12-day current streak·14-day longest streak
AI不止语 做 AI 工具,也讲 AI 实战。 公众号 / 抖音 / 视频号同名 AI不止语,X(Twitter)@jnMetaCode —— 聊 AI 编程、Agent、工具实战。 --- 🚀 在做的项目 让 AI 真正会干活:给它专家角色、教它工作方法、帮你一句话调度、再配上本地记忆和眼睛。 | 项目 | 它能帮你干嘛 | | |------|------------|---| |…
AI不止语
做 AI 工具,也讲 AI 实战。
公众号 / 抖音 / 视频号同名 AI不止语,X(Twitter)@jnMetaCode —— 聊 AI 编程、Agent、工具实战。
---
🚀 在做的项目
让 AI 真正会干活:给它专家角色、教它工作方法、帮你一句话调度、再配上本地记忆和眼睛。
| 项目 | 它能帮你干嘛 | |
|------|------------|---|
| agency-agents-zh | 215 个即插即用的 AI 专家:产品 / 架构 / 营销 / 小红书 / 抖音运营,拿来就用 | ⭐ 14.7k |
| superpowers-zh | 教 AI 怎么把活干好:TDD、调试、代码审查等工作方法,装上就生效 | ⭐ 5.2k |
| agency-orchestrator | 一句话 → 多个 AI 专家自动接力,几分钟出完整方案(9 家大模型,6 家免费) | ⭐ 1.3k |
| local-agent-toolkit | 给 agent 配上记忆 + 技能管理 + 运行追踪,全在本地、数据不出电脑 | 🆕 |
🛠️ local-agent-toolkit · 本地三件套
> agent 最缺的三样东西,各做一个小工具。单独用也行,一起用更强。
> 都是 npx 一条命令就跑,不在你电脑里装一堆东西;想全装,Claude Code 里一条命令搞定。
| 工具 | 解决什么问题 | 单独试一下 |
|---|---|---|
| 🧠 engram | 记忆:让 AI 记住你的笔记和决定,带出处回答,而且越用越准 | npx @jnmetacode/engram ingest ~/notes |
| 🍳 skillet | 技能:像 npm 一样给 agent 装技能,一条命令(在线技能库) | npx @jnmetacode/skillet add pdf |
| 🔭 tracelet | 眼睛:实时看 AI 每步干了啥、花了多少钱,像浏览器的 Network 面板 | npx @jnmetacode/tracelet |
> 想一次全装(在 Claude Code 里):/plugin marketplace add jnMetaCode/local-agent-toolkit
📖 教程 · 创作
- ai-coding-guide — AI 编程实战指南:66 个 Claude Code 技巧 + 9 款工具最佳实践
- ai-coding-trilogy — AI 编程三卷书(入门 / 工作流 / 架构,中英双语 PDF)
- ai-shortfilm-prompts — AI 短片《丧尸清道夫》方法论 + 提示词(Sora / 可灵 / 即梦通用)
- shellward — AI 安全中间件:8 层防御 + 注入检测,零依赖
🌍 也在贡献
OpenClaw(260k+ ⭐)—— 错误分类、守护进程可靠性、Ollama 集成等多个 PR。
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💼 合作 / 赞助:[email protected] | TypeScript · Python · Node.js · AI / LLM · MCP
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agency-agents-zh
🎭 266 个即插即用的 AI 专家角色 — 支持 Hermes Agent/Claude Code/Cursor/Copilot 等 18 种工具,覆盖工程/设计/营销/金融等 20 个部门。含 50 个中国市场原创智能体(小红书/抖音/微信/飞书/钉钉等)。搭配编排器 agency-orchestrator,一句话即可让多位专家按 DAG 自动协作。
Shell ★ 15k 1d agoExplain → -
superpowers-zh
🦸 AI 编程超能力 · 中文增强版 — superpowers(116k+ ⭐)完整汉化 + 6 个中国原创 skills,让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活
JavaScript ★ 5.7k 1d agoExplain → -
agency-orchestrator
🚀 One sentence → multi-AI-role collaboration → complete plan in minutes. Built on the agency-agents role library (216+ experts), zero-code YAML, web Studio + desktop app, 10 LLM providers (7 free). 基于 agency-agents 专家库,一句话调度多个 AI 专家自动协作,几分钟交付完整方案。
TypeScript ★ 1.4k 1d agoExplain → -
ai-coding-guide
AI 编程工具实战指南 — 66 个 Claude Code 技巧 + 9 款工具最佳实践 + 可复制配置模板 | AI Coding Tools Guide with 66 Claude Code tips
CSS ★ 408 1d agoExplain → -
ai-shortfilm-prompts
Methodology + prompts + Claude Code Skill behind Zombie Scavenger by Mx-Shell — the AI short PJ Ace called "one of the best short films I've seen in years." Works with Sora · Kling · Veo · Seedance.
Python ★ 189 1d agoExplain → -
shellward
AI Agent Security Middleware — 8-layer defense, DLP data flow, prompt injection detection, zero dependencies. SDK + MCP server for Claude Code, Cursor, LangChain, Hermes Agent & more.
TypeScript ★ 112 15h agoExplain → -
ai-coding-trilogy
AI 编程实战三卷书 · The Complete Guide to AI Coding · Volume I 入门 / II 工作流 / III 架构 · 中英双语 PDF · 个人免费阅读 · 商业授权请联系作者
★ 73 1d agoExplain → -
awesome-ai-aigc-chinese
🤖 精心整理的AI和AIGC相关资源清单 - 中文版
★ 12 10mo agoExplain → -
codepet
码宠 CodePet — 桌面养成桌宠:你写代码/用 AI 编程,它就涨经验、升级、换状态、跳舞。全本地、隐私优先、开源。
JavaScript ★ 7 4d agoExplain → -
agency-agents-pt-BR
184 plug-and-play AI agent personas em Português brasileiro — tradução completa do agency-agents
Shell ★ 7 27d agoExplain → -
ai-coding-101
AI 编程从入门到精通 | The Complete Guide to AI-Assisted Coding — 中英双语
★ 6 3mo agoExplain → -
local-agent-toolkit
A local-first, MCP-native toolkit for building AI agents: engram (memory) + skillet (skills) + tracelet (tracing). One runnable end-to-end recipe.
★ 5 7d agoExplain → -
agency-agents ⑂
A complete AI agency at your fingertips - From frontend wizards to Reddit community ninjas, from whimsy injectors to reality checkers. Each agent is a specialized expert with personality, processes, and proven deliverables.
Shell ★ 4 2mo agoExplain → -
available-domains
Batch domain availability checker with DNS + API validation. Supports custom rules, resume, and GUI.
Python ★ 4 1y agoExplain → -
agency-agents-ru
184 plug-and-play AI agent personas на русском языке — Russian translation of agency-agents
Shell ★ 3 27d agoExplain → -
jnMetaCode
Profile README
★ 2 7d agoExplain → -
agency-agents-ko
184 plug-and-play AI agent personas in Korean (한국어) — Korean translation of agency-agents
Shell ★ 2 27d agoExplain → -
awesome-claude-md
CLAUDE.md 最佳实践集合 | Curated CLAUDE.md best practices — 20 templates, bilingual (中/EN)
★ 2 3mo agoExplain → -
ai-ui-design
AI 驱动的 UI 设计指南 | AI-Powered UI Design Patterns & Prompts — 中英双语
JavaScript ★ 2 3mo agoExplain → -
PraisonAI ⑂
PraisonAI is a production-ready Multi AI Agents framework, designed to create AI Agents to automate and solve problems ranging from simple tasks to complex challenges. It provides a low-code solution to streamline the building and management of multi-agent LLM systems, emphasising simplicity, customisation, and effective human-agent collaboration.
★ 2 3mo agoExplain → -
skillet
skillet — a package manager for AI agent skills (SKILL.md). Find, install, version & share skills from a Git-backed registry. Zero infra, MCP-native, reproducible.
JavaScript ★ 1 8d agoExplain → -
engram
engram — your local, private memory layer. Index notes, PDFs & docs, then recall anything with citations + temporal reasoning. 100% local, zero deps, MCP-native.
JavaScript ★ 1 8d agoExplain → -
tracelet
tracelet — local-first DevTools for AI agents. Point any OpenTelemetry exporter at localhost and watch the execution tree (LLM calls, tools, prompts, tokens) live. Zero deps, no account, no Docker.
JavaScript ★ 1 10d agoExplain → -
claude-code-sourcemap ⑂
No description.
★ 1 2mo agoExplain → -
twenty ⑂
Building a modern alternative to Salesforce, powered by the community.
★ 1 2mo agoExplain → -
openclaw ⑂
Contributing to OpenClaw (260k+ stars) — error classification, daemon reliability, CI automation
★ 1 3mo agoExplain → -
atomic-agents ⑂
Building AI agents, atomically
★ 0 3mo agoExplain → -
awesome-claude-skills-1 ⑂
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows — particularly Claude Code
★ 0 16d agoExplain → -
agency-agents-ar
184 plug-and-play AI agent personas in Arabic (العربية) — Arabic translation of agency-agents
Shell ★ 0 27d agoExplain → -
agency-agents-id
184 plug-and-play AI agent personas dalam Bahasa Indonesia — Indonesian translation of agency-agents
Shell ★ 0 27d agoExplain → -
oh-my-claudecode ⑂
Teams-first Multi-agent orchestration for Claude Code
★ 0 2mo agoExplain → -
OpenViking ⑂
OpenViking is an open-source context database designed specifically for AI Agents(such as openclaw). OpenViking unifies the management of context (memory, resources, and skills) that Agents need through a file system paradigm, enabling hierarchical context delivery and self-evolving.
★ 0 3mo agoExplain → -
system-design-primer ⑂
Learn how to design large-scale systems. Prep for the system design interview. Includes Anki flashcards.
★ 0 3mo agoExplain → -
Claude-Code-Game-Studios ⑂
Turn Claude Code into a full game dev studio — 49 AI agents, 72 workflow skills, and a complete coordination system mirroring real studio hierarchy.
★ 0 2mo agoExplain → -
claw-code ⑂
The repo is finally unlocked. enjoy the party! The fastest repo in history to surpass 100K stars ⭐. Join Discord: https://discord.gg/5TUQKqFWd Built in Rust using oh-my-codex.
★ 0 2mo agoExplain → -
rustdesk ⑂
An open-source remote desktop application designed for self-hosting, as an alternative to TeamViewer.
★ 0 2mo agoExplain → -
caveman ⑂
🪨 why use many token when few token do trick — Claude Code skill that cuts 65% of tokens by talking like caveman
★ 0 2mo agoExplain → -
skills ⑂
Public repository for Agent Skills
★ 0 2mo agoExplain → -
career-ops ⑂
AI-powered job search system built on Claude Code. 14 skill modes, Go dashboard, PDF generation, batch processing.
★ 0 2mo agoExplain → -
freeCodeCamp ⑂
freeCodeCamp.org's open-source codebase and curriculum. Learn math, programming, and computer science for free.
★ 0 2mo agoExplain → -
onyx ⑂
Open Source AI Platform - AI Chat with advanced features that works with every LLM
★ 0 2mo agoExplain → -
Deep-Live-Cam ⑂
real time face swap and one-click video deepfake with only a single image
★ 0 3mo agoExplain → -
awesome-ai-devtools ⑂
Curated list of AI-powered developer tools.
★ 0 2mo agoExplain → -
awesome-copilot ⑂
Community-contributed instructions, agents, skills, and configurations to help you make the most of GitHub Copilot.
★ 0 2mo agoExplain → -
awesome-cursorrules ⑂
📄 Configuration files that enhance Cursor AI editor experience with custom rules and behaviors
★ 0 2mo agoExplain → -
awesome-generative-ai ⑂
A curated list of modern Generative Artificial Intelligence projects and services
★ 0 2mo agoExplain → -
Awesome-AITools ⑂
Collection of AI-related utilities. Welcome to submit pull requests /收藏AI相关的实用工具,欢迎提交pull requests
★ 0 2mo agoExplain → -
awesome-ai-tools ⑂
A curated list of Artificial Intelligence Top Tools
★ 0 2mo agoExplain → -
gstack ⑂
Use Garry Tan's exact Claude Code setup: 15 opinionated tools that serve as CEO, Designer, Eng Manager, Release Manager, Doc Engineer, and QA
★ 0 2mo agoExplain → -
generative_agents ⑂
Generative Agents: Interactive Simulacra of Human Behavior
★ 0 1y agoExplain → -
awesome-claude-code ⑂
A curated list of awesome skills, hooks, slash-commands, agent orchestrators, applications, and plugins for Claude Code by Anthropic
Python ★ 0 2mo agoExplain → -
agno ⑂
Build, run, manage agentic software at scale.
★ 0 3mo agoExplain → -
superpowers ⑂
An agentic skills framework & software development methodology that works.
★ 0 3mo agoExplain → -
awesome-cybersecurity-agentic-ai ⑂
No description.
★ 0 3mo agoExplain → -
awesome-claude-skills-2 ⑂
A curated list of Claude Skills.
★ 0 3mo agoExplain → -
awesome-claude-skills ⑂
A curated list of awesome Claude Skills, resources, and tools for customizing Claude AI workflows
Python ★ 0 3mo agoExplain → -
agent-framework ⑂
A framework for building, orchestrating and deploying AI agents and multi-agent workflows with support for Python and .NET.
★ 0 3mo agoExplain → -
hindsight ⑂
Hindsight: Agent Memory That Learns
★ 0 3mo agoExplain → -
awesome-mcp-security ⑂
🔥🔒 Awesome MCP (Model Context Protocol) Security 🖥️
★ 0 3mo agoExplain → -
AstrBot ⑂
Agentic IM Chatbot infrastructure that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨
★ 0 3mo agoExplain → -
hermes-agent ⑂
The agent that grows with you
★ 0 3mo agoExplain → -
deer-flow ⑂
An open-source SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skills and subagents, it handles different levels of tasks that could take minutes to hours.
★ 0 3mo agoExplain → -
browser ⑂
Lightpanda: the headless browser designed for AI and automation
★ 0 3mo agoExplain → -
awesome-openclaw-skills ⑂
The awesome collection of OpenClaw skills. 5,400+ skills filtered and categorized from the official OpenClaw Skills Registry.🦞
★ 0 3mo agoExplain → -
awesome-openclaw-1 ⑂
Curated awesome list for OpenClaw (formerly Moltbot/Clawdbot): skills, plugins, memory systems, MCP tools, deployment stacks, ecosystem platforms, and developer tooling.
★ 0 3mo agoExplain → -
awesome-mcp-servers-2 ⑂
Awesome MCP Servers - A curated list of Model Context Protocol servers
★ 0 3mo agoExplain → -
awesome-mcp-servers-1 ⑂
A collection of MCP servers.
★ 0 2mo agoExplain → -
awesome-mcp-servers ⑂
A curated list of Model Context Protocol (MCP) servers
★ 0 6mo agoExplain → -
Awesome-LM-SSP ⑂
A reading list for large models safety, security, and privacy (including Awesome LLM Security, Safety, etc.).
★ 0 3mo agoExplain → -
awesome-ai-agents ⑂
A list of AI autonomous agents
★ 0 2mo agoExplain → -
awesome-prompt-injection ⑂
Learn about a type of vulnerability that specifically targets machine learning models
★ 0 3mo agoExplain → -
awesome-ai-security-1 ⑂
A collection of awesome resources related AI security
★ 0 3mo agoExplain → -
Awesome-AI-Security ⑂
:file_folder: #AISecurity
★ 0 3mo agoExplain → -
awesome-claude-plugins ⑂
A curated list of Plugins that let you extend Claude Code with custom commands, agents, hooks, and MCP servers through the plugin system.
JavaScript ★ 0 3mo agoExplain → -
awesome-llm-security ⑂
A curation of awesome tools, documents and projects about LLM Security.
★ 0 3mo agoExplain → -
awesome-openclaw ⑂
No description.
★ 0 3mo agoExplain → -
awesome-claw ⑂
A curated list of the OpenClaw family — the open-source AI agent ecosystem. From the 150K-star original to IoT chips, Rust frameworks, and security tooling.
★ 0 3mo agoExplain → -
vllm ⑂
A high-throughput and memory-efficient inference and serving engine for LLMs
★ 0 3mo agoExplain → -
GitNexus ⑂
GitNexus: The Zero-Server Code Intelligence Engine - GitNexus is a client-side knowledge graph creator that runs entirely in your browser. Drop in a GitHub repo or ZIP file, and get an interactive knowledge graph wit a built in Graph RAG Agent. Perfect for code exploration
TypeScript ★ 0 3mo agoExplain → -
Guardrails ⑂
NeMo Guardrails is an open-source toolkit for easily adding programmable guardrails to LLM-based conversational systems.
★ 0 3mo agoExplain → -
agents ⑂
A framework for building realtime voice AI agents 🤖🎙️📹
★ 0 3mo agoExplain → -
ChatTTS ⑂
A generative speech model for daily dialogue.
★ 0 2mo agoExplain → -
unsloth ⑂
Fine-tuning & Reinforcement Learning for LLMs. 🦥 Train OpenAI gpt-oss, DeepSeek, Qwen, Llama, Gemma, TTS 2x faster with 70% less VRAM.
★ 0 3mo agoExplain → -
ollama-python ⑂
Ollama Python library
★ 0 3mo agoExplain → -
qdrant-client ⑂
Python client for Qdrant vector search engine
★ 0 3mo agoExplain → -
txtai ⑂
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
★ 0 3mo agoExplain → -
LlamaFactory ⑂
Unified Efficient Fine-Tuning of 100+ LLMs & VLMs (ACL 2024)
★ 0 3mo agoExplain → -
MetaGPT ⑂
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
★ 0 3mo agoExplain → -
OpenHands ⑂
🙌 OpenHands: AI-Driven Development
★ 0 3mo agoExplain → -
mem0 ⑂
Universal memory layer for AI Agents
★ 0 3mo agoExplain → -
langflow ⑂
Langflow is a powerful tool for building and deploying AI-powered agents and workflows.
★ 0 3mo agoExplain → -
ragflow ⑂
RAGFlow is a leading open-source Retrieval-Augmented Generation (RAG) engine that fuses cutting-edge RAG with Agent capabilities to create a superior context layer for LLMs
★ 0 3mo agoExplain → -
khoj ⑂
Your AI second brain. Self-hostable. Get answers from the web or your docs. Build custom agents, schedule automations, do deep research. Turn any online or local LLM into your personal, autonomous AI (gpt, claude, gemini, llama, qwen, mistral). Get started - free.
★ 0 3mo agoExplain → -
mindsdb ⑂
Query Engine for AI Analytics: Build self-reasoning agents across all your live data
★ 0 3mo agoExplain → -
camel ⑂
🐫 CAMEL: The first and the best multi-agent framework. Finding the Scaling Law of Agents. https://www.camel-ai.org
★ 0 3mo agoExplain → -
letta ⑂
Letta is the platform for building stateful agents: AI with advanced memory that can learn and self-improve over time.
★ 0 3mo agoExplain → -
litellm ⑂
Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, VLLM, NVIDIA NIM]
★ 0 3mo agoExplain → -
crewAI ⑂
Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.
★ 0 3mo agoExplain → -
haystack ⑂
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over retrieval, routing, memory, and generation. Built for scalable agents, RAG, multimodal applications, semantic search, and conversational systems.
★ 0 3mo agoExplain → -
guidance ⑂
A guidance language for controlling large language models.
★ 0 3mo agoExplain → -
transformers ⑂
🤗 Transformers: the model-definition framework for state-of-the-art machine learning models in text, vision, audio, and multimodal models, for both inference and training.
★ 0 3mo agoExplain → -
pydantic-ai ⑂
GenAI Agent Framework, the Pydantic way
★ 0 3mo agoExplain → -
llama_index ⑂
LlamaIndex is the leading document agent and OCR platform
★ 0 3mo agoExplain → -
langchain ⑂
The agent engineering platform
★ 0 3mo agoExplain → -
crawl4ai ⑂
🚀🤖 Crawl4AI: Open-source LLM Friendly Web Crawler & Scraper. Don't be shy, join here: https://discord.gg/jP8KfhDhyN
★ 0 3mo agoExplain → -
ell ⑂
A language model programming library.
★ 0 3mo agoExplain → -
outlines ⑂
Structured Outputs
★ 0 3mo agoExplain → -
dspy ⑂
DSPy: The framework for programming—not prompting—language models
★ 0 3mo agoExplain → -
smolagents ⑂
🤗 smolagents: a barebones library for agents that think in code.
★ 0 3mo agoExplain → -
browser-use ⑂
🌐 Make websites accessible for AI agents. Automate tasks online with ease.
★ 0 3mo agoExplain → -
gptme ⑂
Your agent in your terminal, equipped with local tools: writes code, uses the terminal, browses the web. Make your own persistent autonomous agent on top!
★ 0 3mo agoExplain → -
docling ⑂
Get your documents ready for gen AI
★ 0 3mo agoExplain → -
typescript-sdk ⑂
The official TypeScript SDK for Model Context Protocol servers and clients
★ 0 2mo agoExplain → -
ii-agent ⑂
II-Agent: a new open-source framework to build and deploy intelligent agents
★ 0 3mo agoExplain → -
cua ⑂
Open-source infrastructure for Computer-Use Agents. Sandboxes, SDKs, and benchmarks to train and evaluate AI agents that can control full desktops (macOS, Linux, Windows).
★ 0 3mo agoExplain → -
ag2 ⑂
AG2 (formerly AutoGen): The Open-Source AgentOS. Join us at: https://discord.gg/sNGSwQME3x
★ 0 24d agoExplain → -
mastra ⑂
From the team behind Gatsby, Mastra is a framework for building AI-powered applications and agents with a modern TypeScript stack.
★ 0 3mo agoExplain → -
ai ⑂
The AI Toolkit for TypeScript. From the creators of Next.js, the AI SDK is a free open-source library for building AI-powered applications and agents
★ 0 3mo agoExplain → -
WechatBot
WeChat Bot built with TypeScript
TypeScript ★ 0 3y agoExplain → -
everything-claude-code ⑂
Complete Claude Code configuration collection - agents, skills, hooks, commands, rules, MCPs. Battle-tested configs from an Anthropic hackathon winner.
★ 0 4mo agoExplain →
No repos match these filters.