Search results for "automatic"

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

AI Tools

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

AI Tools

AI Prompt Genius is an open-source browser extension tool designed specifically for ChatGPT users. Its core functions include: automatically saving ChatGPT conversation history, importing/exporting prompt word templates, one click exporting conversations to PDF/image/Macrodown/JSON formats, local

AI Tools

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

AI Tools

Magic Design is an AI-powered design tool from Canva that automatically generates designs—such as posters and presentations—based on text input or uploaded images. A free version is available, while the Pro version unlocks additional features.

AI Tools

Toast is an AI application generation platform launched by Tencent in May 2026, positioned as an "exploratory atmosphere coding (Vibe Coding) product." Users only need to describe their ideas in natural language, and AI can automatically complete the entire process from function breakdown and interface design to APK packaging.

AI Tools

YiQiJian is a powerful free online AI video editing tool that offers a massive library of materials, exquisite video templates, intelligent text recognition, text segmentation, text-to-subtitle, speech-to-subtitle, smart voice dubbing, and automatic matching of materials and templates. It supports cloud-based automatic video synthesis and one-click publishing to mainstream video platforms, helping self-media and content creators produce videos at zero cost and achieve rapid multi-channel distribution. Key features include AI digital humans, real-time trending news, smart video planning, deep content creation, and AI auto-editing, making it the world's first free AI video creation agent.

AI Tools

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.

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

imgcook is an intelligent tool that automatically generates front-end code from design drafts with one click. It supports various design formats such as Sketch, PSD, and images, intelligently recognizing layers, styles, and layouts to produce high-quality code (React, Vue, Mini Programs, etc.). No manual coding needed, significantly boosting development efficiency for designers and front-end developers.

AI Tools

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.

AI Tools

Tongyi Listening is an AI audio and video assistant launched by Alibaba Cloud. Based on the Tongyi big data model, it enables real-time speech-to-text conversion, intelligent summarization, multilingual translation, and speaker identification. It supports uploading audio and video files up to 6 hours long and generates meeting minutes, mind maps, and to-do lists with one click. The free version provides 48 hours of real-time recording credits daily. It is suitable for professionals, students, journalists, and other groups who frequently need to process audio and video content.

AI Tools

MetaAI Search is an intelligent search engine launched by Shanghai MetaNet Technology Co., Ltd. based on its self-developed MetaLLM large-scale model. It offers three search modes: concise, in-depth, and research-oriented. It supports searches across the entire web, document libraries, academic resources, podcasts, and more. Search results automatically generate outlines and mind maps, with each result accompanied by references. It incorporates the DeepSeek R1 deep thinking model, supporting a "think first, then search" research mode. It is compatible with web pages, apps, and mini-programs, with a free daily search limit of 100 times. Suitable for students, researchers, and professionals, it transforms information retrieval from "providing links" to "providing direct answers."

AI Tools

Rows is an AI-powered smart spreadsheet platform that enables data analysis, formula generation, and chart creation through natural language queries. It connects to over 50 data sources—such as Google Analytics, Stripe, and Salesforce—to automatically import real-time data and generate shareable, interactive dashboards with a single click. Say goodbye to complex VLOOKUPs and PivotTables, and empower everyone to work like a data analyst. The free version supports unlimited spreadsheets, making it ideal for professionals in marketing, operations, finance, and other roles involving daily data tasks.

AI Tools

Notta is an AI-powered meeting recording tool that supports real-time transcription and translation in 58 languages. It automatically generates transcripts and summaries from meetings, interviews, or lectures, and—via the "Notta Brain" feature—creates visual deliverables such as PowerPoint presentations and infographics. It is ideal for executives, sales professionals, consultants, and researchers looking to maximize the utility of information from their meetings.

AI Tools

Midjourney is widely recognized as the AI ​​painting tool with the highest output quality. It can generate artistic images using natural language simply by opening a webpage, without requiring local deployment.

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

Pimento is an ad creative platform that connects to advertising accounts—such as Meta, TikTok, and Google—to access real-time performance data, enabling teams to rapidly generate and publish ad creatives with a single click. It monitors creative fatigue and automatically generates new briefs based on actual performance, aiming to enhance ad effectiveness and collaborative efficiency.

AI Tools

Designs.ai is an all-in-one creative platform integrating various AI models and offering a comprehensive suite of tools—including logo generation, video production, image creation, copywriting, and voice synthesis. Its core feature is "brand consistency": users can extract brand visual guidelines via a single URL, ensuring that all output automatically aligns with the brand's identity. Requiring no prior design experience, the platform is suitable for individual creators, marketing teams, and enterprises alike.

AI Tools

Pippit AI is ByteDance's all-in-one AI creation assistant, focusing on AI story and short drama creation. The platform offers an immersive short film Seedance 2.0 Mini experience version, supporting blockbuster replication, automatic analysis of highlights, and reference copywriting, themes, and art styles. Users can leverage features like one-shot shooting, multi-image generation for continuous natural transitions, and quickly turn inspiration into cinematic short films. Additionally, the platform includes innovative tools such as Short Drama Agent 2.0 script collaboration and animation canvas, unlocking cinematic-level art styles for freer and more controllable expression.

AI Tools

Brandmark Color Wheel is an AI-powered color tool designed for logos, illustrations, and graphic design. Users upload grayscale designs, and the AI ​​automatically generates thousands of unique color schemes, capable of simulating various artistic styles such as Andy Warhol’s pop art and Soviet Realism. No registration is required, and all processing takes place locally within the browser, aiming to provide designers with a constant stream of color inspiration.

AI Tools

LOVO AI is a high-fidelity text-to-speech and video creation platform. Its core product, Genny, integrates voice generation with online video editing, offering over 500 voices and 100 languages, alongside features such as AI scriptwriting and automatic subtitling. Supporting voice cloning and team collaboration, the platform is ideal for content creators, marketers, and educators.

AI Tools

Replit Agent is an AI-powered creative development tool that transforms your plain language descriptions into fully functional apps, websites, mobile apps, designs, slides, data visualizations, and more. Unlike a chatbot that only answers questions, Agent takes action: it sets up your project, writes code, creates applications, checks its work, and fixes problems along the way. Describe what you want in everyday language — no coding or technical knowledge required. Agent handles everything from planning to deployment. Plan mode allows you to brainstorm, break down complex projects into ordered task lists, and refine before any code is written.

AI Tools

remove.bg is an AI-powered online background removal tool that automatically removes image backgrounds 100% automatically. Simply upload an image and get a transparent PNG or white background in 5 seconds with no manual editing. It's ideal for greeting cards, e-commerce product photos, social media posts, photography, marketing materials, and more. Features include magic brush, API integration, and plugins for popular design software like Photoshop, Figma, and Shopify. Suitable for individuals, photographers, marketers, developers, e-commerce sellers, car dealers, and enterprises. Free to use with paid plans for higher resolutions.

AI Tools

Typecast is an AI-powered platform for voice and video content creation, offering a library of over 700 voices based on real human recordings alongside voice cloning capabilities. Its core "Smart Emotion" technology automatically matches intonation and emotion to the text; the platform also supports API integration and mobile synchronization, catering to a wide range of voiceover needs—from individual creators to enterprises.

AI Tools

JianDan Design is a content creation tool specifically designed for platforms like Xiaohongshu. Users simply enter a topic, and the AI ​​automatically handles copywriting, image selection, and layout to generate multi-page posts ready for immediate publication. It supports various sectors—including local lifestyle services, e-commerce, and education—and has already assisted in the creation of over 50,000 pieces of high-quality content.

AI Tools

Tingnao AI is an AI-powered tool for audio-to-text transcription and meeting minutes generation. It supports real-time transcription, file uploads, and the processing of online audio and video content. Powered by advanced models like DeepSeek-R1, it features automatic speaker identification, intelligent summarization, and action item extraction, enabling the processing of a one-hour meeting in just three minutes. It supports multiple languages—including Chinese, English, Japanese, and Korean—and is available for an annual fee of just 199 RMB, making it ideal for professionals, students, and content creators who frequently handle audio and video materials.

AI Tools

Pebblely is an AI-powered product photography tool designed for e-commerce sellers, marketers, and content creators. Simply upload a product image and generate professional-grade product photos in seconds with various styles, suitable for marketplace listings, social media content, website imagery, email banners, ad creatives, and more. No Photoshop skills required. With 100+ built-in templates and bulk generation support, it helps businesses scale content creation efficiently. Trusted by over 1 million creatives with 25 million+ images generated globally.

AI Tools

AgentGPT is a powerful autonomous AI agent creation tool that allows users to configure and deploy custom AI agents through a simple web interface. No programming experience is required; users only need to name the target AI agent and set goals. AgentGPT will automatically break down tasks, execute operations, and iterate optimizations until the goal is achieved. The tool supports a variety of use cases, such as workflow automation, content generation, data analysis, customer service, etc., making it suitable for individual developers, enterprises, and teams to quickly implement AI-driven automation solutions. Its core advantages include zero-code operation, autonomous task planning and execution, and scalable agent behavior.

AI Tools

VEED.IO is an online AI video editing platform featuring text-to-video generation, automatic subtitles, AI voiceovers, background noise removal, and 8K upscaling. Integrating cutting-edge models such as Sora 2 and Veo 3.1, it offers a comprehensive workflow—from recording and editing to one-click publishing—trusted by teams at companies like Google and Meta, making it ideal for creators to rapidly produce high-quality video content.

AI News

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

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.

Parallels Discord Roundtrip Skill

Parallels Discord Roundtrip is a skill designed for the OpenClaw personal AI assistant, enabling seamless message round-tripping and task coordination between Discord and the Parallels desktop environment. This skill leverages Discord's real-time communication capabilities to interact with Parallels virtualization environments, supporting cross-platform command execution, file synchronization, and status monitoring. It is ideal for developers and operations personnel who need to manage multiple virtual machines and Discord collaboration scenarios simultaneously, with the AI agent automatically handling message routing and task scheduling to significantly boost productivity.

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.

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.

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.

Plant Care Plan Skill

The Plant Care Plan Skill is an intelligent assistant designed for community gardening enthusiasts, helping users create personalized plant care plans. Based on factors such as plant species, growing environment, and seasonal changes, it automatically generates detailed care schedules including watering, fertilizing, pruning, and pest control. It supports a wide range of common indoor and outdoor plants like pothos, succulents, roses, and tomatoes. Through natural language interaction, users can query care advice, adjust plans, or record plant growth logs at any time. Suitable for home gardening, community garden management, and plant care education, this skill empowers everyone to become a plant care expert easily.

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.

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.

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.

Job Scheduling Skill

This is an AI-powered job scheduling skill designed to intelligently manage and optimize field service tasks. It supports automatic work order assignment, dynamic schedule adjustments, task progress tracking, and integrates with intelligent agents (e.g., Glen AI) for real-time decision-making. Suitable for landscaping, facility maintenance, and other field service industries to improve scheduling efficiency and resource utilization.

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.

Visualizing differences and sharing skills

Diffs is a skill used to transform edited text into visual, shareable diffs. It takes the "before" and "after" text or unified patch string from the diffs tool and automatically generates human-readable rendered files (PNG/PDF) or interactive online preview links, avoiding the need to manually write tedious edit summaries.

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.

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.

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.

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.

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.

Legal Compliance Skill for Wound Assessment Nursing

A specialized skill designed for nurses to generate legally compliant wound assessment records automatically, providing standardized templates, legal reference citations, permission management, and audit trails to reduce medical dispute risks.

Nursing Care Plan Generator - Evidence-Based NANDA-I/NOC/NIC Framework Tool

Automatically generates structured evidence-based nursing care plans linking NANDA-I diagnoses to NOC outcomes and NIC interventions. Supports PES-format statements, Likert-scale outcome indicators, specific nursing activities with frequency recommendations, and evidence-based rationale. Ideal for post-operative respiratory monitoring, fall prevention, and acute pain management.

Nursing Discharge Planning Skill: Automated Personalized Discharge Guidance and Follow-up Plan

This skill offers healthcare institutions a standardized and personalized tool for discharge planning. It automatically generates discharge instructions, medication lists, follow-up schedules, and rehabilitation suggestions based on patient history, treatment, and living environment, helping nurses efficiently complete the discharge process and reduce readmission risks.

Eldercare Daily Report — Automatic Daily Summary from Home Assistant Sensors

Runs daily at 21:00 to aggregate data from multiple eldercare skills (monitoring, SOS, video calls, companion, sleep, exercise, weather, visitor, multi-room, health log, medication) and writes a natural-language Vietnamese report to send to family Zalo group. It collects sensor history from Home Assistant (temperature, humidity, motion) and enriches the report with insights, trends, and alerts.

Eldercare Exercise — Voice-Guided Bedridden Workout with Auto Timer and Level Adjustment

A lightweight exercise skill designed for elderly individuals who are bedridden or can sit. It uses TTS to guide each movement step by step, with automatic counting, rest breaks, and three difficulty levels (bedridden, sitting, standing with support). Supports daily cron at 9 AM or chat triggers, integrates with Home Assistant media player for voice output. Disabled by default; requires family activation and medical clearance.

Smart Incontinence Status Alert Skill: Visual AI Automatic Detection of Wet Clothing and Abnormal Excretion

Based on visual AI technology, automatically identifies wet clothing and abnormal excretion in incontinent elderly, bedridden patients, and infants. Analyzes image texture and reflection features to monitor body surface status in real-time. Upon detecting anomalies, instantly pushes notifications to caregivers for timely cleaning and changing, reducing risks of skin eczema, diaper rash, and infections, improving care quality and response efficiency.

Landscape Maintenance Plan Skill

This skill is designed to generate and manage landscape maintenance plans. Built on the Claude Skills framework, it helps users create customized outdoor landscape maintenance schedules, including task timelines and operational guides for pruning, watering, fertilizing, pest control, and more. Suitable for gardeners, property managers, or homeowners, it automatically adjusts maintenance frequency and content based on local climate, plant species, and seasonal changes, ensuring healthy and beautiful landscapes while improving maintenance efficiency.

Multimodal Repair Skill

Multimodal Repair Skill is a core AI skill module in the SmartEstate intelligent real estate system, supporting home device fault diagnosis and repair guidance through multiple input methods such as text, images, and voice. This skill integrates multimodal AI models, capable of recognizing user-uploaded device photos, problem descriptions, or voice commands, automatically analyzing fault causes, and generating detailed repair steps or recommending professional services. It is suitable for smart home maintenance, property management, facility repair reporting, and other scenarios, significantly improving repair efficiency and user experience.

Cleaning System Skill

The Cleaning System Skill is a core skill of the Wayland AI agent for smart homes, focusing on the management and automation of household cleaning tasks. This skill perceives environmental conditions, reasons about cleaning needs, and executes corresponding cleaning operations such as sweeping, mopping, and vacuuming. It seamlessly integrates with smart home devices like robot vacuums and smart mops, automatically planning cleaning routes and adjusting strategies based on room layout and dirt levels. Users can initiate cleaning tasks via voice or text commands, and the skill provides real-time progress updates and maintains cleaning history. Suitable for indoor environments like homes and offices, it aims to improve cleaning efficiency, reduce manual intervention, and allow users to enjoy smarter, cleaner living spaces.

Environment Report Skill

Environment Report Skill is an Agent skill designed to collect and report system environment information. It automatically detects and summarizes key parameters of the current runtime environment, including operating system version, hardware configuration, network status, and installed packages. This skill is particularly useful for quickly generating environment snapshots during deployment or debugging, helping developers or operations staff understand system status and troubleshoot compatibility issues. Use cases include: environment pre-checks in CI/CD pipelines, initial configuration checks on remote servers, and environment consistency verification during daily development. With concise report output, users can grasp the full environment picture at a glance.

Step 09 Inspection Execution: Team Agent Parallel Quality Check Workflow

Execute inspection checklists in parallel using team agent pattern, covering spec consistency, performance, security/compatibility, and UI/UX. Automatically create tasks, assign inspectors, integrate results, and generate comprehensive inspection reports to ensure feature delivery quality.

PSV Sample Quality Validation and Verification Tool

prk-psv-qa is a specialized skill for validating PSV sample quality. It automatically checks format completeness, content quality, ground truth calibration, technique hint leakage, and realism, providing detailed validation reports with per-sample quality scores and improvement suggestions. This tool helps developers ensure PSV samples meet PECAM level definitions, enhancing training data reliability and educational value.