Windows automation, AI companion research, offline learning and reproducible Python experiments. Small, inspectable projects with explicit tests, assumptions and limits.
繁體中文／廣東話：呢度集中放技術報告同可檢查嘅工具。每份報告分清楚實測、作者聲稱、推論同未驗證部分；示範程式唔等於完整產品。
| Topic | Read | What to expect |
|---|---|---|
| Lian Li LED & LCD control | Windows lighting report | How TL Wireless LCD lighting, fan rings and screen backlights differ; preserve images while switching illumination |
| AI companion memory & learning | 小凌：記憶更正、有限心流與技能學習 | Dated public-source research; distinguishes demonstrations, creator claims and proposed experiments |
| Retirement Monte Carlo experiments | Model and limitations · 10,000-path example | Normalized balances, disclosed assumptions and hash-verified outputs; not personal financial advice or a guarantee |
| Orthogonal geometry validation | Box-union checks and synthetic tests | Directed boundaries, winding and explicit representation rules; floating-point checks, not general mesh or game-runtime certification |
| Project | Scope |
|---|---|
| Multi-AI Hub | Local-first MCP coordination and bounded review workflows |
| Companion Task Console | Synthetic task replay and a geometric desktop-companion demo |
| Trading Sim Companion | Offline synthetic event replay; no real accounts, orders or market feed |
| NihongoQuest Offline | Japanese-practice core with synthetic lessons and local progress |
| Dual-Lane Captions | Speech/listening captions, expiry and replay rejection with a browser demo |
| VRM Avatar Polish Loop | Agent workflow skills for Blender/MMD inspection, SpringBone tuning and visual QA |
Tests establish the documented cases, not universal safety, visual acceptance or production readiness. Public reports are dated research snapshots; follow their source links and stated limitations. Tool mentions are not endorsements. Check each repository's own licence and third-party notices before reuse: public visibility alone does not grant a blanket licence.
This is a curated index of public work, checked on 2026-10-23. It contains no private-project directory, personal records, credentials, original artwork or raw conversations.