为难自己，放过别人。
Make things hard for yourself, let others off. Be better!
将研究假设、行情演练、模拟执行、交易记录与复盘修正连接成可重复的本地工作流。
A local market-replay and trading-review workflow for inspectable decisions.
将任务、执行记录、周复盘与信息输入整理成个人执行与信息管理系统。
A personal system for daily execution, weekly review and information flow.
把多账号、任务分派、工作线程与合并控制组织成一套循环工程工作流。
A workflow control surface for multi-account loop engineering.
从 GitHub Trending、Hugging Face Trending 和 Show HN 发现值得关注的 AI 信号，帮助你决定哪些值得试用、学习、跟进或跳过。
A self-hosted, evidence-backed AI radar that turns public developer signals into traceable daily briefs for independent builders.
define the problem
↓
make the boundary explicit
↓
build the smallest useful system
↓
review the result
AI Coding is an implementation partner, not a substitute for product judgment or acceptance.
- Business systems — InvestFlow · tk-producers
- Learning tools — FretFlow · GuitarWork
- Experiments — tk-dashboard · img-gen
- Earlier experiments — Grout-Master · psy_experiments · Pythoner
AI 项目交付、业务工具、流程数字化、AI 应用与多模态生产。
Open to work where real problems can become verifiable systems.