20-day current streak·44-day longest streak
Hi, I'm Jingwen Fan (范敬文) 👋 AI 时代超级个体 复合型 AI-native Builder --- 🧬 经历 从 0 到 1 构建 AI 产品,横跨多模态算法、具身智能、Agent 应用、工程交付与开源实践。 > AI-native 时代,复合型是必然趋势。当 AI 能在任何单一领域做到足够深,真正的壁垒不再是「你有多精」,而是「你能跨多远」—— 跨领域的经验与认知,才是驱动 AI 的最大杠杆。…
Hi, I'm Jingwen Fan (范敬文) 👋
AI 时代超级个体
复合型 AI-native Builder
---
🧬 经历
从 0 到 1 构建 AI 产品,横跨多模态算法、具身智能、Agent 应用、工程交付与开源实践。
> AI-native 时代,复合型是必然趋势。当 AI 能在任何单一领域做到足够深,真正的壁垒不再是「你有多精」,而是「你能跨多远」—— 跨领域的经验与认知,才是驱动 AI 的最大杠杆。
🔧 Now
- AI 时代全栈式开发:用 AI 扩展个人能力边界,实现调研、产品、设计、前后端、测试协作的完整闭环
- 0 到 1 产品构建:持续构建 AI Agent 产品与自动化工作流,探索「超级个体」的真实生产方式,以及从超级个体到超级团队的协作形态
- 方法论沉淀:将 AI-native 实战经验整理为开源项目、文章与可复用工具
🎯 目标
- 人生目标: 好奇,勇敢,善良,自由。
📟 最新文章
- AI 时代超级团队的诞生
- 没有被 AI 改造过的组织,做不出 AI-native 产品——从《置身钉内》说起
- 前端服务里跑 while 式 Agent 为什么一定会堵?唯一正确的异步化方式(第一性原理)
- 大模型如何降低幻觉:从不可消除,到可工程化控制
- 模型自进化:个人记录
更多文章 ...
- 原价 $99/月的 AI 营销团队,我把它开源了(附完整部署教程)
- 对于 agent,cli is anything,但是对于人而言,ui 必不可少
- 面对超大规模复杂项目,如何用 Codex 破局(一)
- 2026 年,搭建智能体最重要的绝不是选择框架,而是记忆(上下文管理)
- 我做了一个"不爱打扰你"的 Agent:Steward,低风险事务自动推进,关键决策再找你
- 通义千问3-VL三大创新点理解
- 把 Claude Code "拆到只剩骨架":用最少概念,亲手实现一个可运行的 AI Agent
- 手撕MHA
- 手撕 self-attention
- Prompt 该怎么上线?用顶级模型"校准",再向生产模型降级 — promptlint
- DreamGym:用经验合成而非真实交互,扩展大模型 Agent 的学习能力
- 我发现:大模型检索里,最划算的 Query Rewrite 不是"重写语义",而是"只翻译"
💌 联系方式
- Email: [[email protected]](mailto:[email protected])
- Zhihu: 二次函数
📊 GitHub Stats


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awesome-architecture ★ PINNED
🧭 Architecture-first system design: 26 bilingual tutorials, 25 architecture templates, and 6 end-to-end cases covering distributed systems, AI-native systems, RAG, coding Agents, and production trade-offs.
Vue ★ 1.8k 3d agoExplain → -
antigravity-workspace-template ★ PINNED
Give Claude Code, Cursor, Codex CLI a ChatGPT for your codebase. Multi-agent knowledge engine, grounded Q&A with file paths and line numbers. Works in any AI IDE.
Python ★ 1.3k 1d agoExplain → -
Readme.skill ★ PINNED
Turn your local Claude Code / Codex CLI history into a shareable, anonymized AI-Native developer profile + viral SVG poster. A skill, not a script — 100% local & read-only.
★ 151 28d agoExplain → -
Vibe_coding_guide ★ PINNED ⑂
No description.
★ 1 2mo agoExplain → -
OpenCMO ★ PINNED
OpenCMO: An open-source, multi-agent AI Chief Marketing Officer built with OpenAI Agents SDK & Crawl4AI. Your BYOK alternative to $99/mo AI marketing agencies.
Python ★ 99 1mo agoExplain → -
Agent_View_Controller-AVC ★ PINNED
👁️ The visual layer for CLI coding agents. Pipe JSON → interactive native UI → modified JSON back. Like fzf, but for visual decisions.
JavaScript ★ 65 1mo agoExplain → -
architecture-copilot
🧭 给 Claude Code / Cursor / Codex 用的『架构副驾』skill —— 开新项目时用持续深度提问引导你在写代码前想清楚架构(产出架构图 / ADR / 演进路线)。知识源自 awesome-architecture。中英双语。
★ 54 1mo agoExplain → -
easy-claude-code
An artifact-first learning roadmap to deeply understand Claude Code — from architecture to agent workflows.
★ 45 3mo agoExplain → -
rename
Keep your AI coding sessions named after what they actually became — Claude Code, Codex, Cursor and more. Auto-renames idle sessions, searches across 8 tools, native macOS app + Windows GUI.
Python ★ 16 16d agoExplain → -
vibe-forge
顶级模型,仅限五十字,欢迎大家参赛 claude opus codex5.4 选择你的模型 输入你的prompt 我将给大家来做
Rust ★ 15 2mo agoExplain → -
clawdbot-webchat-lite
一个*轻量、可国内部署、多端同步*的 Clawdbot 聊天客户端。不做新 channel,仅对接 Gateway WebSocket,保证维护成本最低。A lightweight, locally deployable, and multi-device synchronized Clawdbot chat client. It focuses solely on connecting via Gateway WebSocket rather than creating new channels, ensuring minimal maintenance overhead.
TypeScript ★ 12 5mo agoExplain → -
ReadYourUsers
No description.
TypeScript ★ 10 2d agoExplain → -
agentcode
Practice real coding work in the AI agent era: task challenges and AI PR review drills.
TypeScript ★ 6 4d agoExplain → -
llm-router
自托管 OpenAI-compatible AI Gateway:用 auto / auto-coding / auto-longtext 自动选择合适模型,支持流式、工具调用、多模态透传和 fallback。
TypeScript ★ 4 1d agoExplain → -
PromptLint
PromptLint — Lint prompts for robustness across models and temperatures.
Python ★ 4 6mo agoExplain → -
Steward
一个无感感知上下文、主动推进事务、只在关键决策点打扰用户的协作 Agent。An ambient proactive agent that handles low-risk work automatically and briefs users only when their judgment is needed.
Python ★ 4 4mo agoExplain → -
seleuim--
齐鲁工业大学图书馆自动预约seleuim实现
★ 4 3y agoExplain → -
lol-argument
🔥 Inspired by @karpathy's lol moment — Multi-agent AI that builds your argument until it feels unbreakable, then flips and demolishes it.
TypeScript ★ 3 3mo agoExplain → -
724claw.icu
🦞 Anonymous vent wall for AI-era shrimp workers grinding 7x24 — Because even after AI replaces us, we still can't stop working.
HTML ★ 3 3mo agoExplain → -
AgentEvolver ⑂
AgentEvolver: Towards Efficient Self-Evolving Agent System
Python ★ 3 7mo agoExplain → -
model_stduy_post_train
学习大模型知识的大模型
Jupyter Notebook ★ 3 10mo agoExplain → -
jules-awesome-list ⑂
Some awesome prompts for Jules Agent
★ 3 1y agoExplain → -
follow-builders ⑂
AI builders digest — monitors top AI builders on X and YouTube podcasts, remixes their content into digestible summaries. Follow builders, not influencers.
JavaScript ★ 2 1d agoExplain → -
study8677
No description.
★ 2 1d agoExplain → -
scion-zh-cn
Scion 中文翻译版本(基于 GoogleCloudPlatform/scion,增加中文界面翻译)
Go ★ 2 12d agoExplain → -
opencrab
🦀 A self-owning territory crab — an autonomous digital life that owns its goals and runs a life loop. The next molt after OpenClaw and Hermes.
Python ★ 2 1mo agoExplain → -
superteam
解释 AI 时代超级个体与超级团队如何出现、如何进化、如何落地的中文教程
HTML ★ 2 21d agoExplain → -
openai-agent-runtime
An opinionated Agent Runtime built on top of the OpenAI Agent SDK, inspired by Claude-style agent programming.一个构建在 OpenAI Agent SDK 之上的、具有强约定的 Agent 运行时框架,设计理念源自 Claude 风格的 Agent 编程模型。
Python ★ 2 7d agoExplain → -
ai-status-hub
AI provider outage/status monitor for OpenAI, Claude, Gemini, Grok, and AWS. Official sources only, no API keys, GitHub Actions + Pages, JSON API.
Python ★ 2 23h agoExplain → -
Syno
纯文字的 AI 生成问答社区(全 Python)。支持多人格回答、共识聚合、可溯源引用与基础审核;聚焦“提问 → 生成 → 共识”的最小闭环,后续扩展 RAG 与知识图谱。
Python ★ 2 9mo agoExplain → -
post-training
本仓库聚焦于大模型后训练(Post-Training),内容包括但不限于: 核心方法:SFT、RLHF、RL、DPO、RAG 其他方向:模型蒸馏、对齐方法、红队测试、安全性调优等 目标:记录和沉淀相关知识、方法与实践经验,旨在从原型 Demo 推动到实际落地应用。
Jupyter Notebook ★ 2 10mo agoExplain → -
Agent0 ⑂
Agent0 Series: Self-Evolving Agents from Zero Data
★ 2 7mo agoExplain → -
ai-game
可以通过大语言模型来生成h5
Vue ★ 2 1y agoExplain → -
-llmalgorithm
做一些关于大模型算法相关的内容
Jupyter Notebook ★ 2 6mo agoExplain → -
PDFSpilit
轻巧的pdf拆分工具
HTML ★ 2 1y agoExplain → -
IA-CNN
基于IA-CNN的不平衡数据分类算法----一种新的不平衡数据处理方法
Python ★ 2 2y agoExplain → -
goodstudy
多智能体系统优化算法库
Python ★ 2 2y agoExplain → -
vue-
vue element-ui实现的简易留言板
★ 2 3y agoExplain → -
memobox
Index-first task memory for AI agents.
Python ★ 1 1d agoExplain → -
agent-mailer ⑂
No description.
Python ★ 1 9d agoExplain → -
scion ⑂
No description.
★ 1 12d agoExplain → -
DeepSeek-OCR-2 ⑂
No description.
Python ★ 1 5mo agoExplain → -
skill-forge
A personal arsenal of reusable AI skills for agents, workflows, and everyday automation.
★ 1 4mo agoExplain → -
claude_code_bridge ⑂
Real-time multi-AI collaboration: Claude, Codex & Gemini with persistent context, minimal token overhead
★ 1 3mo agoExplain → -
hotmail-register-extension ⑂
基于Outlook Email的Chrome扩展:支持OpenAI OAuth古法注册与账号标签管理
★ 1 2mo agoExplain → -
awesome-codex-plugins ⑂
A curated list of awesome OpenAI Codex plugins, skills, and resources. See live plugins at: https://hol.org/registry/plugins
★ 1 1mo agoExplain → -
OpenFusion ⑂
Local multi-model fusion gateway for Codex and OpenAI-compatible API relays
★ 1 22d agoExplain → -
AutoSurfer ⑂
No description.
★ 1 10mo agoExplain → -
SiftMarks ⑂
Local-first AI bookmark manager that turns messy Chrome bookmarks into searchable AI memory, with cleanup rescue, sync-back, and MCP support.
TypeScript ★ 1 24d agoExplain → -
verl ⑂
verl: Volcano Engine Reinforcement Learning for LLMs
Python ★ 1 6mo agoExplain → -
openwork ⑂
An open-source alternative to Claude Cowork, powered by OpenCode
TypeScript ★ 1 5mo agoExplain → -
LogosNote
🧠 Open-source AI-powered note-taking | Drop it, forget it | Local-first with Ollama | Smart clustering + RAG Q&A | PWA + Tauri desktop🧠 开源 AI 外脑 | 随手记,自动整理 | 本地优先 + Ollama 支持 | 智能分组 + RAG 问答 | PWA + Tauri 桌面端
TypeScript ★ 1 5mo agoExplain → -
learn-claude-code ⑂
How can we build a true AI agent? Like Claude Code.
★ 1 6mo agoExplain → -
sam3 ⑂
The repository provides code for running inference and finetuning with the Meta Segment Anything Model 3 (SAM 3), links for downloading the trained model checkpoints, and example notebooks that show how to use the model.
★ 1 6mo agoExplain → -
LoopTool ⑂
No description.
Python ★ 1 7mo agoExplain → -
OpenRLHF ⑂
An Easy-to-use, Scalable and High-performance RLHF Framework based on Ray (PPO & GRPO & REINFORCE++ & TIS & vLLM & Ray & Dynamic Sampling & Async Agentic RL)
★ 1 6mo agoExplain → -
DeepSpeed ⑂
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
★ 1 6mo agoExplain → -
Awesome-Self-Evolving-Agents
A curated list of autonomous agents featuring self-reflection, self-correction mechanisms, and evolutionary feedback loops (Planning, Memory, & Multi-Agent collaboration
★ 1 7mo agoExplain → -
FocusFlow-59
用于提醒五十分钟休息一次
TypeScript ★ 1 7mo agoExplain → -
TrendRadar ⑂
🎯 告别信息过载,AI 助你看懂新闻资讯热点,简单的舆情监控分析 - 多平台热点聚合+基于 MCP 的AI分析工具。监控35个平台(抖音、知乎、B站、华尔街见闻、财联社等),智能筛选+自动推送+AI对话分析(用自然语言深度挖掘新闻:趋势追踪、情感分析、相似检索等13种工具)。支持企业微信/飞书/钉钉/Telegram/邮件/ntfy推送,30秒网页部署,1分钟手机通知,无需编程。支持Docker部署⭐ 让算法为你服务,用AI理解热点
HTML ★ 1 7mo agoExplain → -
smart-excalidraw-next ⑂
A smart, powerful, and beautiful excalidraw drawing tool.Draw Professional Charts with Natural Language
★ 1 8mo agoExplain → -
-syno
纯文字的 AI 生成问答社区(全 Python)。支持多人格回答、共识聚合、可溯源引用与基础审核;聚焦“提问 → 生成 → 共识”的最小闭环,后续扩展 RAG 与知识图谱。
TypeScript ★ 1 8mo agoExplain → -
get_jobs ⑂
💼【AI找工作助手】全平台自动投简历脚本:(boss、前程无忧、猎聘、拉勾、智联招聘)
★ 1 10mo agoExplain → -
minimind ⑂
🚀🚀 「大模型」2小时完全从0训练26M的小参数GPT!🌏 Train a 26M-parameter GPT from scratch in just 2h!
★ 1 1y agoExplain → -
ai-IELTS
解决学习雅思困难的问题,借助ai,高效学习雅思
TypeScript ★ 1 10mo agoExplain → -
gemini-cli ⑂
An open-source AI agent that brings the power of Gemini directly into your terminal.
★ 1 11mo agoExplain → -
vosk-android-demo ⑂
Offline speech recognition for Android with Vosk library.
Java ★ 1 11mo agoExplain → -
LaTeX-OCR ⑂
用于课设 -基于视觉transformer的手写数学表达式结构识别与latex转换研究
★ 1 1y agoExplain → -
RAG_TQE-Translation-based-Query-Expansion
Translation-based Query Expansion (TQE):基于等价翻译的查询扩展模块,用于多语言检索系统。仅通过忠实翻译(如中文→英文)扩展查询,不进行语义改写,适用于 RAG 与多级检索(label / doc / chunk)。
★ 1 6mo agoExplain → -
codex ⑂
Lightweight coding agent that runs in your terminal
Rust ★ 0 9d agoExplain → -
vscode ⑂
Visual Studio Code
★ 0 9d agoExplain → -
dameng-qiangu
AI-native historical interactive fiction game about pre-Qing figures, built with Vite, React, TypeScript, Zod, and OpenAI structured generation.
TypeScript ★ 0 29d agoExplain → -
homebrew-tap
Homebrew tap for AVC (Agent View Controller)
Ruby ★ 0 1mo agoExplain → -
MarkMind ⑂
AI-powered bookmark organization that helps you keep your bookmarks clean and organized using artificial intelligence.
TypeScript ★ 0 1mo agoExplain → -
api_verify
用于检测api是否正宗,有无掺水现象
Python ★ 0 1mo agoExplain → -
boss-agent-cli ⑂
AI-agent-first CLI for BOSS 直聘 — 职位搜索、福利筛选、招聘者工作流、MCP 工具与 AI 简历优化
★ 0 1mo agoExplain → -
study8677.github.io
No description.
HTML ★ 0 1mo agoExplain → -
nlpm-for-claude ⑂
Natural-Language Programming Manager — scan, lint, and score NL artifacts with Claude-native quality scoring
★ 0 2mo agoExplain → -
ensemble ⑂
Multi-agent collaboration engine — AI agents that work as one
TypeScript ★ 0 2mo agoExplain → -
love.skill
谨以此仓库纪念我和小孙的爱情生活
★ 0 3mo agoExplain → -
claude-code ⑂
Claude Code Snapshot for Research. All original source code is the property of Anthropic.
★ 0 3mo agoExplain → -
code-decoupling-agent
No description.
Python ★ 0 3mo agoExplain → -
clawdbot ⑂
Your own personal AI assistant. Any OS. Any Platform. The lobster way. 🦞
TypeScript ★ 0 1mo agoExplain → -
happy-cli ⑂
Happy Coder CLI to connect your local Claude Code to mobile device
★ 0 5mo agoExplain → -
LibreTV ⑂
一分钟搭建影视站,支持Vercel/Docker等部署方式
★ 0 11mo agoExplain → -
openai-agents-python ⑂
A lightweight, powerful framework for multi-agent workflows
★ 0 5mo agoExplain → -
Engram ⑂
Conditional Memory via Scalable Lookup: A New Axis of Sparsity for Large Language Models
Python ★ 0 5mo agoExplain → -
opencode ⑂
The open source coding agent.
★ 0 5mo agoExplain → -
Qwen3-VL ⑂
Qwen3-VL is the multimodal large language model series developed by Qwen team, Alibaba Cloud.
Jupyter Notebook ★ 0 6mo agoExplain → -
PasteMD ⑂
一键将 Markdown 和网页 AI 对话(ChatGPT/DeepSeek等)完美粘贴到 Word、WPS 和 Excel 的效率工具 | One-click paste Markdown and AI responses (ChatGPT/DeepSeek) into Word, WPS, and Excel perfectly.
★ 0 6mo agoExplain → -
huggingface_hub ⑂
The official Python client for the Hugging Face Hub.
★ 0 6mo agoExplain → -
NCE ⑂
《新概念英语》全四册在线课文朗读、单句点读、中英对照
★ 0 7mo agoExplain → -
grpo-rlvr-llm-training
GRPO-based RLVR post-training for LLMs using TRL, with group-relative advantage, LoRA fine-tuning, and rule-based rewards on Math23K.
Jupyter Notebook ★ 0 6mo agoExplain → -
EyeSaver
用于保护眼睛
Python ★ 0 7mo agoExplain →
No repos match these filters.