# llm

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.

The agent that grows with you

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

f.k.a. Awesome ChatGPT Prompts. Share, discover, and collect prompts from the community. Free and open source — self-host for your organization with complete privacy.

Ollamaは、ChatGPTのようなAIモデルを自分のパソコン上で簡単に動かせるツールです。通常、AIモデルを使うにはクラウドサービスへの課金や複雑な環境構築が必要ですが、Ollamaを使えばたった1つのコマンドでGemma、DeepSe

🤗 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.

The context API to search, scrape, and interact with the web at scale. 🔥

User-friendly AI Interface (Supports Ollama, OpenAI API, ...)

Makes your AI agent think like the laziest senior dev in the room. The best code is the code you never wrote.

Reverse engineer anything with agents, from app behavior down to native binaries.

利用 AI 大模型和自动化工作流，根据主题或关键词一键生成高清短视频。Generate HD short videos from a topic or keyword with an automated AI workflow.

🌐 Make websites accessible for AI agents. Automate tasks online with ease.

🪨 why use many token when few token do trick. Viral skill + proxy for coding agents that cuts 65% of tokens by talking like a caveman.

TradingAgents: Multi-Agents LLM Financial Trading Framework

everything-claude-codeは、Claude CodeやCodex、Cursorなどの「AIコーディングアシスタント」の性能を最大限に引き出すための総合チューニングシステムです。28種類の専門エージェント（コードレビュー担当

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.

Local UI to run and train LLMs and diffusion models, including Qwen3.8, Kimi K3, MiniMax-H3, Gemma 4, DeepSeek-V4, FLUX and more.

Extracted system prompts from Anthropic - Claude Fable 5.1, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-6-Astra, Codex. Google - Gemini 3.8 Flash, 3.1 Pro, Antigravity. xAI - Grok, Grok Bot, Cursor, Kimi and more! Updated regularly.

LLM 驱动的多市场股票智能分析系统：多源行情、实时新闻、决策看板与自动推送，支持零成本定时运行。 LLM-powered multi-market stock analysis system with multi-source market data, real-time news, decision dashboard, automated notifications, and cost-free scheduled runs.

Learn it. Build it. Ship it for others.

The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts.🎯 告别信息过载，你的 AI 舆情监控助手与热点筛选工具！聚合多平台热点 + RSS 订阅，支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机，也支持接入 MCP 架构，赋能 AI 自然语言对话分析、情感洞察与趋势预测等。支持 Docker ，数据本地/云端自持。集成微信/飞书/钉钉/Telegram/邮件/ntfy/bark/slack 等渠道智能推送。

The best-benchmarked open-source AI memory system. And it's free.

CLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies

A hand-picked collection of the finest of resources for the most awesome of agents, Claude Code, the undisputed champion of coding companions, from the unstoppable team at Anthropic PBC. A delectable showcase of top tier skills, ambidextrous agents, scintillating status lines, top notch developer tooling, and also we have plugins

📚 《从零开始构建智能体》——从零开始的智能体原理与实践教程

A community-supported supercharged document management system: scan, index and archive all your documents

learn-claude-codeは、Anthropic社のClaude Codeというコーディングエージェントがどのような仕組みで動いているかを、12段階のレッスンで段階的に学べる教材リポジトリです。AIモデル（頭脳）そのものではなく、A

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 60-95% fewer tokens, same answers. Library, proxy, MCP server.

AirLLM 70B inference with single 4GB GPU

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative. ✨

📑 PageIndex: Document Index for Vectorless, Reasoning-based RAG

Hundreds of models & providers. One command to find what runs on your hardware.

The Frontend Stack for Agents & Generative UI. React, Angular, Mobile, Slack, and more. Makers of the AG-UI Protocol

DeepSeek-native AI coding agent for your terminal. Engineered around prefix-cache stability — leave it running.

Perplexicaは、インターネット上の情報をAIが読み取り、出典付きで正確な回答を返してくれるプライバシー重視の検索エンジンです。Googleのように検索するだけでなく、AIが内容を要約して「答え」を教えてくれるのが特徴で、情報源も一緒

LightRAGは、大量の文書をAIに読み込ませて「賢く質問に答えられる仕組み」を簡単に作れるツールです。従来のRAG（検索拡張生成：AIが質問に答える前に関連情報を検索して参照する技術）に加え、文書中の人物・組織・場所などの関係性を「知識

817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard · Works with Claude Code, GitHub Copilot, Codex CLI, Cursor, Gemini CLI & 20+ platforms · 29 security domains · Apache 2.0

Fully automatic censorship removal for language models

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and large-repo workflows.

🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with OpenTelemetry, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

Onyxは、ChatGPTのようなAIチャット機能を自分のサーバーに設置できるオープンソースのAIプラットフォームです。50種類以上の外部サービス（Google Drive、Slackなど）と接続し、社内の情報をAIが検索・要約してくれるR

Turn any technical book PDF into a Claude Code skill — ready to study, reference, and use while you work.

Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.

A lightweight, powerful framework for multi-agent workflows

"Vibe-Trading: Your Personal Trading Agent"

Coding agent for DeepSeek models that runs in your terminal

AgentScopeは、AIエージェント（人間の代わりに自律的にタスクをこなすAIプログラム）を簡単に作って動かせるPython製のフレームワークです。ReActエージェント、音声対話、ツール連携、記憶機能、計画立案、人間による介入、さらに

A list of free LLM inference resources accessible via API.

Privacy first, AI meeting assistant with 4x faster Parakeet/Whisper live transcription, speaker diarization, and Ollama summarization built on Rust. 100% local processing. no cloud required. Meetily (Meetly Ai -https://meetily.ai) is the #1 Self-hosted, Open-source Ai meeting note taker for macOS & Windows.

LLM inference server with continuous batching & SSD caching for Apple Silicon — managed from the macOS menu bar

TencentDB Agent Memory is a team-level memory hub for AI Agents — turning conversations, docs, and code into four reusable memory assets (Chat Memory, Skill, LLM-Wiki, Code-Graph) that are governed, shared, and equipped across agents and frameworks.

Agent Lightningは、AIエージェント（自律的にタスクをこなすAIプログラム）を強化学習（試行錯誤から学ぶ手法）で訓練するためのMicrosoft製ツールです。最大の特徴は、既存のAIエージェントのコードをほぼ変更せずに最適化で

generative-aiは、Google Cloudが提供する生成AI（文章・画像・音声などを自動で作り出すAI）の使い方を学べる公式サンプルコード集です。最新のGeminiモデルをはじめ、画像生成のImagen、音声認識のChirpなど

promptfooは、AIアプリ（ChatGPTのようなAIを使ったサービス）の品質チェックとセキュリティ検査を自動化するツールです。「この質問をしたらAIが正しく答えるか？」「悪意ある入力で情報が漏れないか？」といったテストを、設定ファイ

The most RAM efficient harness

Open-source AI coworker, with memory

《深入理解 AI Agent：设计原理与工程实践》（李博杰 著）开源主仓库：全书正文、编译版 PDF 与按章配套代码

Unity MCP acts as a bridge between AI assistants and your Unity Editor. Give your LLM tools to manage assets, control scenes, edit scripts, and automate tasks within Unity.

Automation foundation model for tiny devices: 2-bit, 8-29 MB, tool calls, structured extraction and embeddings on phones, wearables, smart homes, robots, cars and microcontrollers.

💻 vibe coding 2026 | Your first modern Coding course for beginners to master step by step.

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more

Talk to any LLM with hands-free voice interaction, voice interruption, and Live2D taking face running locally across platforms

LMCache: Supercharge Your LLM with the Fastest KV Cache Layer

Incremental engine for long horizon agents 🌟 Star if you like it!

Build an agent harness and control it end-to-end. Open-source SDK for production AI agents in Python & TypeScript - any model, any cloud.

AutoClip : AI-powered video clipping and highlight generation · 一款智能高光提取与剪辑的二创工具

Unlimited FREE AI coding. Connect Claude Code, Codex, Cursor, Cline, Copilot, Antigravity to FREE Claude/GPT/Gemini via 40+ providers. Auto-fallback, RTK -40% tokens, never hit limits.

Open SWEは、組織内部で使えるAIコーディングエージェント（プログラムを自動で書いてくれるAIアシスタント）を構築するためのオープンソースフレームワークです。SlackやLinear（タスク管理ツール）でAIに話しかけるだけで、AIが

Graph-Native Infrastructure for Context and Accountable AI Systems

Open-source All in One AI agent workspace. Run any agent — Claude Code, Codex — across your tools (100+ integrations + MCP), apps, browser, and files, with shared memory. Built-in models or BYOK.

AI 时代的伯克希尔：基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters' methodologies + multi-agent adversarial analysis.

A full-stack AI Red Teaming platform securing AI ecosystems via Agent Scan, Skills Scan, MCP scan, AI Infra scan and LLM jailbreak evaluation.

Turn your PC, Mac, or Linux box into an AI server. LLM inference, chat UI, voice, agents, workflows, RAG, and image generation.

🤖📐专为数学建模设计的 Agent & skills ,自动完成数学建模，生成一份完整的可以直接提交的论文。 An Agent Designed for Mathematical Modeling ,Automatically complete mathmodel and generate a complete paper ready for submission.

Fault-tolerant, highly scalable GPU orchestration, and a machine learning framework designed for training models with billions to trillions of parameters

TSP自托管、零运维的 A 股「选股 + 监控 + 回测」量化工作台 | LLM能力驱使策略定制+个股分析+复盘 | 自由接入第三方数据源与个性化扩展数据 | 个人开源

A straightforward method for training your LLM, from downloading data to generating text.

Supersetは、Claude CodeやOpenAI Codexなど複数のAIコーディングエージェント（自動でコードを書いてくれるAIツール）を同時並行で動かせる、macOS向けのデスクトップアプリです。通常、AIエージェントに作業を頼

AReaLは、AIモデルの「考える力（推論能力）」を強化学習（AIが試行錯誤しながら賢くなる手法）で鍛えるためのオープンソースのトレーニングシステムです。清華大学とアントグループが共同開発しており、完全非同期（複数の処理を待たずに同時並行で

A curated list of practical Codex skills for automating workflows across the Codex CLI and API.

GLM-5: From Vibe Coding to Agentic Engineering

mlx-vlmは、Mac上で画像・音声・動画を理解できるAI（Vision Language Model）を動かしたり、カスタマイズ（ファインチューニング）したりできるツールです。Apple独自のMLXフレームワーク（Apple Silic

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

TaxHackerは、レシートや請求書の写真・PDFをアップロードするだけで、AI（人工知能）が金額・日付・店名・税額などを自動で読み取り、Excelのような表形式のデータベースに整理してくれる会計アプリです。170以上の通貨と14種類の仮

Find the local LLM that actually runs and performs best on your hardware. Ranked by real, recency-aware benchmarks, not parameter count. One command, run it instantly.

Apache Maka (Incubating) is a local-first AI agent workspace. Model messages, tool calls, tool results, permission decisions, and termination events are recorded as an append-only log.

open-source healthcare ai

Open-source inference server and production cluster for all the models your agent needs.

MOSS‑TTS Family is an open‑source speech and sound generation model family from MOSI.AI and the OpenMOSS team. It is designed for high‑fidelity, high‑expressiveness, and complex real‑world scenarios, covering stable long‑form speech, multi‑speaker dialogue, voice/character design, environmental sound effects, and real‑time streaming TTS.

Fine-tune LLMs from one YAML. Layer streaming trains an 8B model on a 4 GB laptop GPU.

Bonsai Demo

盯盘侠 PanWatch · 自托管 AI 盯盘助手，集成 TradingAgents 多 Agent 投资决策 | A股/港股/美股实时监控、持仓管理、智能分析、全渠道推送

A Python framework for self-hosted LLM tool-calling and multi-step agentic workflows

Suite of reference architectures for building GPU-accelerated vision agents and AI-powered video analytics applications.

A living pixel-art station where real AI agents do real work. Local-first desktop agent harness - bring your own key, watch your crew actually run.