
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