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LibTV is an AI video professional creation platform officially launched by LiblibAI on March 18, 2026. It is the world's first video creation tool designed for both human creators and AI agents. The platform is based on the core architecture of "infinite canvas+node workflow", integrating script,

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WonderCV is an AI intelligent resume creation and job recruitment platform launched by Beijing Chaozhi Technology Co., Ltd. in 2017, dedicated to helping job seekers efficiently create professional resumes and accurately match positions through AI technology. The platform integrates core functions

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Yinshu AI is an AI music creation platform designed specifically for Chinese users, positioned as the world's first AI music community. The platform does not require music theory knowledge, and users can generate complete songs containing melodies, arrangements, and AI vocals with just one click

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UP Resume is an AI job search platform launched by Shandong Upward Information Technology Co., Ltd. It provides functions such as resume generation, job analysis, content optimization, submission preparation, and interview assistance throughout the entire job search process. The core adopts AI

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FlagEval (Libra) is a large-scale model evaluation system and open platform initiated by Beijing Zhiyuan Artificial Intelligence Research Institute, aiming to establish scientific, fair, and open evaluation benchmarks and methods. The platform has innovatively constructed a three-dimensional

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Ink Knife AI is an AI functional module launched by the well-known prototype design platform Ink Knife in China, designed specifically for product managers and designers. The platform integrates four expert modes of AI Agent (prototype design, PRD writing, product research, and solution review),

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IFlytek Zhizuo is an AIGC content creation platform launched by iFlytek, officially released in April 2023, positioned as a one-stop intelligent dubbing and virtual human application service platform. The platform utilizes AI core technologies such as speech recognition, semantic understanding,

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Skybox AI is an AI-powered panoramic image generation tool from Blockade Labs. It allows users to generate seamless 8K 360° environment maps—suitable for applications like games and VR—simply by entering text or sketching. The tool is free to use without registration and supports export to engines such as Unity.

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Daydream is an AI video creation platform launched by Guangmo Technology (Shenzhen) Co., Ltd., positioned as a one click text to video tool. Users input text (novels, copywriting, or creative ideas), and AI automatically completes storyboard design, character generation, scene construction, dynamic

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AGI Eval is a large model evaluation community jointly created by top universities and institutions such as Shanghai Jiao Tong University, Tongji University, East China Normal University, and DataWhale, with the mission of "assisting evaluation and making AI a better partner for humanity". The

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AutoGLM Contemplation is an autonomous intelligent agent (AI Agent) product launched by Zhipu AI on March 31, 2025. It is also the first domestically produced agent that integrates deep research and web operator capabilities.

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AISEO is an AI content generation platform that focuses on SEO and GEO (Generative Engine Optimization). Unlike traditional AI writing tools, AISEO not only helps users quickly generate high-quality blog posts and web content, but its core capability lies in its "AI Humanizer" feature - the ability

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CMMLU (Chinese Massive Multitask Language Understanding) is a large-scale language understanding benchmark designed specifically for the Chinese language context, covering 67 subject topics from beginner to advanced professional levels, including natural sciences, social sciences, engineering

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Operator is OpenAI's first AI agent product released on January 23, 2025. Unlike ChatGPT, which only outputs text, Operators can operate browsers autonomously like humans - they can view screenshots, move the mouse, click buttons, input text, and automatically complete complex tasks such as booking

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The Tip Engineering Guide is the world's most popular open-source tip engineering learning project initiated by the renowned AI research institution DAIR.AI. It has accumulated over 30000 stars on GitHub and covers the entire knowledge system from basic principles to advanced technologies. The

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PromptPilot is a systematic prompt word engineering platform launched by Volcano Engine, aimed at addressing the pain point of "how to efficiently ask AI questions". It provides full lifecycle management covering Prompt generation, debugging, evaluation, and iteration, supports one click rewriting

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Fellou is the world's first Agentic AI browser, which was created by the post-95 team founded by Xie Yang, the former technical director of ByteDance. Unlike traditional browsers, Fellou is not a passive information display tool, but an "action oriented browser" capable of thinking, planning, and

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CoCo is the first enterprise level super assistant agent launched by Zhipu AI in June 2025, known as the "world's first memorable enterprise level AI intelligent agent". Unlike ordinary AI chatbots, CoCo's core positioning is "delivery oriented" - it can fully handle complex tasks and deliver

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Originality.ai is an AI content detection and quality control platform designed specifically for web publishers, content marketers, and SEO professionals. It was launched in November 2022, just a few days before the public release of ChatGPT, and is one of the earliest commercial AI detectors on

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LangGPT is a structured prompt word design framework inspired by programming languages, aimed at solving the problem of non AI experts having difficulty writing high-quality prompt words. Drawing on the design ideas of object-oriented programming languages, LangGPT proposed a dual layer structure

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ERNIE is an industry level knowledge enhancement model independently developed by Baidu. Starting from the release of version 1.0 in 2019, it has undergone multiple generations of technological iterations and has established a three-level system of basic model, task model, and industry model. The

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"Jiandan Tingji" is an AI-powered speech-to-text tool launched by Baidu Netdisk. Integrated with the ERNIE Bot (Wenxin Yiyan) large language model, it supports the transcription of meetings, interviews, and lectures, as well as the intelligent generation of meeting minutes, achieving an accuracy rate of up to 97%. It is available across all platforms, with a continuous monthly subscription priced at 25 yuan.

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AI Smart Image Design Tool is an AI-powered one-stop creative image design and editing platform. Users can upload a single photo to quickly generate a variety of creative designs. The platform offers AI image editing tools (cropping, background removal, resizing, color adjustment, smart erasing, watermark removal, image upscaling), a Logo mockup generator (one-click creation of signage, packaging bags, business cards, screen displays, and more), an AI business card generator (from logo to business card in seconds), and a Logo animation generator (turning static logos into professional animated videos or GIFs). All features work online without downloading software, making it ideal for designers, brand operators, and SMEs to produce high-quality visual content quickly.

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Writer AI Content Checker is a completely free online tool for identifying whether text was generated by AI. It evaluates text across seven dimensions, providing a clear probability of whether it was written by a human or AI. No registration is required, there are no usage limits, and a convenient Chrome extension is also available. It's ideal for teachers, editors, and content creators who need to quickly and frequently screen content.

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Genspark is a versatile AI workspace that automates end-to-end tasks through Super Agent. It generates presentations, analyzes data, writes code, and makes phone calls without the need for prompt word engineering. The platform integrates over 30 top-tier models, including GPT, Claude, and Gemini, and provides suites for AI slideshows, AI spreadsheets, and AI developer tools. With over 20 million users and annualized revenue exceeding $100 million, it empowers knowledge workers to shift from "task processing" to "product creation."

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Proofig is an AI-powered academic image integrity detection platform designed specifically for scientific publications. It automatically identifies image tampering, duplication, plagiarism, and AI-generated images, and compares manuscripts against over 155 million publicly available images on PubMed. It is used by top publishers such as the Science family of journals for pre-submission image screening to maintain research integrity.

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StudyCorgi ChatGPT Detector is a free AI detection tool designed for students and teachers. It identifies machine-generated content by analyzing the probability of each word in a text being used by AI. It provides visual color-coding, allowing users to view the AI ​​generation probability and possible alternative words word by word, with no usage restrictions. It is suitable for academic use in detecting AI-generated content in papers and assignments.

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FigJam AI is an AI suite for Figma whiteboards that can generate flowcharts, timelines, and meeting templates with a single click, automatically organizing notes and summarizing key points. It integrates with Claude AI for even smarter chart generation. Paid plans are available.

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Public Prompts is a community-driven, free library of AI prompts, models, and embeddings designed for image generation tools like Stable Diffusion. The platform features carefully selected high-quality examples categorized by style, providing detailed parameter "recipes" to help users efficiently generate high-quality AI images. No registration is required; it's completely free.

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Flowith is a canvas-based AI creation platform and agent system product that replaces traditional chat boxes with an infinite canvas. It features over 30 built-in models and offers innovative functionalities such as Neo Infinite Agents capable of performing tasks exceeding 1000 steps, a Knowledge Garden, and multi-agent collaboration. It has already secured tens of millions of dollars in funding. It is suitable for creators, researchers, and knowledge workers seeking deep creative work and automation of complex tasks.

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Many people get stuck in the first step of writing novels and tweets - they don't know how to make videos. Jianying has been studying for a month, but the storyboards are still messy. Dubbing for half a day, it sounds awkward. After finally coming up with a solution, the playback volume reached

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Meituan has officially open-sourced LongCat-2.0, a massive MoE model with 1.6 trillion parameters. This release achieves end-to-end training and inference deployment on a domestic computing cluster comprising 50,000 GPUs, thereby breaking reliance on overseas computing power. The announcement details LongCat-2.0's technical highlights, performance advantages, and industry value.

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SenseTime’s Xu Li: AI Billing to Shift from Tokens to Tasks, Establishing a New Paradigm for Inclusive AI At the main forum of the 2026 World Artificial Intelligence Conference, Xu Li, Chairman and CEO of SenseTime, delivered a keynote speech titled "Boundless Innovation and Bounded Safeguards: Inclusivity and Safety in AI Development." He put forward significant insights regarding the evolution of the AI ​​industry, sparking widespread attention across the sector.

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Let me be honest with you first. I am someone who sings off key, has zero knowledge of music theory, and can't even understand sheet music. Whoever used to say 'you make money by making music', I must think there's something wrong with him. But that's the way I am, now I can earn more money every

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Let me tell you a true story first. I have a friend named Xiaomin, a full-time mom with a two-year-old child. She has tried various side jobs before: being scammed for brushing orders, not being able to sell on WeChat, and not being able to write articles. At the end of last year, she told me,

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OpenAI is officially advancing the limited beta testing of its GPT-5.6 model series and has announced a partnership with Broadcom to co-develop "Jalapeño," a dedicated inference ASIC. The project targets tape-out within nine months and large-scale deployment by the end of 2026, aiming to slash inference costs by 50% and effectively completing the company's vertically integrated strategy combining models and chips.

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Genesis AI, which gained fame for its robot frying tomatoes and eggs, has opened up its self-developed simulation platform, which greatly reduces the time required for robot evaluation and makes the simulation data closely match the real machine, thus helping to commercialize physical AI technology.

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The AI ​​industry is undergoing a seismic shift as Anthropic’s post-investment valuation climbs to $965 billion, surpassing OpenAI for the first time. Its Claude Opus 4.8 model has reached the pinnacle of reasoning capabilities, while Claude Code captures over half the code-focused AI market with $6.3 billion in annual revenue; this analysis delves into the company's three core strengths: capital, technology, and commercialization.

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I have noticed that many people nowadays want to do AI side jobs and ask: Can we make money by writing articles, creating images, and editing videos with AI? Don't you think this is a big problem? It requires some skills, and for most people, it's still a bit unrealistic because its monetization

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The "Vibe Coding" wave is here: ordinary people can now independently create websites and utility software using AI—simply by describing their requirements in natural language—without needing to master any actual code. This article explains the underlying principles, available tools, and real-world implementation examples.

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Do you believe it or not? My first AI side business client was' made 'by myself? We had a great conversation when taking orders. The other party said, 'Can you help me with the content on Xiaohongshu?' I replied, 'No problem, just wrap it around me.'. And then? Then I started to write copywriting,

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First of all, let's conclude that this is a typical temporary traffic restriction where computing power cannot keep up with user growth. It has a short-term impact on user experience, but in the long run, it is an inevitable choice for commercialization and service stability. It cannot be

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When you were still researching how to install "Lobster", someone had already used it to encapsulate AI capabilities into SaaS tools, achieving a stable daily income of $200 through subscription fees. This article fully disassembles the entrepreneurial model of "AI automation+SaaS subscription",

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To be honest, my first reaction when I saw this news was not "wow", but "is it again?" - because the last time he was so successful was in 2017. After that, everyone knows the story: WeWork went bankrupt, SoftBank Vision Fund suffered huge losses, his personal wealth once shrank to $21.1 billion,

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To be honest, after reading the paper and demo, I immediately withdrew the paper on "Action Block Prediction" that I was planning to submit last week. Don't laugh, this is really painful for me. After six months of hard work, I thought about sewing and repairing another piece on the VLA (Visual

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I originally wanted to say 'M3 is very strong' or 'just like that' directly, but later I found out that it's not something that can be explained in a single sentence. Let me admit one thing first: I have a bias against Minimax. It's not the kind of malice, it's the prejudice of being 'tricked'.

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While others are still watching to see what "Lobster" is, some people have already used it to run over 50000 views and 1000+comments in one night, all of which are "how to do it?" - This article will fully explain how to install and deploy OpenClaw (commonly known as "Lobster"), integrate it into

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NVIDIA CEO makes clear statement: AI won't replace you, only those who can use AI will

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Zhang Fan, former COO of Zhipu AI and founder of Yuanli AI, draws on extensive experience serving government and enterprise clients to identify five common pitfalls in corporate AI implementation: impressive demos that fail upon official launch; "bottomless pit" fully customized deliveries that derail projects; project initiation based on subjective, unrealistic expectations of returns; a focus on technical deployment while neglecting business process re-engineering; and AI projects getting stuck in pilot phases without achieving large-scale rollout. These issues stem from three fundamental misconceptions: general-purpose large models do not equate to enterprise business capabilities; technical feasibility does not guarantee commercial returns; and success in a localized pilot does not ensure replicability across the entire organization. To address this, he proposes a progressive implementation roadmap—moving from conversational assistants and business support tools to automated workflows, AI agents, and finally, business operating systems—emphasizing the need to refine reusable business templates before scaling up to a company-wide rollout.

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Introduction: Why You Should Jump on the AI Freelancing Bandwagon Right Now Hey folks, have you noticed while scrolling through your phone lately—it feels like overnight, everyone online is talking ab...

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2026 AI Side Hustle Playbook: Real Cases and Methodologies from Zero to ¥50K Monthly Hey everyone! 👋 In this long read, I'm not going to feed you that fluffy "the future is here" nonsense. Let's get ...

Introduction: When Knowledge Payment Meets AI, an Efficiency Revolution Is Underway To be honest, among my peers in the knowledge payment industry this year, eight out of ten are feeling anxious. Cour...

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AI Automation Pitfall Guide: Comprehensive Common Issues and Solutions for More Stable, Efficient AI Workflows Hey folks, I've been in the AI game for quite a few years now. From getting excited over...

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2026 AI Development Trends: The Ultimate 2025 Side Hustle Guide — Real Cases and Methodologies from Zero to ¥50,000 Monthly Income Folks, sit tight! Today we're not talking abstract theories — we're ...

Introduction: Why 2026 Is the Best Time for Ordinary People to Start AI Money-Making Projects? Folks, don't scroll away just yet! I know you've already read too much toxic motivational content about "...

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2026 AI Marketing Case Trends and Opportunities: Deep Insights from Present to Future to Help You Seize the Advantage Folks, let's be real—those of you working in marketing, have you noticed how much...

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Preface: Why You Increasingly Need an AI E-commerce Operations Buying Guide? Folks, I know the pain of e-commerce all too well. Every day, you wake up to a mountain of tasks: writing titles, crafting ...

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2026 Complete Guide to Making Money with AI Writing on the Side: Real Cases and Methodologies from Zero to ¥50K Monthly Folks, let's get straight to the point. It's 2026 now—if you still think AI wri...

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Preface: Why You Need a Reliable AI Tools Buying Guide? Honestly, writing this AI tools buying guide in 2026 feels a bit "late to the party" even to me. But I have no choice—my inbox is flooded daily ...

Skills for comprehensive verification of release integrity

"Verify Release" is a read-only verification tool designed to confirm whether an OpenClaw release has been fully deployed across GitHub, npm, the plugin ecosystem, ClawHub, package smoke tests, and Live Gateway proxy calls. It does not perform any actual release operations (which are handled by `release-openclaw-maintainer`); instead, it simply answers questions such as "Has a specific version been fully released, deployed, and cleared for smoke and Live testing?" and provides a "yes" or "no" conclusion based on an evidence-driven checklist.

Heap Leaks Detection Skill

Heap Leaks Detection Skill is a professional tool provided by the OpenClaw platform, designed to automatically detect and diagnose heap memory leaks in applications. It analyzes memory allocation and deallocation patterns to identify unreleased memory blocks, helping developers quickly locate memory leak sources and optimize program performance. Suitable for C/C++, Rust and other languages requiring manual memory management, as well as large long-running server applications. Key features include: automatic heap memory operation scanning, leak report generation, custom detection rules, and CI/CD pipeline integration. Use cases include code review, performance tuning, and stability testing.

Automated Code Review

"Autonomous Code Review" is a core AI code review agent capability built into OpenClaw, specifically designed to automate Git PR/MR code review workflows.

Spring Boot Security Skill

Spring Boot Security is a security framework skill based on Spring Boot for building secure and robust applications. It provides core security features such as authentication, authorization, encryption, and session management, supporting multiple authentication methods (e.g., JWT, OAuth2, LDAP), and integrates best practices of Spring Security. This skill is suitable for web applications, microservices, or API gateways that need rapid implementation of user authentication and permission control, helping developers reduce security vulnerabilities and enhance system protection. Security policies can be flexibly customized through configuration files and annotations, reducing development complexity.

Lawn Care Schedule

Lawn Care Schedule skill is an intelligent home lawn management assistant that helps users create and execute year-round lawn care plans. Based on the Wayland AI Agent platform, this skill integrates a comprehensive lawn maintenance knowledge base. It can automatically generate personalized fertilization, watering, mowing, weed control, and pest management schedules based on the user's local climate conditions, grass type, and seasonal changes. It supports task reminders, progress tracking, and maintenance log recording, allowing users to easily maintain a healthy and beautiful lawn. Suitable for home gardens, villa courtyards, community green spaces, and other scenarios, it is a powerful tool for gardening enthusiasts and professional lawn managers.

Post-Construction Clean Skill

The Post-Construction Clean Skill is an intelligent skill designed to guide users through post-construction cleaning tasks. Developed based on an open-source project on GitHub, it helps users efficiently and systematically handle dust, stains, and debris left after renovation. The skill provides detailed cleaning steps, tool lists, and precautions, covering a comprehensive cleaning process from walls, floors to furniture. Users can get personalized cleaning suggestions through natural language interaction, such as cleaning methods for different materials (e.g., tiles, wooden floors, glass) and how to deal with stubborn stains like paint spots and glue residue. Suitable for cleaning scenarios after new home renovation or old house remodeling, especially for ordinary users without professional cleaning experience, it saves time and effort while ensuring cleaning results meet habitable standards.

Pest Control Worker

The Pest Control Worker skill is an AI Agent based on professional knowledge, designed to simulate the expertise and skills of a real pest control worker. It covers pest identification, control strategy formulation, safe chemical use, environmental management, and more, suitable for agriculture, urban sanitation, and household pest control scenarios. Users can get professional advice on pest issues, including identification, control methods, prevention measures, and safety precautions for common pests like cockroaches, rats, and termites. The skill references industry standards and best practices to help users solve pest problems efficiently and safely.

Landscaping & Lawn Care Operations Skill

A comprehensive operational knowledge pack for landscaping contractors and lawn care operators. Covers pricing, licensing, equipment ROI, crew management, seasonal planning, and growth strategy. Includes residential and commercial rate tables for 12 service categories, profit margins by service line (45-70%), equipment cost vs. annual revenue potential for every major purchase, state licensing requirements with EPA/DOT compliance and penalty schedules, monthly revenue index with counter-seasonal strategies, 10 KPIs with targets, crew structure and compensation from laborer to operations manager, a 5-stage growth playbook from $0 to $1M revenue, commercial contract essentials including retainers, escalation clauses, and insurance minimums, and 8 mistakes that kill landscaping businesses with avoidance strategies. Designed for the $130B+ US industry with 600,000+ landscaping businesses.

Landscaping Supervisor Skill

This skill is based on the domain-experts project on GitHub, aiming to transform human expert knowledge into AI agents. Specifically for the landscaping supervisor role, it provides a structured set of knowledge and instructions, enabling AI to simulate the decision-making, communication, and project management capabilities of a landscaping supervisor. Core functions include assisting with landscape design review, supervising construction progress and quality, managing teams and resources, and handling on-site issues. It is applicable to management scenarios in projects such as landscaping, municipal engineering, and private gardens, helping users improve supervision efficiency, reduce errors, and ensure projects meet design specifications and safety standards. With this skill, AI can act as a virtual supervisory assistant, offering professional advice and real-time feedback.

Fancy Yard Landscaper

Fancy Yard Landscaper is an intelligent skill package designed for AI agents, aimed at helping users plan and design beautiful yard landscapes. Based on the windags-skills project, this skill supports running in over 40 AI agents including Claude Code, Codex, Gemini CLI, and Cursor. It provides a complete set of skill instructions, scripts, and reference files to help AI agents understand fundamental yard design principles, plant selection, spatial layout, and aesthetic elements. Suitable for personal yard renovation, landscape design consultation, and automated design assistance scenarios. Users can install and activate this skill with simple commands, transforming AI agents into professional yard design assistants.

Home Structure Maintenance Triage Skill

This is an intelligent skill focused on home maintenance triage, helping users quickly identify and categorize home structure issues such as plumbing, electrical, and roofing faults. Through a structured diagnostic process, it provides maintenance recommendations and priority sorting, suitable for smart home assistants or property management systems. Core features include problem description parsing, severity assessment, repair plan recommendations, and support for custom home configurations to improve maintenance efficiency.

Maintenance Scheduler

Maintenance Scheduler is an open-source Node.js tool for managing and automating equipment maintenance task scheduling. It supports creating, updating, and tracking maintenance plans, including periodic inspections, repairs, and replacement tasks. With integrated calendar and notification systems, users can set reminders and monitor maintenance progress. Suitable for factories, data centers, and property management, it helps reduce equipment downtime and improve operational efficiency. The tool provides a CLI and API for easy integration into existing workflows.

Caregiver Guide Writer

Caregiver Guide Writer is an intelligent writing tool designed for caregivers, nursing staff, and family caregivers, enabling efficient generation of professional and personalized care guides. Based on AI technology, it automatically integrates nursing knowledge, best practices, and user inputs to quickly produce comprehensive guides covering daily care, first aid measures, medication management, psychological support, and more. It supports multilingual output and is suitable for nursing homes, home care, rehabilitation centers, and other scenarios, helping to improve care quality and reduce caregiver workload.

AI Chatbot Appointments Testing Skill

A skill for testing appointment functionalities in AI chatbots within the AI application testing framework, focusing on robustness, repeatability, handling non-determinism in generative AI, and verifying edge cases for reliable developer tests.

Skills in end-to-end release verification and CI monitoring

Release OpenClaw CI is a capability designed to execute, monitor, debug, and summarize the full release CI process for OpenClaw. Working in conjunction with `release-openclaw-maintainer` and `openclaw-testing`, it is utilized when release candidates require comprehensive validation, proof of installation/updates, real-time provider checks, or CI recovery. It handles the initiation, monitoring, troubleshooting, and evidence logging of full-matrix release validation but does not perform actual release operations—such as version bumps, tagging, `npm publish`, or GitHub releases—which require explicit operator approval.

Node.js Inspect Debugger

Node.js Inspect Debugger is a powerful tool for debugging Node.js applications. It allows developers to connect to running Node.js processes via Chrome DevTools or other compatible debugging clients for breakpoint setting, variable inspection, call stack analysis, and performance profiling. Built on Node.js's built-in inspect protocol, it supports remote debugging, multi-process debugging, memory snapshots, and more, making it suitable for troubleshooting and performance optimization in development, testing, and production environments.

End-to-end release process management skills

The Release OpenClaw Maintainer is a tool designed for the end-to-end management of OpenClaw stable and beta releases. It handles version number management, changelog generation, release note drafting, the execution of release commands, and artifact verification. Operating in coordination with release-openclaw-ci (for CI verification) and openclaw-changelog-update (for changelog generation), it serves as the core control layer for the OpenClaw release process.

OpenClaw Test Performance Diagnostics

OpenClaw Test Performance is a specialized benchmarking, diagnostic, and optimization tool for OpenClaw test suites and plugin-suite runtimes. It helps developers quickly identify runtime hotspots, analyze CPU and RSS memory usage, detect heap growth trends, and uncover slow coverage paths. With one-click import into the Manus environment, developers can seamlessly integrate it into existing workflows for automated performance evaluation and tuning. This skill supports detailed metric collection, visual report generation, and intelligent optimization recommendations, making it ideal for continuous integration, performance regression testing, and code quality assurance scenarios.

Techniques for batch-fixing high-certainty bugs within a limited scope

The "OpenClaw Small Bugfix Sweep" is a specialized workflow designed to batch-process issues and pull requests (PRs) in the OpenClaw repository by addressing minor, high-certainty bugs. Through in-depth code review, it targets only those bugs with clear root causes, unambiguous ownership, and minimal patch requirements. Upon fixing a bug, the system generates a "dirty diff" summary for manual review by Peter (the core maintainer); issues are submitted and closed only after his approval. Crucially, this process never involves pushing code, creating PRs, posting comments, closing issues, or applying tags during the review phase—all such actions are deferred until Peter grants explicit approval.

Alpha/Nightly Automated Release and Beta Triggering Capabilities

The OpenClaw Nightly release skill is an automated Alpha/Nightly release mechanism for OpenClaw/Tideclaw. It handles Alpha releases (triggered every 12 hours or manually), Beta release triggers, fixes on release branches, and forward-porting changes back to the `main` branch after a release. Working in tandem with the `release-private` skill, it utilizes the Tideclaw machine identity to execute releases on isolated branches, ensuring that a busy or broken state on the `main` branch does not impact the availability of Nightly builds.

Release a skill for automating changelog generation.

The OpenClaw Changelog Update is an automated utility designed to regenerate the OpenClaw release changelog from Git history. Prior to any beta or stable release (or re-release), it rewrites the relevant version section of `CHANGELOG.md` based on the complete history manifest, eliminating reliance on outdated draft notes. Used in conjunction with `release-openclaw-maintainer`, this utility manages changelog content, ordering, grouping, and attribution, serving as a mandatory step in the release process.

Source-Audit-Driven Document Refactoring Skills

OpenClaw Refactor Docs is a skill designed for the source-audit-driven refactoring of existing OpenClaw documentation pages. Building upon the `openclaw-docs` skill—which handles style, page types, examples, and validation—it introduces a refactoring workflow that mandates the preservation and verification of all behavioral facts during rewriting, restructuring, splitting, or streamlining; this ensures that accurate descriptions of system behavior are not lost in the process. It requires source-based verification (against source code, tests, or schemas) for all behavior-sensitive information—such as configuration fields, commands, default values, and permission rules—rather than relying on inferences based on names or intent.

Skills for Mass-Producing Mergeable Bug-Fix PRs

OpenClaw Landable Bug Sweep is an automated, batch-oriented bug-fixing workflow designed for maintainers to generate high-quality, merge-ready (landable) bug-fix PRs from lists of issues or PRs. It employs strict candidate criteria—limiting scope to under 500 lines of code (LOC) and prohibiting new dependencies, configuration changes, or modifications to plugin SDK boundaries—alongside a systematic remediation loop and automated reviews ($autoreview). This process ensures that every generated PR is rebased onto the latest `main` branch, passes local tests and automated reviews, is successfully pushed, and clears GitHub CI checks. The workflow focuses exclusively on producing merge-ready PRs rather than generating analysis notes.

Release OpenClaw Plugin Testing

This is a skill for publishing and testing OpenClaw plugins, designed to help developers quickly build, publish, and validate custom plugins within the OpenClaw ecosystem. With this skill, users can automate plugin packaging, version management, release workflows, and integration testing to ensure plugins run stably across multiple platforms. Core features include: one-click plugin source packaging, automatic release note generation, smoke and regression testing, and publishing to the OpenClaw plugin marketplace. Suitable for all OpenClaw plugin developers, especially teams that need frequent iteration and release of plugins.

Channel Message Flows Skill

Channel Message Flows Skill is a core skill within the OpenClaw AI assistant ecosystem, designed to manage and process multi-channel message flows. This skill enables AI agents to seamlessly route and respond to messages across different channels (such as Slack, Discord, Telegram, etc.), supporting message filtering, priority sorting, auto-replies, and context retention. It is ideal for scenarios requiring unified message management, automated customer service, team collaboration, and intelligent notification distribution, significantly improving message processing efficiency and response speed.

Security Review Skill

The Security Review skill is a core module within the ECC (Agent Harness Performance Optimization System), specifically designed for comprehensive security reviews of code, configurations, and system architectures. It automatically identifies potential security vulnerabilities, misconfigurations, and non-compliant coding practices, helping developers detect and fix security issues early in the development cycle. This skill supports multiple programming languages and frameworks, providing detailed review reports and remediation suggestions. It is suitable for CI/CD pipeline integration, code review processes, and daily development security checks. By automating security reviews, teams can significantly reduce security risks and improve software quality and compliance.

Landscaping and Lawn Care Operations Skill

This is a comprehensive operational knowledge skill for landscaping contractors and lawn care operators. It covers pricing, licensing, equipment ROI, crew management, seasonal planning, and growth strategy. Based on real-world experience from the $130B+ US industry with 600,000+ landscaping businesses. Includes residential and commercial pricing tables for 12 service categories, profit margins by service line (45-70%), equipment ROI for every major purchase, state licensing requirements, EPA mandates, DOT rules and penalty schedules, seasonal revenue calendar, 10 KPIs with targets, crew structure and compensation from laborer to operations manager, a 5-stage growth playbook from $0 to $1M revenue, commercial contract essentials, and 8 common mistakes that kill landscaping businesses. Ideal for landscaping company owners, lawn care startups, property maintenance contractors expanding services, and AI agents advising green industry businesses.

Daily Health Briefing Skill for Garmin Users - 7-Layer Pattern Recognition

A Claude plugin skill tailored for Garmin users that automatically aggregates daily health data and generates insights with 7-layer pattern recognition. Covers wearable metrics, supplements, medications, activities, and lab results. Enables natural language queries to track health trends, spot anomalies, and optimize routines without manual data sorting.

Minor Injury First Aid Guide - Step-by-step Treatment for Scrapes, Cuts, Burns & Sprains

A Claude skill integrated into the Yorukusu iOS app that provides professional first aid guidance for minor injuries. Covers wound cleaning, disinfection, bandaging, and aftercare tips. Ideal for home use, outdoor adventures, and emergency preparedness.

Patient Adherence Monitoring & Caregiver Automatic Alert Skill

Automatically monitors patient medication behavior, and when critical doses are missed, multiple consecutive misses occur, symptoms are reported after medication, or weekly adherence drops below 80%, intelligently notifies caregivers and healthcare providers through graded alerts. Supports SMS, email, phone calls, with deduplication, symptom logging, and caregiver dashboard updates.