把复杂问题拆到不可再拆的基本事实或约束,只从这些“不可否认的底层事实”出发进行推理,而不依赖经验、类比或既有结论。
awesome-architecture. 🧭 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.
1.8krepobrain. 🧠 RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.
1.3kReadme.skill. 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.
154OpenCMO. 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.
99Agent_View_Controller-AVC. 👁️ The visual layer for CLI coding agents. Pipe JSON → interactive native UI → modified JSON back. Like fzf, but for visual decisions.
66architecture-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。
50easy-claude-code. An artifact-first learning roadmap to deeply understand Claude Code — from architecture to agent workflows.
45rename. 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.
16vibe-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
15clawdbot-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.
12ReadYourUsers. TypeScript
10PromptLint. PromptLint — Lint prompts for robustness across models and temperatures.
4seleuim--. 齐鲁工业大学图书馆自动预约seleuim实现
4Steward. 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.
4llm-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。
4agentcode. Practice real coding work in the AI agent era: task challenges and AI PR review drills.
4model_stduy_post_train. 学习大模型知识的大模型
3AgentEvolver. AgentEvolver: Towards Efficient Self-Evolving Agent System
3724claw.icu. 🦞 Anonymous vent wall for AI-era shrimp workers grinding 7x24 — Because even after AI replaces us, we still can't stop working.
3goodstudy. 多智能体系统优化算法库
2ai-game. 可以通过大语言模型来生成h5
2post-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。
2study8677.
2-llmalgorithm. 做一些关于大模型算法相关的内容
2Syno. 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。
2IA-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
2PDFSpilit. 轻巧的pdf拆分工具
2vue-. vue element-ui实现的简易留言板
2openai-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。
2lol-argument. 🔥 Inspired by @karpathy's lol moment — Multi-agent AI that builds your argument until it feels unbreakable, then flips and demolishes it.
2scion-zh-cn. Scion 中文翻译版本(基于 GoogleCloudPlatform/scion,增加中文界面翻译)
2opencrab. 🦀 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.
2ai-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.
2superteam. 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
2FocusFlow-59. 用于提醒五十分钟休息一次
1Awesome-Self-Evolving-Agents. A curated list of autonomous agents featuring self-reflection, self-correction mechanisms, and evolutionary feedback loops (Planning, Memory, & Multi-Agent collaboration
1ai-IELTS. 解决学习雅思困难的问题,借助ai,高效学习雅思
1-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。
1RAG_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)。
1LogosNote. 🧠 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
1skill-forge. A personal arsenal of reusable AI skills for agents, workflows, and everyday automation.
1