Open-source analytics for Bilibili & YouTube creators — pull your video data and find which content form actually drives views. Hypothesis-driven, cross-zone, no black box. 开源:抓取 B站/YouTube 创作者视频数据,用假设驱动的方法拆解「什么内容形式在拉动播放」。
Scientist agent mode for AI coding agents — hypothesis-driven, evidence-based, uncertainty-aware.
Early undergraduate research project analyzing 2016 Allentown police crime data using Excel‑based methods prior to formal training in R, Python, and SAS. Preserved as a foundational exploration of crime patterns, descriptive statistics, and data cleaning workflows completed during initial development of analytical skills. Conducted in 2016..
A Claude Code skill for hypothesis-driven debugging — reproduce, isolate, hypothesize, test, fix, document. Find the root cause, not a workaround.
Multi-timeframe algorithmic trading agent for Bitget with AI regime detection, hypothesis-driven breakout strategy, dynamic risk management, paper trading simulation, and real-time Next.js dashboard.
Hypothesis-driven threat hunting on temporal knowledge graphs
Scientific thinking protocol for AI agents. Iron Law: no verdict without a falsifiable hypothesis. Zero dependencies.
Final project for Product School's Product Management Foundations certification. RouteLogic Velocity makes the work fleet coordinators repeat all day faster than texts, WhatsApp and paper: problem hook, research synthesis, journey map, hypothesis, roadmap, PRD, clickable prototype, A/B experiment brief and GTM launch plan.
假设驱动的结构化诊断与求解 Skill — 用「可测量判据 + 信息增益÷成本 排序 + 三角色编排」攻克卡住、原因不明、多可能性的难题。Hypothesis-driven structured problem solving.
HypoLoop · 가설순환학습 — 팀 프로젝트 안에서 개인의 학습을 의도적으로 설계하는 학습 프레임워크
AI-driven operating model for product & marketing strategy: idea -> hypothesis -> ship -> learn. Dual-track, falsifiable hypotheses (HADI+ICE), agents coordinate through documents.
MCP server for hypothesis-driven data analysis — manage analysis designs, data catalogs, and review workflows
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