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antonailog/README.md

English 中文

Hi, I'm Anton (阿東) 👋

AI Builder · LLM evaluation & agent strategy · I ship what I design.

Meituan     ByteDance

Tsinghua M.S. → data engineering → AI R&D → AI product → AI strategy
ex-Meituan · ex-ByteDance

Blog  X  Xiaohongshu / 小红书  Jike / 即刻  WeChat Official Account / 公众号:阿東的AI手记 (QR code)  Knowledge base / 阿東的AI手记  Email


🚀 Projects

info2action

The end of information should be action.
350+ sources across X, WeChat, RSS, Reddit and more, deduplicated by event and curated by AI every 15 minutes. Anything useful turns into an action in one click. Live and open source.

350+ sources 190 curated/day · info2act.com · Details →

diary-studio

📓 diary-studio

Ten years of journals, wired into AI.
1,494 entries since 2016. After each new one, AI reads the last 30 days, points out recurring patterns and promises not yet kept, and suggests a next step you can check.

1,494 entries 10 years · open-source soon · screenshot uses sample data · Details →

AIGC Xiaohongshu account

「一团卷」, an outfit account run entirely by AI.
Claude and Gemini write the copy, Nano Banana Pro and Seedream make the images, n8n and an RPA bot post them. I only prepare the material. 150+ posts in 50 days.

9,177 followers 71k likes & saves · Details →

All projects

The story behind each one.
Why I built it, what it does, how it works, and what I learned — with demos.

antonailog.com/projects


🧩 Skills

31 open-source skills for Claude Code / Codex, in five groups: AI coding, AI design, knowledge, writing & publishing, skills & prompts. Browse them all →

Forge

🔨 Forge GitHub stars

Idea to release, one pipeline.
16 skills plus an entry point. Think, spec, design, build, verify, review, ship, fix, retro — each step hands a document to the next. Demo: one sentence, taken all the way to a merged release.

Demo repo · Details →

deep-survey

Research you can make a decision on.
Researchers pull primary sources, an independent writer drafts, a reviewer checks every claim. Every key number links back to its source.

Details →

book-to-mindmap

A whole book on one map.
Every node is a claim you can check, not a keyword. A fresh AI that never read the book answers questions from the map alone; gaps get filled.

Details →

skill-build

🛠️ skill-build

Turn repeat work into a tested skill.
Checks whether it's worth building, writes a design doc before SKILL.md, then runs with and without the skill side by side and fixes what falls short.

Details →

prompt-craft

Prompts ready for production.
A fixed nine-module structure plus a review checklist that tests edge inputs, injection and common model bad habits.

Details →

10 more skills

Podcasts, papers, Xiaohongshu, WeChat…
Podcast notes, paper cards, knowledge canvas, Feishu mirror, Xiaohongshu notes, WeChat publishing, PM docs, a 3D avatar that follows the cursor, Codex delegation, a prompt vault.

All 31, by group


🔧 Tools

claude-code-notifier

Never miss a finished run.
A macOS notification when Claude Code finishes or needs your confirmation. The subtitle is an AI summary of the session, so you can tell several sessions apart.

openclaw-sync-toolkit

One setup, every device.
Git syncs settings, Syncthing syncs workspace files: skills, settings and docs stay the same across Macs and an iPhone. Set up once, runs in the background.

Blog Insight

282 personal sites, taken apart.
Split into 27 modules and 97 patterns, each with an implementation prompt. Every module of my own site was compared here first.

AI events in China

Every AI event in China, on one page.
Conferences, hackathons, demo days and meetups on a calendar and timeline, filterable by city, format and type. Updated daily.


✍️ Writing

Latest posts (in Chinese), also on WeChat Official Account「阿東的AI手记」. All posts →

About 100 earlier notes on LLM and agent product building live in 阿東的AI手记.


信息的尽头,应该是行动。 · The end of information should be action.

Pinned Loading

  1. info2action info2action Public

    信息的尽头,应该是行动 · Self-hostable AI information engine: multi-source aggregation, cross-source event dedup, AI curation, info-to-action loop

    Python 17 1

  2. forge-skills forge-skills Public

    Forge — 文档驱动的 AI 辅助开发框架 | Document-driven AI development framework with 16 Skills covering brainstorm → PRD → design → engineering → QA → review → ship → retrospective

    Python 13 2

  3. openclaw-sync-toolkit openclaw-sync-toolkit Public

    Sync Claude Code / OpenClaw skills, settings, and workspace across multiple Macs + iPhone. Git + Syncthing dual-channel architecture.

    Shell 5

  4. claude-code-notifier claude-code-notifier Public

    macOS desktop notifications for Claude Code with AI session summaries

    Python 12 2