Fe · 26 · Ferrum
I build small, sharp tools — an ML wrapper that fits in one import, a Windows launcher nobody asked for, and the patches that make my robot play football better. Mostly Python and C++, mostly at night, mostly because something annoyed me first.
我写小而锋利的工具——一个只需一次 import 的机器学习封装、一个没人要求过的 Windows 启动器，以及让我的机器人把球踢得更好的补丁。多半用 Python 和 C++，多半在深夜，多半是因为某件事先惹到了我。
Currently: AP, quickrun, rms v4目前：AP、quickrun、rms v4
Now
Shrinking the ML boilerplate. A stateful Experiment pipeline — column typing, split management, model dedup, and full state persistence.
压缩机器学习的样板代码。有状态的 Experiment 流程——列类型推断、切分管理、模型去重与完整状态持久化。
Fixing Win+R. Windows will launch notepad from the run box but not your actual apps. quickrun binds any program to any alias, without admin rights.
修好 Win+R。Windows 能从运行框启动 notepad，却启动不了你真正在用的程序。quickrun 把任意程序绑到任意别名上，且无需管理员权限。
Making it play football. A long-running patch series for my RoboCup robot — goalie logic, shot types, team signalling, and a lot of bugs found on an actual pitch.
让它踢球。为我的 RoboCup 机器人持续维护的补丁系列——守门逻辑、射门类型、队内信号，以及大量在真实球场上发现的 bug。
Studying AP. IGCSE is finished — A* in Physics and Chemistry, A in both First Language Chinese and First Language English.
在读 AP。IGCSE 已经结束——物理与化学 A*，第一语言中文与第一语言英文均为 A。
Work
Mine, roughly in the order I’d defend them.
我自己的项目，大致按我愿意为它们辩护的顺序排列。
A minimalist ML toolkit wrapping scikit-learn. Import rms and go — plus a stateful Experiment class that manages the whole pipeline.
封装 scikit-learn 的极简机器学习工具包。import rms 即可开始，另有管理完整流程的有状态 Experiment 类。
The patch series for my RoboCup robot, built on the Booster T1 demo stack: goalie algorithms, shot types, team signalling, and tournament-compliance fixes.
我的 RoboCup 机器人所用的补丁系列，基于 Booster T1 演示栈，涵盖守门算法、射门类型、队内信号与赛事合规修复。
Bind any Windows program to a Win+R alias. No admin rights, no restart — it writes to your own registry hive and works immediately.
把任意 Windows 程序绑定到 Win+R 别名。无需管理员权限，无需重启——只写入用户注册表，绑定即生效。
The frontend built at my first Moonshot 48, turning text and files into mind maps. The project later grew into three repositories.
我在第一场 Moonshot 48 做的前端，把文本与文件转成思维导图。这个项目后来扩展成了三个仓库。
Real-time portfolio risk intelligence. Know your risk before the market moves.
实时投资组合风险监测。在市场变动之前先知道自己的风险。
An enhanced CSV library — automatic type handling, multithreaded read and write, and cleaning built in.
增强型 CSV 处理库——自动类型处理、多线程读写，并内置数据清洗。
With others
参与的项目
Projects I contribute to but don’t lead. Credit where it belongs.
我参与但不主导的项目。功劳归于该归的人。
A lightweight interpreted language in Rust for numerical computation and algorithmic experimentation.
用 Rust 实现的轻量解释型语言，面向数值计算与算法实验。
CollaboratorAn Electron Live2D desktop companion with its own DMAE memory engine, voice, and tool calls.
基于 Electron 的 Live2D 桌面伴侣，自研 DMAE 记忆引擎，支持语音与工具调用。
CollaboratorA realism-first tactical FPS in Godot — modular battlefields, a full weapon-cycle system, and physics that prefer accuracy to comfort.
用 Godot 开发的拟真战术 FPS——模块化战场、完整的枪机循环系统，以及宁可真实也不迁就手感的物理。
CollaboratorStack
Signals
Three Moonshot 48 hackathons, a robot football competition, and the exams in between.
三场 Moonshot 48 黑客松、一场机器人足球比赛，以及夹在中间的考试。
Moonshot 48 — thirdBeijing session.北京场。
ParticipantRoboCup — Booster T1Maintaining the patch series my robot competes on.维护我的机器人参赛所用的补丁系列。
Patch authorIGCSE completedTwo A* and two A, including both first languages.两个 A* 与两个 A，包含两门第一语言。
Now on APMoonshot 48 — secondChengdu session, Group 4 — RiseTrack.成都场，第 4 组——RiseTrack。
TeamMoonshot 48 — firstBuilt the LightningRoute frontend. The project outlived the weekend.做了 LightningRoute 的前端。这个项目活得比那个周末久。
TeamUSACOWorking through past papers; solutions kept in a private repo.刷历年真题，题解存在私有仓库里。
PracticeOff-hours
Two first languages. I sat IGCSE First Language Chinese and First Language English, which the system allows and nobody recommends. An A in each, so the joke landed.
两门第一语言。我同时考了 IGCSE 第一语言中文和第一语言英文——制度允许，但没人建议这么干。两门都是 A，所以这个玩笑成立了。
Honkai: Star Rail. Enough of a fixture that one of the projects I help on is a desktop companion built around a character from it.
《崩坏：星穹铁道》。沉迷到我参与的项目里，就有一个是围绕其中角色做的桌面伴侣。
Tooling opinions. I like Codex and Openclaw. I like Claude more, sometimes. I dislike using git, and use it constantly anyway.
关于工具的偏见。我喜欢 Codex 和 Openclaw，有时更喜欢 Claude。我不喜欢用 git，但还是天天在用。
Elsewhere