Search results for "UI"

AI Tools

ISlide is an AI PPT plugin tool that is deeply integrated into PowerPoint and WPS. Users can use a one sentence theme or upload 45+document formats such as Word, Xmind, Markdown, etc. AI automatically generates a logically rigorous outline and outputs a complete PPT with just one click. Built in 86

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AstronClaw is a cloud based AI intelligent agent platform officially launched by iFlytek on March 12, 2026. It is built on the OpenClaw core architecture and focuses on security and usability. The product adopts a hybrid architecture of "cloud rapid deployment+local sandbox operation", supporting

AI Tools

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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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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Starflow is a one-stop AI creative design platform launched by LiblibAI, which will be fully launched in July 2025. The platform is equipped with a self-developed Star-3 Alpha image generation model, providing full chain AI creation capabilities such as image generation, video synthesis, 3D

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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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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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AIPRM is a browser extension and prompt management tool for mainstream AI platforms such as ChatGPT, Claude, Gemini, Midjourney, etc. It provides over 5400 community approved ready to use prompt words. It supports guided creation of prompt words, multivariable settings, customization of tone and

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GPTZero was founded by Princeton Chinese alumni Edward Tian and Alex Cui in January 2023, and is a leading global AI content detection platform. It can accurately detect whether text, images, audio, and video are generated by AI, and supports recognition of mainstream models such as ChatGPT, GPT-4,

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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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Copyleaks is an AI based originality detection platform. Its core capability is the ability to accurately distinguish between human written and AI generated content (such as ChatGPT, Gemini, Claude, and other models), while comparing massive databases to identify plagiarism and similarity in text,

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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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"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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StableLM is an open-source large language model series launched by Stability AI. It is trained on The Pile extended dataset, which contains 1.5 trillion tokens. It offers multiple parameter versions, including 1.6B, 3B, 7B, and 12B, and supports text generation and code writing. It is licensed under the CC BY-SA 4.0 open-source license, allowing free commercial use. Stable LM 2 12B outperforms Llama 2 70B in some benchmark tests. It is suitable for developers, researchers, and small and medium-sized enterprises for private deployment.

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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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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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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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OpenAI Codex is an AI programming agent launched by OpenAI, with a cloud based software engineering agent as its core form, capable of independently completing the entire development process from requirement understanding to code delivery. After users describe the task objectives through natural

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Ginlix is ​​an AI-powered company specializing in financial investment research. Its flagship product, LangAlpha, is an open-source investment research framework. Employing a Programmatic Tool Call (PTC) architecture, it allows AI agents to process financial data by writing and executing code, with a persistent workspace that enables research to accumulate like a codebase. It supports built-in models and can be deployed privately. It is suitable for individuals and institutions looking to leverage AI for deep, verifiable investment decisions.

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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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LLaMA is an open-source family of large language models launched by Meta, evolving from LLaMA 1 in February 2023 to multimodal LLaMA 4. The 70B parameter version boasts performance close to GPT-4, while the 405B version rivals GPT-4o. It is completely open-source and commercially viable. Enterprises can download and deploy it on their own servers without data sharing, meeting compliance requirements in industries such as finance and healthcare. With over 1.2 billion downloads globally, it is suitable for developers and enterprises requiring private deployment and deep customization.

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CheckforAi is a high-precision AI text detection tool created in 2023 by Stanford online high school students. Utilizing Transformer neural networks and hard negative sample mining techniques, it achieves 99% accuracy and an extremely low false positive rate in comprehensive benchmark tests. Completely free to use, it offers risk scoring and in-depth analysis capabilities, aiming to help educators and content creators maintain originality.

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NetEase AI Creative Workshop is an online AI drawing platform launched by NetEase Cloud Classroom. Based on Stable Diffusion technology, it provides a native SD interface on a web page, requiring no local installation or configuration. The platform integrates over 150 pre-trained models, covering all scenarios including realistic portraits, game icons, clothing models, commercial illustrations, and blind box design. It supports cloud-based text-to-image, image-to-image, partial redrawing, and ControlNet, and also provides online model training tools. The free version allows 20 creations per day, while the paid version starts at 79 RMB/month. Suitable for designers, e-commerce sellers, game industry professionals, and AI drawing enthusiasts, it allows everyone to easily achieve "creative freedom."

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Winston AI is a self-proclaimed industry-leading AI content verification tool used to identify whether text and images are AI-generated. It boasts a 99.98% accuracy rate, supports multiple languages ​​including Simplified Chinese, and offers OCR text extraction, browser plugins, and detailed verification reports. It is suitable for educational institutions, SEO professionals, publishers, and individuals who need to verify the authenticity of content.

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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.

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Toby is a visual tab management extension that transforms your new tab page into an intuitive Kanban-style workspace. It allows you to organize tabs into groups via drag-and-drop and supports one-click session saving, cross-device cloud syncing, and smart search. Say goodbye to the "save and forget" trap of traditional bookmarks; Toby is ideal for professionals and researchers who juggle multiple projects and frequently keep dozens of tabs open. The free version covers basic needs, while the Pro version unlocks team collaboration features.

AI Tools

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.

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

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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

DeepLink is an AI native application and digital employee platform under E-House China, focusing on the real estate vertical field. It was established in 2025. The company has built an exclusive AI solution for the real estate industry covering the entire chain of land, development, trading, and

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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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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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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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This article provides a detailed explanation of how ordinary people can use AI to mass produce movie commentary videos, including ChatGPT prompts, a free tool list, automatic editing tutorials, and anti handling techniques. Even with zero foundation, you can update 10 items per day, which is

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Global AI infrastructure welcomes unprecedented capital surge, with Broadcom and Google joining forces

Multi-agent task allocation and scheduling capabilities

Clawdtributor is a built-in multi-agent scheduling core component of OpenClaw. It automatically breaks down complex tasks and creates batches of sub-agents for parallel execution. Supporting various load-balancing strategies and consolidating the verification of all sub-task results, it significantly boosts processing efficiency in scenarios such as bulk research, code auditing, and distributed data collection.

ClawSweeper: Automated Warehouse Work Order Cleanup and Inspection Capability

ClawSweeper is an intelligent DevOps agent skill designed for OpenClaw to automate issue management in GitHub projects. It automatically scans repository issues and pull requests (PRs) to identify invalid items—such as those that are stale, unreproducible, or already resolved—and uses AI to generate standardized closing comments for batch archiving, thereby reducing manual maintenance effort. It features built-in safety safeguards to prevent the accidental closure of issues marked with protected labels, linked to active PRs, or created by administrators. Additionally, it supports scheduled polling, manual trigger commands, issue status queries, and the automatic submission of fix PRs.

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 Secret Scanning Maintainer

OpenClaw Secret Scanning Maintainer is an AI assistant skill designed for the OpenClaw project, aimed at automatically detecting, scanning, and maintaining sensitive information (such as keys, tokens, passwords) in code. Based on scripts and configurations in the GitHub repository, it helps developers prevent sensitive data leaks and ensure code security. This skill is suitable for CI/CD environments, can be integrated into development workflows, and provides real-time scanning and alerting to enhance project security.

Control UI E2E

This is an Agent skill for end-to-end UI control, developed as part of the OpenClaw project. It enables AI assistants to directly manipulate graphical user interface elements via command line or scripts, enabling automated testing, interface operations, and workflow control. Core features include: simulating mouse clicks, keyboard input, window management, element locating, and state detection. It is suitable for cross-platform, cross-OS UI automation scenarios such as software testing, data entry, and repetitive interface task automation. The skill emphasizes safety and controllability, supports custom script extensions, and is ideal for developers and test engineers integrating into their workflows.

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.

Discrawl — Discord Offline Archiving and Smart Search

Discrawl 是 OpenClaw 生态系统中的一个技能模块，用于将 Discord 服务器数据（频道、线程、消息、成员资料）离线同步到本地 SQLite 数据库，并提供全文搜索、成员目录、实时增量更新和 TUI 界面等功能。它优先使用本地归档数据回答 Discord 相关问题，仅在数据过时或范围不足时才回退调用 Discord API

Gitcrawl —— 本地GitHub归档搜索与PR状态同步技能

Gitcrawl is a tool designed for searching and interacting with GitHub issues and pull requests, prioritizing local archives. Its core philosophy is to utilize locally cached archive data before calling the live GitHub API, thereby improving search efficiency and reducing real-time dependency on the API. Built as a Go module, it can be installed using the command: `go install github.com/openclaw/gitcrawl/cmd/gitcrawl@latest`.

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.

Laravel Security Skill

This is an Agent security skill designed specifically for the Laravel framework, aimed at helping developers identify, prevent, and fix common security vulnerabilities. The skill covers core security areas such as SQL injection, XSS attacks, CSRF protection, authentication authorization, encryption and decryption, and provides automated security scanning, code auditing, and best practice recommendations. It is suitable for development, testing, and production environments of Laravel projects, significantly enhancing application security and reliability.

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.

Django Security Skill

The Django Security Skill is a specialized skill within the ECC project, focusing on helping developers ensure application security when using the Django framework. It covers common web security threat protections such as cross-site scripting (XSS), SQL injection, cross-site request forgery (CSRF), clickjacking, and provides best practice guidelines. Suitable for all development teams building web applications with Django, especially enterprise-level projects requiring enhanced security. By integrating this skill, developers can quickly identify and fix security vulnerabilities, improving overall application security.

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.

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.

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.

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.

Security Triage Skill

Security Triage is an Agent Skill from the OpenClaw project, designed to help AI assistants or users quickly perform initial classification and prioritization of security incidents, alerts, or potential threats. This skill uses a structured analysis process to identify the type of security issue (e.g., malware, network attack, data breach), assess its severity, and provide preliminary response recommendations. It is suitable for security operations personnel, incident response teams, and individuals or organizations looking to automate security classification workflows. Use cases include SOC (Security Operations Center) alert handling, penetration testing result classification, and preliminary vulnerability report analysis. This skill is based on an open-source project on GitHub and can be integrated into various AI platforms.

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.

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.

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.