Search results for "System"

AI Tools

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

AI Tools

OpenCompass is an open-source large model evaluation system launched by Shanghai Artificial Intelligence Laboratory, providing one-stop evaluation services for large language models, multimodal models, and scientific intelligence models. The platform supports one click distributed evaluation of

AI Tools

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

AI Tools

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

AI Tools

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

AI Tools

HELM (Holistic Evaluation of Language Models) is a comprehensive language model evaluation framework initiated by the Stanford University Center for Fundamental Model Research (CRFM), aimed at systematically evaluating large language models through multidimensional, standardized, and reproducible

AI Tools

Fast.ai is an online learning platform and toolset dedicated to making deep learning more accessible. It offers free, practical deep learning courses for coders, emphasizing a fast path from zero to real-world projects. The core is the fastai library, built on PyTorch, which simplifies neural network training for tasks like image classification, NLP, and recommendation systems. Known for its 'top-down' teaching approach, it starts with practice before theory, ideal for developers, data scientists, and AI enthusiasts to quickly master deep learning skills.

AI Tools

heyCLI is a natural language tool for Linux commands that lets you work in the terminal using plain English. Instead of memorizing complex syntax, simply describe what you want to do in everyday language, and heyCLI will generate and execute the appropriate commands. It acts as your copilot for file management, system administration, networking, and more. Ideal for beginners, DevOps engineers, developers, and anyone looking to boost terminal productivity. Supports common commands and piping, making the Linux command line as easy as chatting.

AI Tools

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.

AI Tools

Kortix is ​​an open-source AI command center that treats company operations as a Git repository. By deploying autonomous AI agents (Suna), it connects to 3000+ tools, executes multi-step tasks in an isolated sandbox, and generates actual outputs such as reports and code. Self-hosting is supported, giving you complete control over data and configuration. It's ideal for developers and teams looking to build autonomous AI workflows with full ownership.

AI Tools

VoooAI is a next-generation AI video generation platform that enables text-to-video, AI short dramas, and ad video creation with a single sentence. It features a visual workflow canvas with drag-and-drop nodes, pre-built templates, and integration of top AI models like GPT Image-2, Seedance 2.0, and Kling O3. The platform supports multi-modal fusion (image, video, audio), advanced text understanding for precise prompt interpretation, and a high-speed concurrent execution engine. It offers vertical-specific solutions for film, marketing, education, and entertainment, including automated script-to-screen pipelines. The OpenClaw ecosystem reduces token consumption by 99% and enables hands-off content creation. With intelligent analysis and predictive optimization, VoooAI boosts creative success rates by 75%.

AI Tools

Midjourney Prompt Helper is a tool designed specifically for Midjourney users to create and manage prompts, and it has become a core feature of the PromptFolder ecosystem. It provides a visual interface that helps users build high-quality AI drawing prompts by selecting elements such as style, artist, lighting, and composition, significantly reducing the learning curve and improving creative efficiency. The tool is perfectly compatible with the latest Midjourney models and parameters, making it an essential productivity tool for digital artists, designers, and AI painting enthusiasts.

AI Tools

Weige Cloud is a next-generation data productivity platform that combines the ease of use of spreadsheets with the powerful capabilities of databases. It supports multiple view modes, cross-table linking, data synchronization, automation bots, and over 100 open APIs, covering 12 business scenarios such as project management and CRM. It is as ready-to-use as Excel yet as flexible and powerful as a database, enabling non-coders to build their own lightweight business systems. A free version is available, making it suitable for both team collaboration and personal data management.

AI Tools

Baidu AI Exploration Edition is a deep AI search and intelligent dialogue platform launched by Baidu based on the Wenxin big model. It deeply integrates Baidu's trillion level index content, Baijiahao, Baidu Wenku, Baidu Health, Baidu Lvlin and other proprietary ecosystems, as well as over 800000

AI Tools

360 Smart Drawing is an AI image creation platform launched by 360 based on its self-developed "360 Brain" large-scale model with hundreds of billions of parameters. Integrating the 360CV large-scale model and multimodal technology, it provides full-scene AI drawing and retouching functions, including text-to-image, image-to-image, doodle-to-image, partial redrawing, AI portrait, and LoRA model training. It has built-in models for thousands of styles, including traditional Chinese style, realistic, animation, and 3D, and supports bilingual (Chinese and English) prompts. As a member of the 360 ​​AI ecosystem, it has been integrated into the entire 360 ​​platform ecosystem.

AI Tools

The Beijing Academy of Artificial Intelligence (BAAI) is a leading AI research institute in China, focusing on cutting-edge AI technology development, open-source ecosystem building, and talent cultivation. Core features include: releasing world-leading AI large models (e.g., WuDao series), building open-source platforms (e.g., FlagOpen), hosting AI academic conferences (e.g., BAAI Conference), and promoting AI ethics and safety research. It serves researchers, developers, enterprises, and policymakers, providing comprehensive support from fundamental research to industrial application.

AI Tools

ModelScope is a leading open-source AI model platform in China, initiated by Alibaba DAMO Academy in conjunction with the CCF Open Source Development Committee. Adhering to the "Model as a Service" (MaaS) concept, the community has gathered over 200,000 open-source models, 30 million developers, and over 500 contributing organizations. It provides end-to-end services from model experience, download, fine-tuning, training to deployment, covering LLM, multimodal, speech, and AIGC fields. As a core infrastructure for AI developers in China, it is promoting the democratization of AI technology through "open source."

AI Tools

Eva Design System is a color palette generation tool powered by deep learning. Users simply select a brand color, and the system automatically generates a complete palette featuring ten gradient shades, while also deriving a semantically clear set of secondary colors based on color theory. It enables designers to rapidly build product UI color systems, ensuring scientifically sound and consistent color combinations.

AI Tools

Miaoduo is a next-generation, domestically developed design tool tailored for product design teams. Powered by AI, it covers the entire workflow—from responding to requirements and daily design tasks to R&D delivery. It offers professional interface editing, design system management, and prototyping capabilities, while leveraging AI to learn the team's design style and assist in generating and modifying interfaces. Its innovative "Miaoduo MCP" enables AI coding tools to generate code directly. With a flexible seat and credit-based pricing model, the platform aims to be a strong competitor to Figma.

AI Tools

Qdrant is an open-source vector similarity search engine designed for production-grade AI applications. It offers high-performance mixed dense and sparse vector retrieval, powerful metadata filtering, and real-time indexing capabilities. Its native Rust architecture ensures low latency and high throughput, making it widely used in scenarios such as RAGs, recommendation systems, and AI agents. It supports cloud, on-premises, and edge deployments.

AI Tools

MasterGo AI is a leading enterprise-grade AI design tool in China, offering four core capabilities: AI Quick Layout, AI Design Assistant, D2C Pro (design-to-code conversion), and MCP protocol support. Deeply integrated with enterprise design systems, it ensures immediate compliance upon generation and produces editable vector graphics as well as production-ready frontend code (e.g., React, Vue); it also supports private deployment. It has served over 100 industry-leading enterprises and generated more than 500 million lines of code to date.

AI Tools

Voicemaker is an AI text-to-speech tool offering a selection of over 130 languages ​​and 1,500+ voices, with support for emotion control, voice cloning, voice-to-voice conversion, and API integration. Its ProPlus models support SSML and voice effects, while the free version offers unlimited standard voiceovers. It is suitable for video narration, course creation, and IVR systems.

AI Tools

Pixso 2.0 is an all-in-one product design collaboration platform built for digital teams, integrating core functions such as whiteboarding, prototyping, UI design, interactive presentations, and developer handoff. Leveraging real-time cloud collaboration, auto-layout, design system management, and code generation capabilities, it enables product managers, designers, and developers to collaborate efficiently within a single tool, covering the entire workflow from requirements definition to final development.

AI Tools

Evidently AI is an open-source ML model monitoring and data quality evaluation platform focused on detecting model performance degradation, data drift, and concept drift in production. It supports various scenarios from tabular data to NLP and recommendation systems, offering visual dashboards, automated report generation, and real-time alerts. Helps data scientists and ML engineers quickly identify root causes of model decay, ensuring continuous reliability of AI systems.

AI Tools

iFlow is an AI productivity platform within Alibaba's technology ecosystem, offering capabilities such as AI search, in-depth research, paper reading, AI-generated PPTs, and intelligent writing. Its iFlow CLI is a free terminal AI programming assistant that supports code analysis and generation, and is hailed as the "Chinese version of Claude Code." The platform covers web pages, browser plugins, and mobile apps, aiming to improve efficiency in academic research, workplace work, and development.

AI Tools

Mobvoi Open Platform is a one-stop AI capability platform launched by Mobvoi, offering a range of artificial intelligence services including speech recognition, semantic understanding, text-to-speech (TTS), and wake-up word customization. Designed for developers, enterprises, and partners, the platform supports rapid integration of intelligent voice interaction features, widely used in smart hardware, in-car systems, smart home, and customer service robots. With rich APIs and SDKs, it helps users lower the barrier to AI development and achieve efficient, stable voice interaction experiences.

AI Tools

Jam AI is a smart bug reporting tool designed for developers and QA teams. With a single click via its browser extension, it captures page anomalies, console logs, network requests, and system environment details, then uses AI to automatically generate clear, reproducible steps and summaries. No more manual repro steps—create professional bug reports with full context including backend logs and recording links, speeding up issue triage and resolution. Supports iOS and offers advanced features like developer utilities and system reports.

AI Tools

JetBrains AI is an integrated artificial intelligence solution and service by JetBrains, designed to boost developer productivity and accelerate innovation through intelligent coding assistance, AI-powered development tools, and deep software development ecosystem expertise. It is embedded within JetBrains IDEs, offering code completion, error detection, automated refactoring, and enterprise-level customization and deployment.

AI Tools

Capsule is a self-serve video platform designed for enterprises, enabling teams to create on-brand video content at scale. It converts After Effects files into easy-to-use templates, allowing non-creative teams to produce professional videos independently while maintaining brand consistency. The platform offers custom motion design systems, hands-on training, and ongoing support, making it ideal for product demos, sales, ABM, paid media, and internal comms. Trusted by tech giants like NASA, Zendesk, and Webflow.

AI Tools

AiYou is a leading one-stop AI-powered picture book creation platform in China. Based on AIGC technology, users with zero experience can create animated picture books in 3 minutes. The platform supports AI-generated stories, storyboards, characters, scenes, voiceovers, and animations, with smart sharing and export functions. It also offers an AIGC education platform for primary and secondary schools, enabling institutions to achieve regular AI teaching without professional teachers, building a three-dimensional education ecosystem of 'AI digital literacy + content community + AI education'.

AI News

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 Compare AI Customer Service Systems in 2026? To be honest, the AI customer service industry has become incredibly competitive over the past two years. From the early days of "artific...

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Introduction: When AI Marketing Automation Is No Longer Optional, but Essential To be honest, if you've been in marketing for any length of time, you've had those moments—3 AM, manually replying to in...

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Introduction: Why Is Your Content Production Still Stuck in "Manual Mode"? Let's be honest—when you open your computer every day, do you feel like a soulless typing machine? Topic selection, outlinin...

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Introduction: Why Is Your Workflow Still Stuck in "Manual Mode"? Folks, let me ask you a tough question first: Are you still doing these things every day at work—copying and pasting data from System A...

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Introduction: When AI Begins to Predict the Future, What Should We Do? To be honest, when I first encountered the concept of "AI Future Prediction," I was skeptical. After all, no matter how powerful...

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Preface: Why You Need an AI Customer Service System Comparison Guide? Folks, to be honest, I've been bombarded by ads for various AI customer service systems lately, to the point of questioning my san...

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```html Free AI Tools Test Report: 2026 Latest Benchmarks, Experience & Comparison | Data-Driven body { font-family: -apple-system, BlinkMacSystemFont, "Segoe...

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Introduction: Why You Need a Reliable AI Customer Service System Comparison? Folks, whether you're in e-commerce, SaaS, or private domain operations, haven't these past two years been giving you a hea...

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Preface: Why I Wrote This AI Customer Service System Comparison Guide Let me start with my real experience. Last year, I helped a friend who runs an e-commerce business select a customer service syste...

Skills in Drafting and Reviewing Technical and Governance Documentation

"Technical Documentation" is a skill dedicated to creating and reviewing high-quality technical documentation and agent instruction files—ranging from contributor governance documents (e.g., AGENTS.md, CONTRIBUTING.md) to product documentation (e.g., docs/, README, framework source files). Applicable to both "brownfield" scenarios (existing products or codebases) and "evergreen" contexts (ensuring long-term accuracy and reusability), this skill employs systematic inventory checks, multi-language scope analysis, sub-agent orchestration, and proactive issue scanning to ensure documentation remains clear, actionable, and maintainable for both humans and agents.

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.

OpenClaw Testing Skill

The OpenClaw Testing Skill is an example skill within the OpenClaw personal AI assistant ecosystem, designed to demonstrate how to create, organize, and deploy agent skills. Located in the .agents/skills/openclaw-testing directory of the openclaw repository, it includes SKILL.md and other supporting files. This skill showcases the standard structure and best practices for skill development, making it ideal for developers to learn and reference, enabling them to quickly get started in creating their own AI Agent skills.

OpenClaw QA Testing Skill

The OpenClaw QA Testing Skill is a professional testing skill within the OpenClaw personal AI assistant ecosystem, designed for quality assurance and automated testing scenarios. Based on the OpenClaw platform, it supports running on any operating system and platform, helping developers efficiently execute test cases, verify software quality, and generate test reports. Key features include cross-platform compatibility, flexible test framework integration, and automated test process management. Suitable for regression testing, functional testing, integration testing, and other scenarios in the software development lifecycle, significantly improving testing efficiency and accuracy.

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.

DeFi AMM Security Skill

The DeFi AMM Security Skill is a specialized module within the ECC system, focusing on security analysis and vulnerability detection for Decentralized Finance (DeFi) Automated Market Makers (AMMs). This skill covers core security concepts of AMM protocols, common attack vectors (such as flash loan attacks, price manipulation, slippage attacks), auditing methodologies, and best practices. It is suitable for blockchain security engineers, smart contract auditors, and DeFi developers to identify and mitigate security risks in AMMs, enhancing protocol security.

Security Bounty Hunter Skill

The Security Bounty Hunter skill is a specialized security skill within the ECC (Agent Harness Performance Optimization System), designed for security researchers and bounty hunters. It integrates multiple security testing tools and methodologies to help users efficiently discover vulnerabilities in web applications, APIs, mobile apps, and more. Core features include automated vulnerability scanning, intelligent payload generation, target reconnaissance and information gathering, and vulnerability report template generation. By leveraging advanced AI reasoning capabilities, this skill simulates attacker thinking, providing precise vulnerability verification steps and remediation suggestions. Suitable for penetration testing, bug bounty programs, security audits, and more, significantly improving security research efficiency.

Healthcare PHI Compliance Skill

This skill focuses on Protected Health Information (PHI) compliance in the healthcare domain, helping developers and organizations ensure their AI agents and automation systems adhere to privacy regulations like HIPAA when handling sensitive medical data. It provides best practices for secure PHI handling, data masking methods, access control policies, and audit logging capabilities, suitable for healthcare, health tech, insurance, and bioinformatics scenarios to ensure data security and compliance.

Perl Security Skill

The Perl Security Skill is a specialized skill within the ECC (Agent Harness Performance Optimization System), focusing on secure development and vulnerability protection for the Perl programming language. It provides core features such as Perl code security best practices, common vulnerability detection and remediation, input validation, output encoding, SQL injection protection, and XSS protection. Suitable for developers writing secure Perl scripts, security auditors, and teams looking to enhance the security of their Perl applications. By integrating this skill, you can automatically detect security risks in Perl code and receive remediation suggestions, ensuring the security of Perl applications in production environments.

Maintain Hand Tools

This skill focuses on the maintenance and care of hand tools, covering operations such as cleaning, lubrication, adjustment, and repair. It is applicable to daily maintenance of various hand tools like wrenches, screwdrivers, pliers, and hammers. Through systematic procedures and checklists, it helps users extend tool lifespan, improve work efficiency, and ensure operational safety. Suitable for repair technicians, DIY enthusiasts, workshop managers, and more.

HIPAA Compliance Skill

The HIPAA Compliance Skill is part of the ECC (Agent Harness Performance Optimization System), specifically designed to help AI agents and development tools meet the requirements of the Health Insurance Portability and Accountability Act (HIPAA). This skill provides guidelines, policies, and best practices for securely handling Protected Health Information (PHI), ensuring that AI applications developed in environments like Claude Code, Codex, Opencode, and Cursor comply with healthcare data privacy and security standards. Ideal for AI projects handling medical data, health tech applications, and healthcare IT systems.

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.

AI Cleaning Skill

AI Cleaning Skill is a skill package designed for AI agents such as Claude Code, Manus, OpenClaw, etc., for automating housekeeping and cleaning tasks. By defining cleaning scripts and rules, this skill helps AI agents efficiently manage files, directories, and system environments. It is suitable for scenarios like development workspace organization, temporary file cleanup, and log archiving. The skill package includes a SKILL.md definition file and a scripts directory, supporting flexible configuration and extension, significantly improving the automation level and accuracy of AI agents in cleaning tasks.

Home Services Cleaning Skill

This skill focuses on intelligent management of home cleaning services, providing end-to-end support from task planning and execution to acceptance. Core features include: automatic generation of cleaning task lists, recommendation of cleaning plans based on room type and area, recording cleaning history and analyzing service quality, and supporting user feedback and rating systems. Suitable for daily housekeeping, deep cleaning, post-move cleaning and other scenarios, aimed at improving cleaning efficiency and service satisfaction through AI assistance.

Restroom Cleaning Protocol

The Restroom Cleaning Protocol is a professional skill template designed to provide AI assistants with a standardized restroom cleaning workflow and guidelines. This skill defines cleaning steps, tools, safety precautions, and inspection checklists in detail, ensuring efficient, thorough, and hygienic cleaning. It is suitable for property management, housekeeping services, hotel cleaning, and other scenarios, helping users or AI systems quickly master professional cleaning methods to improve service quality and consistency. Core features include step-by-step guidance, tool lists, safety tips, and acceptance criteria.

Facade Documentation Skill

This skill creates before-after documentation and acceptance protocols for facade projects. Core features include: image comparison (before/after), condition checklists, water meter documentation, and PDF generation. It activates automatically with relevant requests and supports manual activation via specific commands. The skill is part of the FassadenFix ecosystem and is recommended to be used with fassadenfix-branding for CI guidelines. Suitable for professionals needing efficient management and recording of facade project documentation.

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.

GitHub Security Advisory Maintainer Skill

This skill is a component of the OpenClaw personal AI assistant ecosystem, specifically designed for maintaining GitHub Security Advisories (GHSA). It helps developers efficiently manage, create, and update security advisories, ensuring the security of open-source projects. By automating processes, it reduces manual errors and improves security response speed. Suitable for GitHub project maintainers who frequently handle security vulnerability reports, publish security patches, and coordinate security disclosures.

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.

Maintainer Skills for Automated Review and Merging

OpenClaw PR Maintainer is a GitHub workflow automation tool designed for OpenClaw project maintainers to systematically review, triage, merge, and close issues and pull requests. It assists maintainers in efficiently managing external contributions while ensuring codebase quality and decision-making consistency through intelligent retrieval (prioritizing local archives), contributor identity analysis, deep code review (requiring an understanding of the full runtime context), and evidence-based merging criteria (mandating reproducible bug fixes).

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.

Telegram CrabBox E2E Proof Skill

The Telegram CrabBox E2E Proof Skill is a specialized skill within the OpenClaw personal AI assistant ecosystem, designed to automate end-to-end verification of CrabBox functionality through the Telegram messaging platform. Leveraging the agent capabilities of the OpenClaw framework, this skill automatically executes the complete verification flow from message reception, processing, to result feedback, ensuring the stability and correctness of CrabBox features in the Telegram environment. It is suitable for development testing, quality assurance, and automated operations, helping teams quickly identify and fix integration issues.

Skills in systematic debugging and problem localization

OpenClaw Debugging is a skill for systematically troubleshooting behavioral discrepancies in OpenClaw. When OpenClaw exhibits inconsistent performance across local testing, live models, different providers, code-mode, Tool Search, Crabbox, or CI environments, this skill enables you to pinpoint issues by selecting the appropriate logs, probing methods, and verification paths, rather than relying on blind guesswork.

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.

Security Bounty Hunter Skill

The Security Bounty Hunter skill is a professional module within the ECC (Agent Capability Optimization System), specifically designed for cybersecurity researchers and bug bounty hunters. This skill integrates vulnerability scanning, penetration testing assistance, security report generation, and more, supporting operation in mainstream AI coding environments such as Claude Code, Codex, Opencode, and Cursor. With this skill, users can efficiently discover security vulnerabilities in web applications, APIs, smart contracts, and other targets, and generate vulnerability reports that meet industry standards. The skill includes pre-configured detection scripts, reference documents, and intelligent agents to help users quickly get started with security testing workflows. It is suitable for security audits, bug bounty programs, compliance checks, and other scenarios, making it a powerful assistant for cybersecurity professionals.

Rain Bird IQ4 CLI Setup

This is a command-line tool for the Rain Bird IQ4 cloud API, enabling users to manage irrigation schedules from the terminal. This skill focuses on setting up and initializing the Rain Bird IQ4 CLI environment, including authentication configuration, dependency installation, and connection testing. It is ideal for gardening enthusiasts, farm managers, or automation engineers who need to control irrigation systems efficiently without a graphical interface.