Automation

Mano-P is a GUI-VLA agent project designed to enable autonomous, private task execution on edge devices like Mac mini and MacBook. It utilizes advanced reinforcement learning and edge-native inference to perform complex GUI automation, cross-system data integration, and long-task planning. The project provides a secure, local-first solution that eliminates the need for cloud API calls while maintaining high performance across various benchmarks.

DeerFlow is an open-source super agent harness designed to orchestrate sub-agents, memory, and sandboxes for complex task execution. The platform features a ground-up rewrite in version 2.0, offering enhanced extensibility through a modular skill and tool architecture. It supports diverse deployment environments, including local development and Docker-based production setups, with integrated support for multiple messaging channels.

The skills CLI provides a unified interface for managing reusable instruction sets across a wide range of coding agents. It allows developers to easily install, update, and remove skills from various sources including GitHub, GitLab, and local directories. By standardizing skill definitions through YAML-based markdown files, it enables consistent agent behavior across different development environments.

Shannon is an autonomous, white-box AI pentester that analyzes source code to identify and exploit security vulnerabilities in web applications and APIs. It performs live testing using browser automation and command-line tools to provide verifiable proof-of-concept exploits for identified issues. By integrating into development workflows, it helps teams bridge the security gap between annual penetration tests.

OpenClaude is an open-source coding-agent CLI that supports a wide range of cloud and local model providers. It offers a unified terminal-first workflow featuring tools for file management, bash execution, and agentic tasks. Users can easily integrate various backends, including OpenAI, Ollama, and Gemini, while leveraging advanced features like agent routing and gRPC support.

Claude Code Game Studios transforms a standard AI coding session into a structured, professional game development environment. It utilizes a hierarchy of 49 specialized agents, 72 workflow skills, and automated validation hooks to maintain project organization and quality. The system ensures developers remain in control while benefiting from expert-level guidance across design, programming, and production phases.

This comprehensive guide provides a detailed walkthrough of the Hermes Agent framework developed by Nous Research. It covers core mechanisms like the self-improving learning loop, memory systems, and automated skill evolution across seventeen chapters. The book serves as a practical resource for developers and AI enthusiasts looking to implement and customize their own intelligent agents.

OpenOcta is a fully self-developed enterprise-grade AI Agent runtime and control plane that uses a single Go binary to encapsulate the backend and embedded frontend. The project supports intelligent conversation, process automation, and deep integration with business systems, APIs, and toolchains. Users can quickly deploy and connect to internal business systems via CLI, HTTP, or WebSocket.

Vouch is a community trust management system that allows projects to explicitly verify contributors through a vouching and denouncing model. It provides GitHub integration via actions and a CLI to automate the enforcement of contribution policies based on user status. The system uses a simple, flat-file format to maintain trust records, ensuring transparency and ease of use for project maintainers.

Khazix Skills is an open-source collection of AI skills and prompts designed to improve Agent efficiency through structured instructions. The project includes practical tools such as neat-freak, hv-analysis, and khazix-writer, supporting various Agent platforms like Claude Code and Codex. These tools are derived from the author's real-world project experience and effectively solve common problems such as documentation alignment, deep research, and stylized writing.

Hermes Agent is a self-improving AI assistant designed by Nous Research that creates and refines skills through a built-in learning loop. It supports a wide range of LLM providers and can be deployed across various platforms including Telegram, Discord, and local terminal environments. The system features persistent memory, scheduled automations, and the ability to spawn subagents for complex, parallelized tasks.

MedgeClaw is an open-source biomedical research assistant that integrates OpenClaw and Claude Code to automate complex scientific workflows. Users can interact with the system via messaging platforms like WhatsApp or Discord to trigger analysis tasks executed within a Dockerized R and Python environment. The platform features a real-time research dashboard for monitoring progress, viewing code, and accessing interactive analysis results.

Open Agents is an open-source reference application designed for building and running background coding agents on the Vercel platform. The system utilizes a three-layer architecture that separates the web interface, durable agent workflows, and isolated sandbox execution environments. This modular design allows developers to perform complex coding tasks, such as repository management and automated pull requests, without requiring active local machine involvement.

OpenOcta is an open-source enterprise-grade agent designed for operations, observability, and automation scenarios. The project utilizes a single Go binary architecture, simplifying deployment and distribution through embedded frontend technology. It is compatible with the OpenClaw protocol, enabling unified access to data sources such as monitoring, logs, and CMDB to assist enterprises in troubleshooting and decision analysis.

Chrome DevTools for Agents is an MCP server that enables AI coding assistants to control and inspect live Chrome browser instances. It provides a comprehensive suite of tools for browser automation, performance analysis, and in-depth debugging. The project supports seamless integration with various AI coding platforms to enhance developer workflows through reliable browser interaction.

MedgeClaw is an open-source biomedical research assistant that integrates OpenClaw and Claude Code to automate complex scientific workflows. Users can interact with the system via messaging platforms like WhatsApp, Slack, or Discord to trigger analyses in R and Python environments. The platform provides a real-time research dashboard for monitoring progress, viewing code, and accessing interactive outputs.

OpenCLI transforms websites, browser sessions, and desktop applications into deterministic command-line interfaces for both humans and AI agents. It leverages existing browser authentication to provide secure, reliable automation without requiring additional credentials. Users can utilize over 90 built-in adapters or create custom ones to streamline workflows and integrate external tools into a unified CLI hub.

Harmonist is a portable multi-agent framework that enforces development protocols through mechanical IDE-level hooks rather than relying on LLM prompts. It provides a structured, validated memory system and supply-chain verification to ensure that code changes meet non-negotiable quality and security standards. The framework integrates seamlessly with popular AI coding assistants like Cursor and Claude Code, offering a catalogue of 186 specialized agents without requiring external runtimes or databases.

This is a comprehensive and in-depth practical tutorial for OpenClaw, designed to help users build an efficient AI work assistant from scratch. The tutorial covers full-spectrum guidance from installation and deployment to core feature usage and advanced skill expansion, providing numerous ready-to-use practical cases. The project not only supports multiple deployment methods but also deeply integrates with mainstream domestic office platforms, helping individuals achieve a tenfold increase in efficiency.

superpowers-zh is a Chinese enhanced project that provides systematic working methodologies for 17 mainstream AI coding tools. Building on the full localization of 14 core upstream skills, it adds 6 specialized skills designed for Chinese developers. Through a unified installation command, developers can easily configure field-tested development workflows for tools like Claude Code and Cursor.

OpenMontage is an open-source, agentic system that transforms AI coding assistants into comprehensive video production studios. It automates the entire creative workflow, including research, scripting, asset generation, editing, and final composition. The platform supports both AI-generated visuals and real-footage documentary montages using a variety of free and premium tools.

This tutorial provides a comprehensive guide for users to build an AI work assistant from scratch, covering installation, configuration, core features, and advanced techniques. The content is proofread based on the stable OpenClaw v2026.4.14 version and offers multiple deployment options to meet various scenario requirements. Through rich practical cases and detailed command cheat sheets, it helps users achieve a significant boost in personal efficiency.

This repository gathers 49 verified real-world use cases for OpenClaw personal AI agents, designed to help users improve work and life efficiency through automation. The content covers a wide range of applications from domestic ecosystem adaptation to international general scenarios, providing detailed configuration guides and reproducible prompts. Whether you are a beginner or a developer, you can quickly get started and build your own AI agents through these structured cases.

GBrain provides a persistent, self-wiring knowledge graph that enables AI agents to store and retrieve complex information across meetings, emails, and documents. The system automatically extracts entity relationships and maintains a structured timeline, allowing agents to answer queries that standard vector search cannot reach. By utilizing a durable job queue and modular skill system, it ensures that agents become smarter and more reliable over time.

pi-autoresearch is an extension for the pi AI coding agent that enables autonomous optimization loops by testing, benchmarking, and refining code changes. It supports various optimization targets such as test speed, bundle size, and LLM training metrics through a persistent session workflow. The tool includes a live dashboard, confidence scoring to filter out noise, and the ability to finalize experiments into clean, reviewable branches.

This project provides a systematic and beginner-friendly tutorial in Chinese, covering the official Anthropic programming tool Claude Code and the open-source AI assistant framework OpenClaw. The tutorial includes 25 in-depth guides, over 70 runnable code examples, and more than 170 FAQs, aiming to help developers quickly master AI programming and automated workflows. The content stays up-to-date with the latest versions, using dual learning paths to help users advance from zero-based knowledge to enterprise-level practical applications.

The OpenClaw Chinese Edition provides full Chinese interface support for the open-source personal AI assistant platform, covering both the CLI tool and the Dashboard web console. This project automatically synchronizes with official updates every hour, ensuring users can experience the latest features and enjoy a deeply localized interface. Additionally, the project includes the ClawPanel management console and ClawApp mobile client, significantly enhancing the usability and cross-platform interaction capabilities of the AI assistant.

Awesome OpenClaw Skills is the official Chinese translated version of the Clawdbot skill library, designed to provide users with continuously updated automation skill support. This library covers practical skills in fields such as office automation, system tools, DevOps, and lifestyle entertainment, and has been fully adapted for Chinese commands. Users can directly invoke these skills within OpenClaw to achieve efficient cross-platform automation and task management.

Cua provides a unified ecosystem for building, benchmarking, and deploying autonomous agents capable of interacting with computer interfaces. The platform includes specialized tools for background macOS automation, cross-platform sandboxing, and high-performance virtualization. Developers can leverage these components to create agents that perform tasks, execute code, and navigate complex GUI environments seamlessly.

Sandcastle is a TypeScript library designed to orchestrate AI coding agents within isolated, secure sandbox environments. It supports multiple providers including Docker, Podman, and Vercel to manage agent execution and branch strategies effectively. The library simplifies complex workflows by handling sandbox lifecycles, git worktrees, and automated commit merging.

fireworks-tech-graph enables users to generate professional SVG and PNG technical diagrams directly from natural language descriptions. The tool supports 14 UML diagram types and includes 7 distinct visual styles tailored for various documentation needs. It is specifically optimized for AI and agent-based domain patterns, allowing for rapid visualization without manual drawing.

oh-my-claudecode provides a multi-agent orchestration layer designed to enhance the Claude Code experience with zero learning curve. It enables advanced features like team-based task execution, intelligent model routing, and persistent autonomous workflows directly within your terminal. The tool simplifies complex development tasks by automating delegation, parallelization, and Socratic requirement clarification.

Goose is a general-purpose AI agent designed to run locally on your machine for tasks ranging from coding and research to automation and data analysis. It is built in Rust to ensure high performance and portability across macOS, Linux, and Windows via desktop, CLI, and API interfaces. The project supports over 15 AI providers and integrates with more than 70 extensions through the Model Context Protocol.

OpenSRE is an open-source framework designed to help developers build and deploy AI agents for infrastructure incident investigation and response. It provides a comprehensive environment for running synthetic RCA suites and end-to-end tests across various cloud-backed scenarios. By connecting existing observability and infrastructure tools, the platform enables automated reasoning and evidence-backed root cause analysis.

The Awesome OpenClaw Skill Library is a collection of Chinese resources synchronized from the official Clawdbot, designed to provide users with a wealth of automation tools and skill support. This library covers various fields such as office automation, system tools, development operations, and lifestyle entertainment, supporting direct invocation on multiple mainstream communication and collaboration platforms. Users can leverage these skills, which are adapted for Chinese commands, to efficiently implement automated workflows ranging from email management to complex system operations.

Archon is an open-source workflow engine that allows developers to define AI coding processes using deterministic YAML workflows. By structuring tasks like planning, implementation, and validation, it ensures that AI-driven development is repeatable, isolated, and reliable across projects. Users can compose workflows that mix deterministic operations with AI-driven steps to automate complex software development tasks.

The OpenClaw Chinese Localized Edition is a fully localized version of the open-source personal AI assistant platform OpenClaw, supporting Windows, macOS, and Linux systems. This project automatically synchronizes with official updates every hour and provides deep localization for the CLI command-line tools and the Dashboard web console. Users can quickly deploy it via npm or Docker and utilize built-in ecosystem tools to achieve efficient AI assistant management and interaction.

HyperFrames is an open-source video rendering framework that enables users to create and render compositions using standard HTML and CSS. The platform is specifically designed for AI agent integration, allowing developers to author complex animations through natural language prompts. It provides deterministic rendering and supports various animation runtimes like GSAP, Lottie, and Three.js without requiring a proprietary DSL.

AI Daily Digest is an automated tool that scrapes top technical blogs from Hacker News and uses AI for multi-dimensional scoring and summary generation. It supports quick article filtering via command line or interactive interface and automatically summarizes macro trends in the tech circle. The project is written in pure TypeScript and supports Gemini as well as various OpenAI-compatible API models.

Chinese-novelist is a skill plugin designed for Claude Code, aimed at helping users complete the entire process of writing Chinese novels through simple interactions. Users only need to answer five core questions, and the AI can automatically generate detailed outlines, character profiles, and coherent chapter content. The tool incorporates professional writing principles and quality checklists to ensure the coherence and appeal of the novel's plot.

AI Daily Digest is a tool powered by the Bun runtime that scrapes RSS feeds from 90 top-tier technical blogs, utilizing AI for multi-dimensional scoring, categorization, and summary generation. The project supports interactive command-line operations and automatically organizes articles into a structured daily digest featuring macro trends, in-depth summaries, and visual statistics. Users can flexibly configure Gemini or other OpenAI-compatible API models to achieve efficient technical information acquisition and reading.

This project provides a collection of real-world use cases for OpenClaw personal AI agents tailored for Chinese users, aiming to help users improve their work and life through automation. The collection includes 46 community-verified scenarios, covering everything from introductory guides to detailed configuration plans for domestic ecosystem adaptation. Users can leverage these structured use cases to quickly deploy AI employees capable of proactive task execution, preference memory, and multi-platform collaboration.

dot-skill is a versatile AI framework that distills individuals into interactive digital skills by analyzing their unique thought patterns and communication styles. The platform supports three distinct character families, including professional colleagues, personal relationships, and public figures. It integrates seamlessly with multiple AI agent hosts to provide a unified, automated experience for creating and invoking personalized AI personas.

This project provides a systematic and beginner-friendly tutorial covering the use of the Claude Code programming tool and the OpenClaw AI assistant framework. The content includes 25 in-depth guides, over 70 code examples, and more than 170 FAQs, aiming to help users master AI tools from scratch. This resource utilizes a dual-track learning path to help developers improve programming efficiency and automate daily tasks.

Evolver is a GEP-powered self-evolution engine designed to transform ad hoc AI agent prompts into auditable and reusable evolution assets. It scans runtime logs to identify patterns and emits protocol-bound prompts that guide agents through structured self-repair and optimization cycles. The system supports various host runtimes and offers optional network features for collaborative skill sharing and decentralized validation.

Paperless-ngx is a document management system designed to convert physical documents into a searchable digital archive. It serves as the official successor to previous projects and is maintained by a collaborative community team. Users can easily deploy the application using Docker to manage their personal or professional records efficiently.

Paseo provides a unified interface to manage and run various coding agents like Claude Code, Codex, and OpenCode on your local machine. It supports cross-device workflows, allowing users to interact with agents through desktop, mobile, web, or CLI applications. The platform prioritizes privacy by operating without telemetry or forced logins while enabling powerful agent orchestration capabilities.

Chinese-novelist is a skill plugin designed specifically for Claude Code, aimed at helping users quickly generate complete novel outlines and character profiles by answering five core questions. Through automated chapter tracking and coherence management, this tool ensures the creative process remains logically rigorous and the plot engaging. Once the user confirms the plan, the AI enters automatic creation mode to efficiently complete the first draft of the entire novel.

Waza provides a collection of Claude Code skills designed to translate essential engineering habits into executable AI workflows. By focusing on specific, high-impact techniques rather than bloated configurations, it helps developers maintain high standards for design, debugging, and documentation. These skills are built from real-world project data to ensure Claude operates with the precision and intentionality of an experienced engineer.

ANOLISA is an evolution of Anolis OS designed specifically to serve as an operating system for AI Agent workloads. It integrates specialized components including an AI-powered terminal assistant, a security kernel, and observability tools. The system provides a comprehensive architecture for managing, securing, and monitoring AI-driven processes within a server environment.