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The Tech Gazette
The repositories gaining the most stars, as GitHub's own Trending page counts them. A star is a bookmark, not a review: what rises here is what developers noticed, a signal of a tool or an idea catching on.
Biggest jump this week: morluto/rea, +248,962 stars.
VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.
VoiceStudio
Open-source voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.
Your voice. Your workflow.
Start with VoiceStudio (default, powered by k2-fsa/OmniVoice), or choose another engine. Features & engine catalog.
Local workflows run on your hardware. Remote services are optional; usage analytics requires consent.
Get started
One-command install (macOS / Linux)
On Windows, run irm https://voicestudio.sh/install | iex in PowerShell. Release downloads require curl and a SHA-256 tool. --main requires Git, Node.js 22+, Bun, Rust/Cargo, and platform build tools; see installer prerequisites and behavior. The installer preserves…
The job search that runs on your machine. AI job application framework built on Claude Code: evaluate postings, tailor CVs, write cover letters, prep interviews. Fork it and own it.
AI Job Search
The job search that runs on your machine.
An AI-powered job application framework built on Claude Code. Fork it, fill in your profile, and let Claude evaluate job postings, tailor your CV, write cover letters, and prepare you for interviews.
Does it actually work?
I'm a geophysicist by training. When my position was cut in late 2025, I built this framework to run my own job search - the same /scrape, /apply, and /interview workflow in this repo, used weekly, on my own career. I was upfront about it with every employer I spoke to, and instead of counting against me, it usually sparked a genuine technical conversation.
Official, Anthropic-managed directory of high quality Claude Code Plugins.
Claude Code Plugins Directory
A curated directory of high-quality plugins for Claude Code.
Structure
• /plugins - Internal plugins developed and maintained by Anthropic
• /external_plugins - Third-party plugins from partners and the community
Installation
Plugins can be installed directly from this marketplace via Claude Code's plugin system.
To install, run /plugin install {plugin-name}@claude-plugins-official
or browse for the plugin in /plugin > Discover
Contributing
Internal Plugins
Internal plugins are developed by Anthropic team members. See /plugins/example-plugin for a reference implementation.
External Plugins
Third-party partners can submit plugins for inclusion in the…
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Install with Claude Code
Use the guided setup or native plugin commands. Both install the same ecc@ecc plugin. Choose one and do not stack a full manual Claude install on top.
OSS stays free. This repo is MIT-licensed forever. ECC Pro is the hosted GitHub App for private repos. Sponsors and Pro subscribers fund the work. That's why a single maintainer ships weekly across 7 harnesses.
Partners & sponsors
Past sponsors: Atlas Cloud · Mike Morgan (inactive)
Jump to install ↓
ECC
Your agent can write code, but ECC gives it a coordinated engineering system and toolbox: it plans before it builds, verifies changes with tests, reviews its own work from a fresh context, remembers what matters,…
Orca is the place for working with a fleet of agents (e.g. Grok Bot, Codex). Run any coding agent with your own subscription. Available on desktop, mobile and remote runtime.
Orca
The AI Orchestrator for 100x builders.
Run Codex, ClaudeCode, OpenCode or Pi side-by-side — each in its own worktree, tracked in one place.
Download Orca
Features
Also in the box:
• Quick open — Search across worktrees, files, agents, commands, and repo context without leaving your flow.
• Account switcher & usage tracking — See Claude and Codex usage and rate-limit resets, and hot-swap accounts without re-logging in.
• Rich repo previews — Preview Markdown, images, PDFs, and repo docs in the workspace.
• Computer Use — Let agents operate desktop apps and visible UI when a workflow needs real interaction.
• Notifications and unread state — Know when an agent finishes or needs…
XERJ is the new way for AI to search data. Its autoindex capability activates agents to know your data without the token waste of grep and sed. One command indexes code, docs, logs and PDFs for search, RAG, security audits and agent memory, using 40x fewer tokens than grep. Elasticsearch compatible, so existing clients just work.
XERJ
English | 简体中文
XERJ is a community-trusted local AI search that indexes any folder automatically, so your coding agent stops burning tokens reading files one by one and pulls the exact code it needs instead. Reference coding is its main use case and the clearest win: point an agent at a task and it downloads the open-source repos closest to it, indexes them, and reuses how they solved the problem before writing its own code. In a controlled study that cut a coding agent's output tokens by 2.7x at the same 16/16 solve rate (case study), and people report roughly 5x in everyday work (field reports). It is enough for a smaller, cheaper model to out-code a pricier one working from…
Turn any AI agent into an AI Scientist. The #1 Agent Skills library for science, used by 250,000+ scientists worldwide. 177 ready-to-use validated skills plus 100+ scientific databases covering biology, chemistry, medicine, and drug discovery. Compatible with Cursor, Claude Code, Codex, Pi, Antigravity, and the open Agent Skills standard.
Scientific Agent Skills
A collection of 177 scientific and research skills for AI agents, created by K-Dense. The skills cover biology, chemistry, medicine, physics, engineering, Earth science, data analysis, and scientific communication. Each provides guidance for a specific package, data source, or workflow, including the scientific conventions and validation checks needed to use it.
The collection follows the open Agent Skills standard and works with Cursor, Claude Code, Codex, Google Antigravity, and other compatible hosts. It is also a portable Agent Plugins package (plugin.json + skills/), so clients that support that standard can load the collection as one plugin. Browse the…
"CLI-Anything: Making ALL Software Agent-Native" -- CLI-Hub: https://clianything.cc/
CLI-Anything: Making ALL Software Agent-Native
Today's Software Serves Humans. Tomorrow's Users will be Agents.
CLI-Anything: Bridging the Gap Between AI Agents and the World's Software
CLI-Hub: pip install cli-anything-hub then cli-hub install — browse, install, and manage all community-built CLIs. Want to add your own? Open a PR — the hub updates instantly.
See Demos: Watch AI agents use generated CLIs plus preview, live preview, and trajectory loops to produce real artifacts — CAD builds, 3D scenes, diagrams, gameplay, subtitles, and more.
[Become a Contributor, or Request a CLI]: Join us! Sign up to build a new CLI harness — once reviewed and merged, you'll gain access as one of our…
The open source coding agent.
The open source AI coding agent.
Installation
Desktop App (BETA)
OpenCode is also available as a desktop application. Download directly from the releases page or opencode.ai/download.
Installation Directory
The install script respects the following priority order for the installation path:
• $OPENCODE_INSTALL_DIR - Custom installation directory
• $XDG_BIN_DIR - XDG Base Directory Specification compliant path
• $HOME/bin - Standard user binary directory (if it exists or can be created)
• $HOME/.opencode/bin - Default fallback
Agents
OpenCode includes two built-in agents you can switch between with the Tab key.
• build - Default, full-access agent for development work
🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning intelligence, federation, vector RAG integration, and native Claude Code / Codex / Hermes and many more Integrated
An agent meta-harness for Claude Code and Codex.
Get started with Ruflo
Start in Claude Code with core tools, the visual console and runtime mods. Requires Claude Code 2.1.287 or later. Run inside Claude Code:
Core provides foundation tools. Console opens the agent cockpit. Mods add routing and policy enforcement inside Claude Code. Mods run with your account's permissions; review their code before installing.
Using Codex or another MCP enabled tool? Use NPX for Ruflo project setup and connect your client to the Ruflo MCP server. Run the setup wizard in your project terminal:
For clients that support local stdio MCP servers, configure command npx and arguments ["-y", "ruflo@latest",…
Android skills
Android skills are a dedicated repository of AI-optimized, modular instructions and resources, to help agents better understand and execute specific patterns that follow the best practices and guidance on Android development from developer.android.com.
Android skills follow the open-standard agent skills - markdown files (SKILL.md) that provide a technical specification of a task, and ground LLMs with information on specialized domains and workflows.
Our Android skill development focuses on use cases and workflows where evaluations show LLMs underperform. We aren't prioritizing well-established areas where LLMs are already proficient, such as basic Jetpack Compose best…
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.
Claude Code
[![npm]](https://www.npmjs.com/package/@anthropic-ai/claude-code)
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows -- all through natural language commands. Use it in your terminal, IDE, or tag @claude on Github.
Learn more in the official documentation.
Get started
For more installation options, uninstall steps, and troubleshooting, see the setup documentation.
• Install Claude Code:
MacOS/Linux (Recommended):
Homebrew (MacOS/Linux):
Windows (Recommended):
WinGet (Windows):
NPM (Deprecated):
Solution for long term memory for agent coding CLIs and to facilitate handoff between different agent vendors
Website: aimemory.sh
Why ai-memory
Your coding agent probably has a memory feature already. Claude Code takes its own notes, Cursor remembers some things, and every platform is adding more. They all have the same limits: the notes live on one machine, belong to one agent, and drop out of view when you switch tools or hand the work to a teammate.
ai-memory removes those limits.
• It follows you across agents. More than twenty harnesses (Claude Code,
Codex, Cursor, Gemini CLI, OpenCode, Grok, Devin, Kimi, Kiro, and others) feed one shared memory. Quit Claude Code mid-task, open Codex in the same directory, and the next agent picks up a handoff that says where you left off, what failed, and…
None in this language today.
Reverse engineer anything with agents, from app behavior down to native binaries.
REA: Reverse Engineer Anything
Reverse engineer anything with agents, from app behavior down to native binaries.
See a feature you like. Understand how it works, down to the binary level.
npx rea-agents setup
See a feature in an app that you want in your own product? Ask your agent to investigate it with REA. It can inspect the app without its source code, explain how the feature works, show the evidence, and build a version for your project.
REA connects your agent to tools for inspecting native binaries, JavaScript and Electron apps, .NET assemblies, and websites. You can also use the same tools from your terminal. Analysis runs locally, and results include the evidence and…
Tool for automatic PS5 executables porting to Linux and Windows
About
Tool for automatic executables porting to Linux and Windows.
Includes a relinker that converts executable to the target system's native format and implementations of system prx libraries suitable for dynamic linking. No emulation or separate runtime process.
Usage, Build instructions, Technical debt of the project, code style conventions, contributing
Status
• System libraries: percentage of the functions known to the project so far (declared in core/libs/prx), not of every PS5 system function. The total grows as more functions are declared.
List of verified games
Dreaming Sarah (2D platformer) runs at a stable 60 fps on a GTX 1050 Ti / i5-7500 3.4GHz.
ArtCraft is an intentional crafting engine for artists, designers, and filmmakers
ArtCraft
The IDE for artists.
https://github.com/user-attachments/assets/7339bd09-3e0d-44a7-a024-af9de64e4c11
Watch the two-minute ArtCraft demo on YouTube
ArtCraft is the IDE for interactive AI image and video creation. Compose in 2D, stage scenes in 3D, and choose the models that fit your work. Turn prompting into crafting with visual tools for precise, repeatable results.
Show, Don't Tell: Advanced Crafting Features
Artists need control over composition, character identity, and camera placement. Build the scene before you generate it. Click any preview to view it at full size.
Place virtual actors in a consistent environment and plan multiple shots in the same room. | |
Skills for Real Engineers. Straight from my .agents directory.
Skills For Real Engineers
My agent skills that I use every day to do real engineering - not vibe coding.
Developing real applications is hard. Approaches like GSD, BMAD, and Spec-Kit try to help by owning the process. But while doing so, they take away your control and make bugs in the process hard to resolve.
These skills are designed to be small, easy to adapt, and composable. They work with any model. They're based on decades of engineering experience. Hack around with them. Make them your own. Enjoy.
If you want to keep up with changes to these skills, and any new ones I create, you can join ~60,000 other devs on my newsletter:
Sign Up To The Newsletter
Installation (30-second setup)
Editorial diagram design for Claude Code, Codex, GitHub Copilot, Cursor, Factory Droid, and Pi. 44 diagram types. Self-contained HTML + SVG. No shadows. No Mermaid slop.
New in 2.0 — the Loop: flywheels with a shared-memory hub. The dashed lines are the write-backs.
New in 2.3: semantic system patterns and optional accessible motion, while static output stays the default.
New in 2.5.10: ten more layout grammars — Sankey, fishbone, Wardley map, kanban, user journey, deployment, dependency graph, UML class, story map, and database schema.
Editorial diagram types for Claude Code, Codex, Factory Droid, Pi, and Agent Skills-compatible hosts. Self-contained HTML + SVG. No shadows. No Mermaid slop. Semantic patterns describe behavior separately from layout, so a queue, policy trace, or trust boundary can use the nearest existing type without expanding the type…
Ghidra is a software reverse engineering (SRE) framework
Ghidra Software Reverse Engineering Framework
Ghidra is a software reverse engineering (SRE) framework created and maintained by the National Security Agency Research Directorate. This framework includes a suite of full-featured, high-end software analysis tools that enable users to analyze compiled code on a variety of platforms including Windows, macOS, and Linux. Capabilities include disassembly, assembly, decompilation, graphing, and scripting, along with hundreds of other features. Ghidra supports a wide variety of processor instruction sets and executable formats and can be run in both user-interactive and automated modes. Users may also develop their own Ghidra extension components…
Write HTML. Render video. Built for agents.
Write HTML. Render video. Built for agents.
HyperFrames is an open-source framework for turning HTML, CSS, media, and seekable animations into deterministic MP4 videos. Use it locally with the CLI, from AI coding agents with skills, or as the rendering core behind hosted authoring workflows.
Quick Start
With an AI coding agent
For Claude Code, install the versioned plugin:
Enable auto-update for the hyperframes marketplace in /plugin → Marketplaces, then use /hyperframes:hyperframes. See the plugin guide for Copilot, VS Code, Cursor, Gemini CLI, updates, and migration.
For standalone skills (including OpenCode), use:
Try a prompt like:
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
Context Mode
The other half of the context problem.
Used across teams at
The Problem
Every MCP tool call dumps raw data into your context window. A Playwright snapshot costs 56 KB. Twenty GitHub issues cost 59 KB. One access log — 45 KB. After 30 minutes, 40% of your context is gone. And when the agent compacts the conversation to free space, it forgets which files it was editing, what tasks are in progress, and what you last asked for. On top of that, the agent wastes output tokens on filler, pleasantries, and verbose explanations — burning context from both sides.
How Context Mode Solves It
Context Mode is an MCP server that solves all four sides of this problem:
Official, Anthropic-managed directory of high quality Claude Code Plugins.
Claude Code Plugins Directory
A curated directory of high-quality plugins for Claude Code.
Structure
• /plugins - Internal plugins developed and maintained by Anthropic
• /external_plugins - Third-party plugins from partners and the community
Installation
Plugins can be installed directly from this marketplace via Claude Code's plugin system.
To install, run /plugin install {plugin-name}@claude-plugins-official
or browse for the plugin in /plugin > Discover
Contributing
Internal Plugins
Internal plugins are developed by Anthropic team members. See /plugins/example-plugin for a reference implementation.
External Plugins
Third-party partners can submit plugins for inclusion in the…
A context-compression plugin for small context windows (a 100K context is enough), token savings (5x fewer tokens), and month-long single sessions (billions of tokens).上下文压缩插件，兼顾小窗口(100k上下文足矣)省token(省5倍token)和超长会话(数月级别几十亿token单会话)。billion-context is all you need
billion-context
English | 中文
Context-compression plugin — billion-context is all you need.
small context windows (100K is enough) · 5× fewer tokens · month-long single sessions (billions of tokens) · high compression quality
npm install -g billion-context --prefix=~/.local
Community
QQ Group: 1056132097 (full) 1108730198 (open)
Paper / Preprint
• Model-Driven Incremental Hierarchical Compression: Training-Free Multi-Generational Context Management for Long-Lived Coding Agents (English, v0.2)
A production-scale longitudinal study: 4.5 months, three hosts, 174,327 model calls, 18.76B cumulative input tokens (~24.7B across all hosts), zero window violations on 204,800-token models,…
None in this language this week.
VoiceStudio is the open-source, fully-local ElevenLabs alternative — voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.
VoiceStudio
Open-source voice cloning, voice design, video dubbing, dictation, transcription & audiobook creation in 646 languages.
Your voice. Your workflow.
Start with VoiceStudio (default, powered by k2-fsa/OmniVoice), or choose another engine. Features & engine catalog.
Local workflows run on your hardware. Remote services are optional; usage analytics requires consent.
Get started
One-command install (macOS / Linux)
On Windows, run irm https://voicestudio.sh/install | iex in PowerShell. Release downloads require curl and a SHA-256 tool. --main requires Git, Node.js 22+, Bun, Rust/Cargo, and platform build tools; see installer prerequisites and behavior. The installer preserves…
Hindsight: Agent Memory That Learns
What is Hindsight?
Hindsight™ is an agent memory system built to create smarter agents that learn over time. Most agent memory systems focus on recalling conversation history. Hindsight is focused on making agents that learn, not just remember.
It eliminates the shortcomings of alternative techniques such as RAG and knowledge graph and delivers state-of-the-art performance on long term memory tasks.
• Memory Performance & Accuracy
• Adding Hindsight to Your Agent — LLM Wrapper · integrations · coding agents · MCP
• Core Concepts — memory types · retain / recall / reflect · observations · mental models & knowledge pages · banks
• Use Cases
• Running in Production
• Resources
A coding-agent skill for multi-phase security audits with independently verified, machine-readable findings
security-audit
A coding-agent skill that turns your agent into a security auditor. It orchestrates isolated agents through reconnaissance, coverage-led hunting, candidate validation, structured output, independent record verification, and target-neutral reporting.
This is the skill that seeded Cloudflare's vulnerability discovery harness, described in Build your own vulnerability harness. The harness grew into a multi-stage, fleet-wide system; this skill is the single-repo starting point it evolved from.
What it does
The skill runs a structured audit in six phases:
• Reconnaissance -- map architecture, trust boundaries, input surfaces, prior evidence, and deterministic coverage in…
The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.
Install with Claude Code
Use the guided setup or native plugin commands. Both install the same ecc@ecc plugin. Choose one and do not stack a full manual Claude install on top.
OSS stays free. This repo is MIT-licensed forever. ECC Pro is the hosted GitHub App for private repos. Sponsors and Pro subscribers fund the work. That's why a single maintainer ships weekly across 7 harnesses.
Partners & sponsors
Past sponsors: Atlas Cloud · Mike Morgan (inactive)
Jump to install ↓
ECC
Your agent can write code, but ECC gives it a coordinated engineering system and toolbox: it plans before it builds, verifies changes with tests, reviews its own work from a fresh context, remembers what matters,…
The open-source app everyone uses to manage agents at work
Sign up for the Paperclip Cloud waitlist →
Paperclip is the app people use to manage AI agents for work.
Open-source orchestration for teams of AI agents.
If OpenClaw is an employee, Paperclip is the company.
Paperclip is a Node.js server and React UI that orchestrates a team of AI agents to run a business. Bring your own agents, assign goals, and track work and costs from one dashboard. Choose models and harnesses per agent while keeping your team's tasks, skills, permissions, and history in one place.
It looks like a task manager. Under the hood: org charts, budgets, governance, goal alignment, and agent coordination.
Manage business goals, not pull requests.
Learn AI Engineering! Learn it. Build it. Ship it for others.
Implement model internals, retrieval pipelines, and agent runtimes. Test them, inspect failures, and keep the code and evaluation results.
Free, open source, MIT. Learn on the website, with a coding agent, or by running local code.
Sponsors
Your support keeps every lesson free and open source. See all supporters · Become a sponsor
Learning paths
Compare career paths · Prerequisites and study time
Gradient descent
Twenty starting points follow gradient descent on a quadratic loss. The graph shows their positions and mean loss after each update.
Adjust the learning rate in the lesson · Compare GD, momentum, and Adam in code
Projects
Write HTML. Render video. Built for agents.
Write HTML. Render video. Built for agents.
HyperFrames is an open-source framework for turning HTML, CSS, media, and seekable animations into deterministic MP4 videos. Use it locally with the CLI, from AI coding agents with skills, or as the rendering core behind hosted authoring workflows.
Quick Start
With an AI coding agent
For Claude Code, install the versioned plugin:
Enable auto-update for the hyperframes marketplace in /plugin → Marketplaces, then use /hyperframes:hyperframes. See the plugin guide for Copilot, VS Code, Cursor, Gemini CLI, updates, and migration.
For standalone skills (including OpenCode), use:
Try a prompt like:
Production-grade engineering skills for AI coding agents.
Agent Skills
Production-grade engineering skills for AI coding agents.
Skills encode the workflows, quality gates, and best practices that senior engineers use when building software. These ones are packaged so AI agents follow them consistently across every phase of development.
Commands
9 slash commands that map to the development lifecycle. Each one activates the right skills automatically.
Want fewer manual steps once the spec exists? /build auto generates the plan and implements every task in a single approved pass — you approve the plan once, then it runs autonomously. It removes the human stepping between tasks, not the verification: every task is still test-driven and committed…
Ghidra is a software reverse engineering (SRE) framework
Ghidra Software Reverse Engineering Framework
Ghidra is a software reverse engineering (SRE) framework created and maintained by the National Security Agency Research Directorate. This framework includes a suite of full-featured, high-end software analysis tools that enable users to analyze compiled code on a variety of platforms including Windows, macOS, and Linux. Capabilities include disassembly, assembly, decompilation, graphing, and scripting, along with hundreds of other features. Ghidra supports a wide variety of processor instruction sets and executable formats and can be run in both user-interactive and automated modes. Users may also develop their own Ghidra extension components…
Open-source LLM knowledge platform: turn raw documents into a queryable RAG, an autonomous reasoning agent, and a self-maintaining Wiki.
Overview
WeKnora is an open-source, LLM-powered knowledge framework for enterprise document understanding, semantic retrieval and reasoning. It brings a team's documents together so they can be searched, reasoned over and kept up to date.
https://github.com/user-attachments/assets/5722b10d-d04d-49ed-a6cc-635a8c77d91f
1:52 · 1080p · No narration, English on-screen text
Use RAG to look things up, the agent for multi-step tasks, and the wiki to organize knowledge. All three work on the same knowledge bases.
The agent's toolbox. Skills installed from ClawHub / SkillHub / Git / ZIP run in session-persistent Docker / E2B / Cube sandboxes, with an interactive terminal and graphical desktop…
7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints. All behind one /v1 endpoint, plus any custom OpenAI-compatible endpoint. Smart routing, automatic failover, encrypted keys. Personal experimentation only.
FreeLLMAPI
7.4 billion tokens per month. 34 free LLM providers. 635 free model endpoints. One OpenAI-compatible endpoint.
Aggregate free tiers from dozens of providers, plus custom OpenAI-compatible chat, embedding, image, and audio endpoints, behind a single /v1 API. Keys are stored encrypted. A router picks the best available model for each request, falls over to the next provider when one is rate-limited, and tracks per-key usage so you stay under every free-tier cap.
freellmapi.co · browse the full catalog: 474 model families, 635 free endpoints
English · 简体中文
Your router updates its own model catalog from a signed feed: new free models, quota changes, and compatibility fixes land…
OpenShell is the safe, private runtime for autonomous AI agents.
OpenShell is the safe, private runtime for fleets of autonomous AI agents. Agents are most useful when they can read files, install packages, call APIs, and use credentials. OpenShell gives them that capability without giving them unrestricted access to your data, secrets, or network. You declare what each agent can touch in a policy, and OpenShell enforces it.
How It Works
OpenShell governs what agents can do in two ways: it instruments the kernel to enforce policy on every file access, system call, and network connection at runtime, and it uses formal verification to check what a policy change would allow before it is applied.
• Kernel-level enforcement. Each agent runs in an isolated…
Scale computer-use 2.0 with open-source drivers, cross-OS fleets, and benchmarks for training, evaluation, and data generation.
Give AI agents computers they can use. Cua provides open-source desktop automation, isolated cloud desktops, local macOS VMs, specialist decision models, and benchmarks for evaluating computer-use agents.
Try Cua Fleets now at run.cua.ai
Choose your path
• Cua Fleets: Provision a Linux desktop, run a command, and save a screenshot.
• Cua SDK, CLI and Spaces: Install cua, create a sandbox locally or in the cloud, and share desktops as Spaces.
• CUA-S1: Explore small, specialized models for computer-use decisions.
• Cua Driver: Operate Calculator and verify its result.
• Lume: Create a Tahoe VM and connect over SSH.
• Cua Bench: Create and verify a simulated task.
Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.
Context Mode
The other half of the context problem.
Used across teams at
The Problem
Every MCP tool call dumps raw data into your context window. A Playwright snapshot costs 56 KB. Twenty GitHub issues cost 59 KB. One access log — 45 KB. After 30 minutes, 40% of your context is gone. And when the agent compacts the conversation to free space, it forgets which files it was editing, what tasks are in progress, and what you last asked for. On top of that, the agent wastes output tokens on filler, pleasantries, and verbose explanations — burning context from both sides.
How Context Mode Solves It
Context Mode is an MCP server that solves all four sides of this problem:
A smarter, self-hosted AI assistant — multi-user, multi-agent.
A smarter, self-hosted AI assistant — multi-user, multi-agent.
English · 中文
Octop is an open-source, self-hosted AI assistant. It's not just a tool — it's a digital life form that can operate in parallel. Through its multi-agent architecture, it builds an intelligent environment that is both independent and collaborative for teams, families, and individuals. Best of all, it runs entirely on your machine — the fully self-hosted design means privacy is never a compromise, while single-process startup makes the powerful web console, CLI, and IM integrations readily accessible.
Chat through the Web Dashboard, Feishu, DingTalk, QQ, WeChat, Telegram, Discord, WeCom, or programmatic…
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows - all through natural language commands.
Claude Code
[![npm]](https://www.npmjs.com/package/@anthropic-ai/claude-code)
Claude Code is an agentic coding tool that lives in your terminal, understands your codebase, and helps you code faster by executing routine tasks, explaining complex code, and handling git workflows -- all through natural language commands. Use it in your terminal, IDE, or tag @claude on Github.
Learn more in the official documentation.
Get started
For more installation options, uninstall steps, and troubleshooting, see the setup documentation.
• Install Claude Code:
MacOS/Linux (Recommended):
Homebrew (MacOS/Linux):
Windows (Recommended):
WinGet (Windows):
NPM (Deprecated):
Open source repository of plugins primarily intended for knowledge workers to use in Claude Cowork
Knowledge Work Plugins
Plugins that turn Claude into a specialist for your role, team, and company. Built for Claude Cowork, also compatible with Claude Code.
Why Plugins
Cowork lets you set the goal and Claude delivers finished, professional work. Plugins let you go further: tell Claude how you like work done, which tools and data to pull from, how to handle critical workflows, and what slash commands to expose — so your team gets better and more consistent outcomes.
Each plugin bundles the skills, connectors, slash commands, and sub-agents for a specific job function. Out of the box, they give Claude a strong starting point for helping anyone in that role. The real power comes when…
Claude for Financial Services
Reference agents, skills, and data connectors for the financial-services workflows we see most — investment banking, equity research, private equity, and wealth management.
Everything here is available two ways from one source: install it as a Claude Cowork plugin, or deploy it through the Claude Managed Agents API behind your own workflow engine. Same system prompt, same skills — you choose where it runs.
What's in the repo:
• Agents — named, end-to-end workflow agents (Pitch Agent, Market Researcher, GL Reconciler, …). Each ships as a Cowork plugin and as a Claude Managed Agent template you deploy via /v1/agents.
Cursor plugin specification and official plugins
Cursor plugins
Official Cursor plugins for popular developer tools, frameworks, and SaaS products. Each plugin is a standalone directory at the repository root with its own .cursor-plugin/plugin.json manifest.
Plugins
Author values match each plugin’s plugin.json author.name (Cursor lists plugins@cursor.com in the manifest).
Repository structure
This is a multi-plugin marketplace repository. The root .cursor-plugin/marketplace.json lists all plugins, and each plugin has its own manifest:
License
MIT
Agent Substrate: the core system
Agent Substrate
What is Agent Substrate?
Agent Substrate is a secure-by-default agent execution runtime engineered to run millions of sandboxes with 10x higher density than standard container runtimes. Purpose-built for the era of autonomous agents, Substrate delivers sub-500ms resume operations at over 500 suspend/resume activations per second with native zero-trust kernel and network isolation. It supports multiple sandbox technologies including microVMs and gVisor, enabling consistent lifecycle operations for all sandbox types.
At its core, Agent Substrate maps a larger set of “actors” (applications such as agents) onto a smaller set of ready “workers”, relying on the fact that…
Rust GUI components for building fantastic cross-platform desktop application by using GPUI.
GPUI Kit
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Build fantastic, high-performance desktop apps with Rust and GPUI.
GPUI Kit is a comprehensive Rust desktop application framework. It combines a production-ready UI system with application-grade data, layout, and editing capabilities, all built on a reusable foundation of behavior, state, and infrastructure. GPUI Kit ships 75+ documented components and primitives, WebAssembly support, AccessKit accessibility, UI integration testing, and an optional JavaScript extension runtime.
Documentation:
gpui-kit pins the matching GPUI release and re-exports GPUI, base, component, and assets, so a Rust application lists a single dependency. JavaScript extension hosts add…
None in this language this month.
Our list of 2026-10-16: each project's own README names the product it's an alternative to (or says it's self-hosted); the licence is its repository's own. Self-hosting means you run it, update it and back it up yourself.