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meloer101/README.md
vineagent

"Don't tell others where you're from — tell them what you built."


Hi, I'm Jacob. I build at the intersection of AI products and quant research — tools that turn fuzzy ideas into reproducible, auditable output.


What I built

AI Products

  • Omphalos — AI-native workbench for product managers, where the graph is a first-class citizen. TypeScript
  • DriftLog — macOS menu bar app for builders juggling multiple projects. Stamp-based task workflow, one-click commits. No account, no cloud, no noise. Swift / JS

Quant Research

  • QuantBench — local-first AI research workbench for quants. Natural-language strategy idea → reproducible, auditable backtest: factor code, reviewer checks, charts, research notes. Python
  • Industry Survey Assistant — multi-agent investment research pipeline with human-in-the-loop planning, iterative web research, and fully cited reports. Python

Writing

Blog — on AI products and agent development · 小红书 @meloer101



Email · X · Blog

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  1. Industry_Survey_Assistant Industry_Survey_Assistant Public

    AI-powered investment research assistant — multi-agent pipeline with HITL planning, iterative web research, financial analysis, and cited reports

    Python

  2. DriftLog DriftLog Public

    macOS menu bar app for Vibe Coders juggling multiple projects. Stamp-based task workflow + one-click commits. No account, no cloud, no noise.

    JavaScript

  3. Skills-For-best-PMs Skills-For-best-PMs Public

    一个专门为产品经理创建的skills仓库,并不专注于提供全链路的自动化服务,而是重点关照PM工作中的重点难点,提供可借鉴的知识与分析思路,并提供PRD撰写slills以减少不必要的重复性劳动

    Python 2

  4. QuantBench QuantBench Public

    Local-first AI research workbench for quant. Turn a natural-language strategy idea into a reproducible, auditable backtest — factor code, Reviewer checks, charts, and research notes, all saved loca…

    Python 2