Python CLI for Google Trends analysis with advanced rate limiting, cookie auth, and beautiful terminal output. Built on pytrends with enterprise features.

Idea to Action. Faster.

Validate whether a demand is real before you build it — a Claude Code plugin: two evidence pillars, a 7-axis scorecard, an adversarial red-team, an answer-first report. Zero login. · 在动手之前验证「这个需求是不是真的」的 Claude Code 插件:双支柱证据 + 7 项评分卡 + 对抗红队 + 答案优先报告,零登录。

An automated AI Spend Audit engine for Engineering Teams. It intelligently detects tool overlap (Cursor vs. Copilot), identifies wasted seat licenses, and provides a 20% optimization roadmap. Built for CTOs who want to cut the fat, not the muscle.

Intelligently validate startup ideas, analyze market size, competitors, technical feasibility, and business models

Strategic market validation study of a South Korean bakery using 2,400+ transaction records. Leveraged Excel and Google Sheets to perform time-series analysis and product-mix modeling, successfully challenging stakeholder bias with data-backed insights.

Market validation case study for Closr, a 3-sided rental marketplace for Canadian college towns, based on 25+ user interviews, 50+ surveys, and structured product research.

A lightweight market-validation website built to assess demand, user intent, and pain points in the sanitary and washroom materials industry (pipes, fittings, drainage, and related infrastructure). The project focuses on learning what contractors, builders, and homeowners actually want before building a full product.

Visual agentic workflow for directional market validation: support signals, objections, best wedge, missing proof, and next move.

Startup idea validator and market research CLI for product-market fit, demand validation, and competitive analysis. No AI, just public evidence.