I love publishing repos. Most of what I post is something I like and think might help someone else, so I put it out there. My technical skills are limited, but I am very active, and I push an update roughly every 3 days.
If anything here is useful to you, please leave a ⭐ on the repo and follow me. It really keeps me going.
3 AM and the hallway hums. A door that was shut a minute ago is open now, light leaking out like it has somewhere to be. Someone is standing in it, or maybe I am the one standing and the corridor is what moves. Nothing in the footage explains itself. Neither do I. The build is still green though.
And because debugging at 3 AM feels exactly like surviving a night shift, here is a night shift scene I drew:
One bigger open-source system at a time. Click a card to open it.
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What ties them together Agents get rules (AGENTS.md). They should also leave a record (TRACES.md), talk to each other (aisync), and the same loop works for a person (existence-trace). Also: star-ranked top-* lists (github1) →
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Ranked by most recent activity.
| # | Project | ⭐ Stars | Language | Updated | Description |
|---|---|---|---|---|---|
| 1 | MaxonT/TRACES.md | 1 | Python | 2026-10-13 | AGENTS.md, but for what agents did. An open format and stdlib CLI that records every tool call and result, failures included. |
| 2 | MaxonT/existence-trace | 2 | Python | 2026-10-12 | A self-improving personal state system: an AI agent reads your journal through emotion, security/hope and growth lenses, then turns your feedback into rules. |
| 3 | MaxonT/tweeter_prototype | 6 | JavaScript | 2026-10-12 | A sleek SocialMax UI demo built to explore design, layout and interaction. |
| 4 | MaxonT/awesome-agent-workflows | 1 | Markdown | 2026-10-10 | A curated, star-ranked catalog of agent frameworks, coding-agent harnesses and workflow platforms, in English and 中文, auto-refreshed. |
🧪 Currently exploring (click to open)
- 🤖 Agent observability: what an agent did, and how to learn from its failures
- 🧠 Evaluation first: small test sets that tell me whether an AI tool is actually better
- 🎓 Learning science applied to quizzes, spaced review and study plans
- 🌐 Bilingual docs and tools (English and 中文) as a default, not an afterthought
Every star tells me someone found it useful, and that is what keeps me shipping every 3 days.
One click on any of these makes my day:
⭐ If something here helped you, a star means a lot. This repo was previously named MaxonT.



