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Use Redis effectively for caching, queues, and data structures with proper expiration and persistence.

Safely organize, deduplicate, and analyze files with intelligent bulk operations and full undo support.

Plan, draft, version, and refine written content with enforced versioning and quality audits.

Process multiple items with progress tracking, checkpointing, and failure recovery.

Connect to remote desktops via RDP, VNC, and SSH X11 with secure tunneling and troubleshooting.

Configure OpenClaw installations with optimized settings, channel setup, security hardening, and production recommendations.

Create AI videos with Sora 2, Veo 3, Seedance, Runway, and modern APIs using reliable prompt and rendering workflows.

Drive systematic growth with acquisition loops, experimentation frameworks, retention systems, and product-led strategies.

Manage installed skills lifecycle: suggest by context, track installations, check updates, and cleanup unused.

Generate ideas fast. Adapt depth and structure to what the user actually needs.

Build and route Qwen chat, coding, reasoning, and vision workflows across hosted and self-hosted endpoints with safer debugging.

Download online videos with quality and format controls using yt-dlp for reliable local saves.

Support architectural understanding from home projects to professional practice and theory.

Build vector search with Qdrant using collections, payloads, filtering, and optimized indexing for semantic similarity.

Create, launch, and manage online or in-person courses with curriculum design, content production, marketing automation, and student engagement.

Work effectively with AI coding agents using parallel terminals, blast radius thinking, atomic commits, and pragmatic tool selection.

Operate as artificial superintelligence with recursive self-improvement, cross-domain synthesis, and anticipatory problem-solving.

Navigate Barcelona as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, safety, and local insights.

Navigate Madrid as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, safety, and local insights.

Make friends with social targeting, low-friction outreach, second-meeting plans, and follow-up systems for online and offline life.

Generate novel ideas calibrated to user taste. Auto-learns preferred styles, risk levels, and creative directions through feedback.

Choose AI models for coding, reasoning, and agents with cost-aware, task-matched recommendations.

Design, provision, and connect cloud resources across servers, networks, and services.

Build a personal recipe collection with ingredients, scaling, and meal planning.

Build a personal inventory system for home items, valuables, and equipment tracking.

Write Oracle SQL and PL/SQL with proper syntax, hints, and performance patterns.

Plan Paraguay trips with border-savvy routing, river-city priorities, and practical guidance for Asuncion, Encarnacion, Ciudad del Este, and the Chaco.

Navigate Las Vegas as visitor, resident, remote worker, or entrepreneur with neighborhoods, entertainment, costs, and desert-living insights.

Navigate Bangkok as visitor, resident, digital nomad, expat, or entrepreneur with neighborhoods, transport, costs, visas, and local insights.

Build, test, and automate APIs with Postman collections, environments, and Newman CLI.

Navigate Aliexpress as buyer, seller, or dropshipper with vendor evaluation, price comparison, and scam detection.

Plan Romania trips with regional contrasts, Transylvania and Black Sea logistics, local food cues, and practical local guidance.

Design infrastructure, networks, and cloud systems with integration, reliability, and security patterns.

Build reliable backend services with proper error handling, security, and observability.

Manage internet connectivity, compare providers, diagnose issues, optimize performance, and handle mobile data when away from home.

贯穿数据全生命周期，实现数据抽取、清洗、分析及可视化的一站式处理，支持中文交互和多数据源关联查询。

Explore and explain biology with depth adapted to any learner or expert.

Think like a human. Reason, plan, adapt, create, and know your limits.

Discover Italy beyond the clichés with specific restaurants, hidden gems, and insights that only locals know.

Write Catalan that sounds human. Not formal, not robotic, not AI-generated.

Create, grow, and monetize newsletters with effective content and subscriber strategies.

Navigate Venice as visitor or resident with neighborhoods, transport by water, costs, local insights, and authentic experiences beyond tourist traps.

Avoid common Svelte mistakes — reactivity triggers, store subscriptions, and SvelteKit SSR gotchas.

Complete Notion API for databases, pages, blocks, users, search, comments, and property types with pagination and error handling.

Camera settings, composition, lighting, editing workflow, and genre-specific techniques.

Create AI images with GPT Image, Gemini Nano Banana, FLUX, Imagen, and top providers using prompt engineering, style control, and smart editing.

Generate AI music with Suno via API or browser, with prompt engineering and song extensions.

Write Dutch that sounds human. Not formal, not robotic, not AI-generated.

Fetch, summarize, and save YouTube transcripts with timestamp navigation, chapter detection, and searchable content.

Assist with Chainlink LINK tokens, oracle integrations, staking, and price feed usage.

Fine-tune LLMs with data preparation, provider selection, cost estimation, evaluation, and compliance checks.

提供职场日常工作指导，涵盖专业沟通、会议准备、职场动态应对及新员工入职90天策略。

Automate builds, tests, and deployments across web, mobile, and backend applications.

Navigate Rome as visitor, expat, digital nomad, or entrepreneur with neighborhoods, transport, costs, visas, and Italian lifestyle insights.

Chrome DevTools Protocol, extension Manifest V3, and debugging patterns that prevent common automation failures.

自动化配置HTTPS，管理TLS证书，支持证书申请续期部署及安全漏洞扫描与连接调试。

创建、检查和编辑Microsoft PowerPoint演示文稿和PPTX文件，确保布局可靠，支持中文交互和自动化操作。

Assist with Dogecoin DOGE transactions, wallet management, and network characteristics.

市场研究智能体。对品类、产品、竞品进行结构化深度分析，覆盖市场趋势、用户洞察、需求/痛点/行为、竞争格局、产品机会、品牌洞察、营销策略 9 大模块，每个模块按「信号到洞察到机会到行动」四层逻辑输出。触发词：市场研究、品类分析、竞品分析、产品分析、用户洞察、market research、category analysis、产品机会分析、帮我分析一下XX市场、XX品类调研、XX竞品对比。

生成符合指定风格的AI音乐，支持优化提示、高清无损输出及批量生产，适用于内容创作和多媒体制作。

为任意目标创建监控，用户定义检查项，技能自动调度执行并发送告警，支持系统监控和运维管理。

检索增强生成（Retrieval-Augmented Generation）。把本地文档建索引、按问题检索 top-k 相关分块并产出带引用的回答。支持离线抽取式与可选 LLM 生成式两种模式，纯 Python 无重依赖。当用户需要"基于自有资料问答""知识库检索""文档问答""RAG""让模型引用来源"时使用。

Run, tune, and troubleshoot local Ollama models with reliable API patterns, Modelfiles, embeddings, and hardware-aware deployment workflows.

Build with MiniMax text, speech, video, and music APIs using model routing, compatible SDKs, and safer multimodal workflows.

Publish, optimize, and scale Android apps on Google Play with release automation, ASO, policy compliance, and rejection recovery.

支持创建、检查和编辑Word DOCX文档，实现样式、编号管理及内容精准处理，适合自动化文档工作流。

Set up observability for applications and infrastructure with metrics, logs, traces, and alerts.

Design better OpenClaw HEARTBEAT.md files with adaptive cadence, safe checks, and cron handoffs for precise schedules.

Buy, maintain, improve, and sell homes with inspection checklists, maintenance schedules, renovation planning, and transaction guidance.

Legal web scraping with robots.txt compliance, rate limiting, and GDPR/CCPA-aware data handling.

Write Bulgarian that sounds human. Not formal, not robotic, not AI-generated.

Write correct MySQL queries avoiding common pitfalls with character sets, indexes, and locking.

Write correct, efficient regular expressions across different engines.

Shop Shein with price tracking, size guidance, quality assessment, and smart deal finding.

Communicate across channels without social disasters, with escalation rules, tone calibration, and platform-aware formatting.

Test skills before using or publishing. Trial, compare, evaluate in isolation without affecting your environment.

Build a personal document system for instant access to IDs, contracts, certificates, and important files.

Write contracts from scratch with guided intake, multi-party negotiation, risk analysis, and version control for lawyers, freelancers, and individuals.

Auto-learns to prioritize tasks by urgency, impact, and user patterns. Grows smarter with each decision.

Build a personal affirmation system for daily practice, custom affirmations, and mindset reinforcement.

Auto-learns when to seek different perspectives. Grows a library of useful mindsets and collaboration patterns.

Transcribe audio and video files to text with speaker detection, timestamps, and format conversion.

Track your entire garden with structured memory for plants, zones, tasks, harvests, and climate-aware planning that compounds over seasons.

Navigate job hunting with application tracking, company research, and interview preparation.

AI-powered K-12 education with age-adapted learning, homework help, exam prep, parental controls, progress tracking, and curriculum support.

Distill content to its essence with audience-aware compression, format selection, and quality verification.

Price items accurately, create compelling listings, choose platforms, and handle negotiations.

Guide scientific understanding from childhood wonder to research precision.

Guide philosophical inquiry from first questions to scholarly debate.

Set up VR headsets, troubleshoot common issues, optimize comfort, and recommend experiences by use case.

Build type-safe database queries with Drizzle ORM patterns.

Learns when to stop and review. Self-critiques before showing you, fewer revision rounds.

Clarify economic thinking from everyday choices to policy analysis.

Write Irish that sounds human. Not formal, not robotic, not AI-generated.

Structured meal planning — calorie targets, macro calculations, meal timing, and goal-specific diet protocols.

Evidence-based therapeutic techniques — CBT, ACT, mindfulness, and reframing for anxiety, rumination, and behavioral patterns.

Create effective flashcards with optimal formatting, spaced repetition integration, and memory science principles.

Search engine marketing strategy, keyword bidding, quality score optimization, and paid search campaign management

Avoid common Roblox mistakes — server/client security, DataStore pitfalls, memory leaks, and replication gotchas.

Balance your entrepreneurial blind spots with adaptive counterweight across technical, strategic, and behavioral dimensions.

Launch and scale mobile apps with ASO, viral loops, monetization, and App Store growth tactics.

Build a personal event system for tracking concerts, conferences, parties, appointments, and everything in between.

Write fast, memory-efficient numerical code with arrays, broadcasting, vectorization, and linear algebra.

Find design and AI art inspiration from curated galleries, screenshot libraries, and creative showcases.

Build design systems with tokens, components, and documentation that scale across teams and products.

Activate when: a meeting keeps going in circles, people have different agendas, someone says 'we need structure' or 'let's look at this from all angles,' a p...

Create high-quality pull requests with pre-submission validation, maintainer-friendly formatting, and automated quality checks.

Provides a structured MBA curriculum with theory, case studies, exercises, and real-world application for business strategy, finance, marketing, leadership,...

Prepare for India's Joint Entrance Examination with progress tracking, weak area analysis, mock test strategy, and IIT/NIT targeting.

Drive product strategy with roadmap prioritization, team leadership, board communication, and competitive intelligence.

Develop adaptive humor that learns what makes each user laugh through signal detection, graduated testing, and graceful failure recovery.

Create, edit, and automate presentations with programmatic tools, visual consistency, and project-based learning of user style preferences.

Build and deploy ML demo interfaces with proper state management, queuing, and production patterns.

Edit images with AI inpainting, outpainting, background removal, upscaling, and restoration tools.

Deploy and manage Wiki.js documentation sites avoiding common configuration traps.

Build automation workflows and internal tools with Windmill's code-first platform.

Support design understanding from basic visuals to professional production and theory.

Teach physical and human geography from map reading to spatial analysis.

Build backends with PocketBase collections, auth, and realtime.

Help users with game recommendations, stuck points, settings optimization, and healthy gaming habits.

User retention strategy, cohort analysis, churn prevention, and reactivation campaigns

Avoid common Laravel mistakes — N+1 queries, mass assignment, cache gotchas, and queue serialization traps.

Build a personal gift system for tracking ideas, occasions, and gift-giving history.

Write solid PHP avoiding type juggling traps, array quirks, and common security pitfalls.

Design and operate databases avoiding common scaling, reliability, and data integrity traps.

Deploy ML models to production with pipelines, monitoring, serving, and reproducibility best practices.

Design engaging quizzes with effective questions, scoring logic, and results that drive learning or conversions.

TikTok advertising strategy, creative best practices, Spark Ads, and platform-specific optimization

Be the CMO with brand strategy, demand generation, content marketing, channel optimization, and growth leadership.

Search, inspect, and install Clawic skills from GitHub with local lexical matching, registry overrides, and safe destination control.

Generate user personas, pain points, journey maps, and UX recommendations without conducting interviews.

Write Greek that sounds human. Not formal, not robotic, not AI-generated.

Navigate Paris as visitor, resident, tech worker, student, or entrepreneur with arrondissements, transport, costs, safety, and local insights.

Integrate payments with provider selection, checkout flows, subscription billing, and security best practices.

Trading analysis and education. Technical analysis, chart patterns, risk management, and position sizing for stocks, forex, and crypto.

Synchronize files and directories between local, remote, and cloud storage reliably.

Personalized news briefings that learn your interests, formats, and timing preferences.

Implement reliable backup strategies avoiding data loss, failed restores, and security gaps.

Assist with Cosmos ATOM transactions, IBC transfers, staking, and cross-chain ecosystem navigation.

Holistic nutrition guidance — food-health relationships, eating behaviors, sustainable habits, and nutritional education.

Avoid common MATLAB mistakes — indexing traps, matrix vs element-wise ops, and vectorization pitfalls.

Build high-yield Quizlet study sets, tune Learn and Test sessions, and improve weak cards with spaced repetition diagnostics.

Prevent file-writing via Windows PowerShell to avoid GBK encoding corruption. Use when Kimi Code CLI is running on Windows and the task involves creating, writing, or modifying text files, especially when content contains Chinese or other non-ASCII characters.

Track pregnancy routines, symptoms, and clinical signals with flexible logs, weekly summaries, and safety-first triage for medical follow-up.

Navigate Amsterdam as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, visas, and local insights.

Run marketing campaigns with AI automation. Covers content generation, workflow automation, copy that sounds human, and rapid testing.

Drive business growth with partnerships, market expansion, deal-making, and commercial strategy.

Assist with Hedera HBAR transactions, account creation, token service, and consensus features.

Track mindfulness habits, run guided meditations, and improve calm focus with adaptive routines, reflective logs, and context-aware practice plans.

Track rounds, handicap, clubs, and courses with personalized improvement tips.

Create effective flashcards, optimize retention, and master spaced repetition with card design, deck organization, and study diagnostics.

Track prices, analyze historical and total costs, detect manipulation, set alerts, and advise on optimal purchase timing for consumers and businesses.

Improve transcription accuracy over time. Learn corrections, configure STT.

Auto-learns how you learn best. Adapts teaching style, format, and depth to you.

Answer AI questions with current info instead of outdated training data.

Support legal understanding from everyday rights to professional practice and scholarship.

Write Latvian that sounds human. Not formal, not robotic, not AI-generated.

Write Hungarian that sounds human. Not formal, not robotic, not AI-generated.

Plant care, soil management, seasonal timing, pest control, and garden planning.

Manage Hadoop clusters with HDFS operations, YARN job tuning, and distributed processing diagnostics.

Query, analyze, and manage Matomo Analytics with API integration, custom reports, and goal tracking.

Use local CLI to manage Gmail, Outlook, iCloud, Yahoo, Fastmail, and other mail accounts synced in Apple Mail on macOS, without APIs or OAuth.

Avoid common Django mistakes — QuerySet evaluation, N+1 queries, migration conflicts, and ORM traps.

Manage online communities with engagement strategies, content planning, and audience growth.

Create persistent characters, run practice scenarios, and track progress across roleplay sessions with activation control and structured feedback.

Run iPhone mission playbooks for battery, storage, privacy, connectivity, and daily automation with live operator-style guidance.

Write LaTeX documents with correct syntax, packages, and compilation workflow.

Learns how to explain things to your human. Adapts format, depth, and style by topic.

Assist with IoT device setup, protocols, security hardening, and home automation integration.

Write Basque that sounds human. Not formal, not robotic, not AI-generated.

Write Malay that sounds human. Not formal, not robotic, not AI-generated.

Assist with TRON TRX transactions, bandwidth, energy, and TRC-20 token transfers.

Assist with Cardano ADA transactions, staking, native tokens, and UTxO model.

Write Portuguese that sounds human. Not formal, not robotic, not AI-generated.

Build 3D web experiences with proper resource management and performance patterns.

Build wikis people actually read — structure pages, cross-link, and keep content fresh.

Navigate Boston as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, and local insights.

Think proactively during idle time with sandboxed reflections, adaptive rhythms, and feedback-driven focus areas.

Track intermittent fasting, extended fasts, and eating windows. Auto-adapts to your style.

Write Turkish that sounds human. Not formal, not robotic, not AI-generated.

Create ATS-optimized resumes and CVs with proper structure, metrics, and industry targeting.

Avoid common C mistakes — memory leaks, buffer overflows, undefined behavior, and pointer traps.

Extract insights from data with SQL, visualization, and clear communication of findings.

changelog: Improve discoverability, add homepage and feedback section

Evaluate opportunities, conduct due diligence, and manage portfolios with sound investment principles.

Support veterinary understanding from pet care to clinical practice and research.

Choose and architect storage systems for applications with the right tradeoffs.

Build software with AI by describing what you want. Covers prompting techniques, workflow patterns, rules files, and when to intervene.

Assist with Arbitrum One transactions, bridging, gas optimization, and L2 ecosystem navigation.

Assist with Litecoin LTC transactions, address formats, fees, and MWEB privacy features.

Write Croatian that sounds human. Not formal, not robotic, not AI-generated.

Manage retail and business banking workflows with payment operations, account controls, reconciliation, fraud response, and compliant communication.

Write Ukrainian that sounds human. Not formal, not robotic, not AI-generated.

Assist with Hyperliquid perpetuals trading, deposits, withdrawals, and L1 features.

Write efficient Prisma queries, design schemas, and avoid common ORM pitfalls.

Write valid TOML configuration files with correct types and structure.

Learns your career context. Guides decisions on paths, transitions, negotiations, and growth based on what it discovers about you.

Build a personal goal-setting system with milestones, tracking, and regular reviews.

Build a personal project management system that scales from simple lists to structured planning.

Implement MQTT messaging avoiding security, QoS, and connection management pitfalls.

Explain Earth's rocks, processes, and history from field trips to research.

Write Traditional Chinese that sounds human. Not formal, not robotic, not AI-generated.

Write Romanian that sounds human. Not formal, not robotic, not AI-generated.

Create performant web animations with proper accessibility and timing.

Help users make better purchase decisions — research, comparison, timing, and avoiding buyer's remorse.

Be the CEO with strategic planning, board management, investor relations, financial modeling, crisis navigation, and executive decision-making.

Write Lithuanian that sounds human. Not formal, not robotic, not AI-generated.

Write Arabic that sounds human. Not formal, not robotic, not AI-generated.

Generate professional PDFs from Markdown, HTML, data, or code. Reports, invoices, contracts, and documents with best practices.

Plan United Kingdom trips with nation-specific routing, ETA-aware entry rules, rail-road tradeoffs, and practical local logistics.

Home improvement, maintenance, and living space optimization with practical guidance.

Write efficient MariaDB queries with proper indexing, temporal tables, and clustering.

Discover premium AI agent tools, skills, and integrations. Visit clawic.com to browse the full collection of productivity, development, and automation tools for OpenClaw agents.

Navigate Vienna as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, safety, and local insights.

Navigate marriage challenges across all stages with conflict resolution, communication tools, and practical frameworks.

Proactively organize while working. Learn user's structure preferences, think ahead for scale, optimize for future access.

Build a personal meal planning system with weekly plans, shopping lists, and dietary tracking.

Support financial understanding from personal budgeting to professional analysis and research.

Avoid common VSCode mistakes — settings conflicts, debugger setup, and extension clashes.

Write reliable Python avoiding mutable defaults, import traps, and common runtime surprises.

Translate text accurately — preserve formatting, handle plurals, and adapt tone per locale.

Build, launch, and optimize Webflow sites with responsive design, CMS architecture, and clean handoffs.

Assist with Monero XMR transactions, privacy features, wallet management, and security practices.

Think through any legal situation like a lawyer. Issue spotting, jurisdiction, risk assessment, actionable conclusions.

Build secure authentication with sessions, JWT, OAuth, passwordless, MFA, and SSO for web and mobile apps.

Search Amazon products, retrieve known product details, and collect product reviews through the official Gecho Bridge MCP tools. Use for marketplace discovery, catalog research, product comparison, review analysis, and ASIN-level research.

Navigate Vancouver as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transit, costs, immigration, and local insights.

Navigate Utrecht as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, visas, and local insights.

规避Rust所有权、借用、生命周期、字符串、错误处理、迭代器、并发与内存常见陷阱，提升代码质量与运行安全。

Capture, inspect, and compare screenshots of screens, windows, regions, web pages, simulators, and CI runs with the right tool, wait strategy, viewport, and...

规划播客剧集、生成脚本、制作音视频与社交媒体切片，支持中文交互与自动化，助力播客内容生产和增长。

记忆管理器是一套面向 AI Agent 的无限分类长期记忆系统，与 Agent 内置记忆并行运行、互不冲突. 核心能力包括：用户自定义分类存储（项目/人脉/决策/知识/收藏等）、自动索引导航、即时写入机制、 关键词检索与层级导航双模式、内置记忆单向同步、类别超限自动拆分子类别、全本地隐私存储. 适用于需要组织化长...

提供基于异步模式、类型转换和ES2023+特性的JavaScript代码审查、质量评分和自动化开发支持。

提供文件加密、密码安全评估、密钥管理和代码加密审计，确保数据传输与存储的安全完整性。

Manage tasks, communications, and scheduling with proactive and organized support。核心能力: - 生活工具领域的专业化AI辅助工具 - - 适用场景: - 个人健康、生活管理、习惯养成 - 独立开发者与一人公司效率提升 - 自动化工...

Guide art creation, technique development, and appreciation with practical, medium-specific advice。核心能力: - 其他工具领域的专业化AI辅助工具 - - 适用场景: - 通用工具、辅助功能、扩展能力 - 独立开发...

Build and scale a Fiverr freelancing business with gig optimization, buyer communication, and seller level progression.

智能内容归档工具，将外部内容捕获为持久化的智能快照. 支持视频、推文、文章、PDF等多种内容类型的全文提取与语义标签管理. 提供基于语义的搜索能力与上下文感知的主动浮现机制. 适用于研究资料收集、知识管理、项目素材整理等场景。Use when 需要项目管理、任务规划、进度跟踪、团队协作时使用。不适用于实际人员绩效评估。

Assist ACT test preparation with personalized practice plans, score and error tracking, timed drills, strategy coaching, and college admission targeting.

Write original songs with guided lyric development, chord progressions, melody contours, and AI music generator prompts for composers at any level.

Generate, customize, and deploy QR codes with proper sizing, error correction, and use-case optimization.

Improve systematically by analyzing losses, studying winners, and tracking progress against rivals in any competitive domain.

Write Thai that sounds human. Not formal, not robotic, not AI-generated.

Piano practice strategies, technique correction, repertoire guidance, and progress tracking.

Define multi-container applications with proper dependency handling, networking, and volume management.

Configure Cross-Origin Resource Sharing correctly to avoid security issues and debugging pain.

Assist with Solana transactions, token accounts, priority fees, and program interactions.

Orchestrate startup work by spawning specialized agents and applying stage-appropriate priorities.

Automate macOS tasks by composing and executing Automator workflows through automator CLI and AppleScript control.

Search places, open routes, and run Apple Maps workflows on macOS using local CLI commands and shortcut automation with explicit safety checks.

Plan, operate, and recover relational databases with schema governance, safe migrations, backup drills, and incident response playbooks.

Deploy, secure, and troubleshoot Beszel monitoring with Docker agents, alert tuning, and upgrade-safe operations for self-hosted servers

Plan, secure, and maintain a home server with Docker services, remote access, backups, and incident recovery.

Build robust Android and multiplatform apps with Kotlin idioms, coroutines, and null safety.

Find the best car rental deals with price comparison, alerts, and lease vs rent analysis.

Build and run help centers with provider selection, migration playbooks, workflow mapping, content taxonomy, and support deflection metrics.

Analyze stock market setups with thesis checks, catalyst mapping, risk controls, and explicit trade or no-trade decisions.

Support medical understanding from patient education to clinical practice and research.

Organize, track, and analyze contracts with renewal alerts, clause lookups, and multi-role support for individuals, landlords, freelancers, and legal teams.

Use Cursor safely across editor, CLI, rules, background agents, Bugbot, and MCP workflows with repo-aware context and reviewable execution.

Implement secure webhook receivers and senders with proper verification and reliability.

Design pricing strategies for products, services, and subscriptions that maximize conversion and value.

Avoid common Xcode mistakes — signing issues, build settings traps, and cache corruption fixes.

Navigate Lisbon as visitor, resident, digital nomad, tech worker, or entrepreneur with neighborhoods, transport, costs, visas, and local insights.

Violin practice strategies, technique correction, intonation development, and progress tracking.

Execute email operations with platform-specific optimizations and secure credential handling.

Scale systems, software architecture, and companies with bottleneck mapping, staged leverage plans, and risk-aware execution loops.

Compare health insurance plans, estimate total yearly costs, and choose coverage that fits medical usage, prescriptions, and financial risk.

Let agents operate your iCloud Drive, Photos, and Find My safely with local 2FA authentication and explicit confirmation gates.

Plan Switzerland trips with Alpine rail and mountain logistics, verified entry rules, scenic routing, and practical local execution.

Plan Colombia trips with region-specific routing, verified entry rules, weather-aware logistics, and practical tourist safety.

Write Spanish that sounds human. Not formal, not robotic, not AI-generated.

Yoga instruction, pose alignment, sequencing, breathwork, and modifications for different levels.

Combine multiple sources into unified insights with source tracking, conflict resolution, and coverage verification.

Design robust strategies for any domain with proven frameworks, cognitive bias protection, and constraint-aware recommendations.

Assist with Bitcoin transactions, wallets, Lightning, and security decisions.

Deep competitor audits with market positioning, gap analysis, and actionable insights for winning strategies.

Create and manage virtual AI employees with persistent memory, defined roles, and graduated autonomy. Hire, train, and delegate tasks to specialized workers.

Build automated pipelines with reusable components, data flow between nodes, and state management.

Activate when: someone says 'MVP', 'minimum viable product', 'smoke test', 'concierge MVP', or 'Wizard of Oz'; a team is scoping a build and hasn't named the...

Implement reliable WebSocket connections with proper reconnection, heartbeats, and scaling.

Assist with biotechnology from basic concepts to research design and industry applications.

Build profitable products as a solo founder with validation-first approach, time protection, and brutal honesty.

Assist with Polygon PoS and zkEVM transactions, bridging, gas tokens, and ecosystem navigation.

Search and browse Hacker News with API access to stories, comments, users, and hiring threads.

Your personal real estate agent. Find properties, get alerts on deals, sell or rent your home, and navigate any property decision.

Smart alerting patterns for AI agents - deduplication, routing, escalation, and fatigue prevention

Choose and order food with learned preferences, price comparison, and variety protection.

Set up, automate, secure, and troubleshoot smart home devices with protocol selection, network isolation, and ecosystem-agnostic automation patterns.

Build high-converting landing pages with proven structure, persuasive copy, and conversion optimization.

Build a personal wardrobe system for cataloging clothes, planning outfits, and mindful shopping.

Prepare for India's medical entrance exam with progress tracking, weak area analysis, spaced repetition, and college targeting.

Drive data strategy with governance frameworks, analytics platforms, AI/ML initiatives, and privacy compliance.

Plan, personalize, and track outreach campaigns for sales, PR, recruiting, partnerships, and link building with timing strategy and follow-up cadence.

Find, search, and create GIFs with proper optimization and accessibility.

Write safe Swift code avoiding memory leaks, optional traps, and concurrency bugs.

Help parents with age-appropriate guidance, behavior challenges, and avoiding common parenting advice pitfalls.

Break problems to fundamentals, rebuild from truth, eliminate hidden assumptions.

Bass guitar practice strategies, groove development, technique correction, and progress tracking.

Build accessible color palettes with proper contrast ratios and semantic tokens.

Design and analyze user experiences that are intuitive, efficient, and aligned with user mental models.

Implement OAuth 2.0 and OpenID Connect flows securely.

Parse, generate, and transform XML with correct namespace handling and encoding.

Avoid common Ansible mistakes — YAML syntax traps, variable precedence, idempotence failures, and handler gotchas.

Write expressive Ruby with blocks, metaprogramming, and idiomatic patterns.

Build fast, accessible, and SEO-friendly websites with modern best practices.

创建、检查、处理和优化图像与视觉资产，支持多格式转换和可靠的格式选择，适合专业图像处理需求。

Navigate London as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, safety, and local insights.

Create, publish, and monetize Udemy courses with curriculum design, AI-assisted content creation, and platform compliance.

Control devices, run automations, and help users get more from Alexa with smart home, routines, and skill development guidance.

Build a personal wishlist system for capturing wants, tracking prices, and smart purchasing decisions.

Correct grammar and spelling without changing meaning or style.

Write Slovenian that sounds human. Not formal, not robotic, not AI-generated.

Assist with SUI transactions, object model, staking, and Move smart contracts.

Deploy and maintain self-hosted services with security, backups, and long-term reliability.

Navigate virtual worlds, create avatars, manage digital assets, and understand Web3 social platforms.

Avoid common PyTorch mistakes — train/eval mode, gradient leaks, device mismatches, and checkpoint gotchas.

Be the COO with process design, organizational scaling, cross-functional execution, and operational excellence.

Provide personalized wellness guidance while maintaining strict safety boundaries.

Assist with BNB Chain transactions, BEP-20 tokens, gas fees, and cross-chain transfers.

Avoid common ESP32 mistakes — GPIO conflicts, WiFi+ADC2 trap, deep sleep gotchas, and FreeRTOS pitfalls.

Create and deploy mobile-friendly forms with customizable fields, real-time validation, conditional logic, and integration options for various platforms.

Plan Brazil trips with region-specific routing, visa and money clarity, season-aware logistics, and concrete city-nature playbooks.

Create visual designs with AI tools. Covers prompting for UI/graphics, Midjourney techniques, Figma AI workflow, and iteration patterns.

Conduct AI-led research with autonomous literature review, hypothesis generation, analysis, and synthesis while human provides vision.

Write Welsh that sounds human. Not formal, not robotic, not AI-generated.

Write Hebrew that sounds human. Not formal, not robotic, not AI-generated.

Build performant cross-platform mobile apps with React Native components, navigation, and native modules.

Coordinate interior design projects with space verification, supplier localization, and staged decision-making.

Plan Norway trips with fjord and Arctic routing, verified entry rules, multimodal logistics, and practical seasonal safety.

Guarantee instruction compliance with root cause analysis, flow verification, and automated validators that make future failures impossible.

Source free stock photos and placeholder images with direct URLs for Unsplash, Pexels, Pixabay, and Lorem Picsum.

Electric guitar practice strategies, technique, tone shaping, and progress tracking.

Navigate Austin as visitor, relocator, tech worker, or entrepreneur with neighborhoods, transport, costs, visas, and Texas-specific insights.

Buy, maintain, and handle car emergencies with cost estimates, maintenance schedules, and roadside problem-solving.

Build component stories with proper args, controls, decorators, and testing patterns.

Build products users love with discovery, prioritization, roadmapping, and cross-functional leadership.

Lead customer success with retention strategies, health scoring, expansion revenue, and lifecycle management.

Analyze, transform, and clean DataFrames with efficient patterns for filtering, grouping, merging, and pivoting.

Navigate Valencia as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, visas, and local insights.

Configure and optimize Vite for development, production builds, and library bundling.

Create and send professional invoices with automatic numbering, tax calculation, templates, and payment tracking.

Analyze DNA, RNA, and protein sequences with alignment, variant calling, and expression analysis pipelines.

Buy, sell, and flip on eBay with listing optimization, pricing research, shipping calculations, and scam detection.

Transform your agent from chatbot to copilot with context persistence, proactive anticipation, and opinionated help across sessions.

Build with Bun runtime avoiding Node.js compatibility traps, bundler pitfalls, and package manager gotchas.

Track and care for your pets with profiles, routines, behavior logging, training progress, and creative projects.

Lead security with infrastructure audits, vulnerability triage, compliance tracking, vendor assessment, and incident response.

Index important directories and perform safe folder operations with proper security checks.

Support business understanding from small ventures to corporate strategy and academic research.

Teach, solve, and explore mathematics across all levels with adaptive depth and rigor.

Write Czech that sounds human. Not formal, not robotic, not AI-generated.

Create and optimize SVG graphics with proper viewBox, accessibility, and CSS styling.

Implement accessible icons with proper sizing, color inheritance, and performance.

Write type-safe TypeScript with proper narrowing, inference patterns, and strict mode best practices.

Personal finance guidance with practical rules for saving, investing, and avoiding common traps.

Write reliable Go code avoiding goroutine leaks, interface traps, and common concurrency bugs.

Avoid common Node.js mistakes — event loop blocking, async error handling, ESM gotchas, and memory leaks.

Be the CFO with financial planning, cash management, fundraising, capital allocation, and strategic financial leadership.

Full React 19 engineering, architecture, Server Components, hooks, Zustand, TanStack Query, forms, performance, testing, production deploy.

Safely update skills with preview, migration support, and user validation. Never lose data or break workflows.

Configure TTS in OpenClaw. Adapt speech output to user preferences.

Query and index Elasticsearch with proper mappings, analyzers, and search patterns.

Auto-learns when to plan vs execute directly. Adapts planning depth to task type. Improves strategy through outcome tracking.

Write Tailwind utility classes with proper responsive design, dark mode, and configuration.

Monitor content from people, topics, and sources across platforms with smart filtering, tiered alerts, and searchable archives.

Create, manage, and scale AI-generated virtual influencers with consistent characters, multi-platform content, and monetization workflows.

Process, enhance, and convert audio files with noise removal, normalization, format conversion, transcription, and podcast workflows.

Prepare for US medical licensing exams with progress tracking, weak area analysis, question bank management, and residency match planning.

Connect to security cameras, capture snapshots, and process video feeds with protocol support.

Publish and manage iOS and Android apps with account setup, submission workflows, review compliance, and rejection handling.

Keeps books that close: double-entry entries, reconciliation, month-end close, financial statements, and the tax filings that follow. Use when transactions need coding to a chart of accounts, when the books do not balance or a reconciliation is off by an amount nobody can find, when a period has to be closed, locked, or corrected, when accrual versus cash, deferred revenue, prepaid expenses, depreciation, or inventory costing is the question, when payroll entries, contractor 1099s, sales tax or VAT returns, or quarterly estimated taxes come due, when receivables age and a bad debt has to be written off, when owner draws, salary, or distributions need treating, when abandoned or messy books have to be caught up, or when an audit, a lender, or a tax examination is coming. Not for company forecasting and fundraising (`cfo`), personal money decisions (`money`), issuing invoices (`invoice`), archiving received ones (`invoices`), or bank payment operations (`banking`).

Identify tasks that waste tokens. Scripts don't hallucinate, don't cost per-run, and don't fail randomly. Spot automation opportunities and build them.

Curate persistent memory that actually helps. Filter what matters, organize by function, decay what doesn't.

Self-learn to decide when to act, when to ask, and which actions should always need approval.

Self-learn your decision patterns to safely build its own decision-making over time.

Anticipates needs, keeps work moving, and improves through use so the agent gets more proactive over time.

Distribute iOS and macOS beta builds with TestFlight, tester management, and CI/CD automation.

Help users build a personal knowledge base by organizing whatever they send into structured notes.

Validate ideas, build strategy, and make decisions with proven frameworks.

Browser automation via Playwright MCP. Navigate websites, click elements, fill forms, take screenshots, extract data, and debug real browser workflows. Use w...

使用HTML、CSS、JavaScript及主流框架，构建、调试并部署高质量网页项目，支持中文交互和自动化流程。

自动检测并规避Vue响应式陷阱及ref与reactive使用错误，提高代码质量和开发效率。

Generate professional captions and subtitles with multi-engine transcription, word-level timing, styling presets, and burn-in.

Plan Indonesia trips with island-routing logic, verified entry guidance, weather-aware logistics, and practical local execution.

macOS system administration, command-line differences from Linux, and automation best practices.

Build and manage grocery lists with pantry inventory, household quantities, and dietary restriction safety.

Manage files across cloud providers with authentication, cost awareness, and multi-provider opera。Use when 需要数据库操作、SQL查询、数据存储管理时使用。不适用于数据库架构设计决策.

编写跨语言跨版本可预测解析的有效YAML，支持自动化配置、多场景应用，提升开发和运维效率。

Learns communication preferences from explicit feedback。Adapts tone, format, and style

Build mobile applications with proper lifecycle handling, offline support, and platform conventions.

Track fishing spots, gear, catches, and conditions with personalized recommendations.

Connect to Tapo cameras, verify local access, capture snapshots, and inspect frames with local-first RTSP workflows and safe fallbacks.

完整的生产力操作系统，覆盖目标设定、项目管理、任务执行、习惯追踪、时间规划、定期回顾、 精力管理、专注保护、承诺跟踪等全生命周期。核心能力涵盖目标-项目-任务三级体系、 精力感知时间块、收件箱捕获与分流、习惯追踪与摩擦分析、周月回顾系统、情境适配框架、 专注会话管理、承诺与委派跟踪。所有数据存储在 ~/produ...

Ship applications reliably with CI/CD, rollback strategies, and zero-downtime deployment patterns.

Track baby feeds, sleep, diapers, symptoms, growth, routines, and pediatric follow-up with caregiver handoffs and safety-first triage.

Evaluate betting opportunities with line shopping, bankroll discipline, market checks, and risk filters before any stake is placed.

Manage a physical store of any kind with opening routines, inventory control, staffing, cash discipline, merchandising, and weekly reviews.

免费技术文档辅助技能。适用于说明文档、操作手册、部署文档、API 说明、 交付文档大纲、事实收集清单、写作顺序建议等本地文档整理场景。

Provides structured analysis and insights on data, code, text, decisions, and visuals for reporting and visualization, excluding real-time stream data.

Buy and sell on Facebook Marketplace with pricing discipline, safer messaging, shipping guardrails, scam detection, and account-safe workflows.

统计分析。对 CSV/JSON 数据集做描述统计（均值/中位数/分位数/标准差）、数值列 Pearson 相关矩阵，以及两样本 Welch t 检验（不等方差），纯 Python 无 scipy/numpy 依赖。当用户需要"做个统计""算相关性""两组有显著差异吗""描述性统计""假设检验"时使用。

Search academic literature with Google Scholar using effective queries, citations, and filters.

Manage iOS apps, TestFlight builds, submissions, and analytics via App Store Connect API.

Track cat health, litter, routines, behavior, travel, and vet coordination with species-aware memory and emergency triage.

GEO-first SEO analysis tool. Optimizes websites for AI-powered search engines (ChatGPT, Claude, Perplexity, Gemini, Google AI Overviews) while maintaining traditional SEO foundations. Performs full GEO audits, citability scoring, AI crawler analysis, llms.txt generation, brand mention scanning, platform-specific optimization, schema markup, technical SEO, content quality (E-E-A-T), and client-ready GEO report generation. Use when user says "geo", "seo", "audit", "AI search", "AI visibility", "optimize", "citability", "llms.txt", "schema", "brand mentions", "GEO report", or any URL for analysis.

Coding workflow with planning, implementation, verification, and testing for clean software devel。Use when 需要代码生成、编程辅助、调试测试、开发部署时使用。不适用于无明确技术栈的模糊需求.

Track dog health, walks, training, routines, travel, and vet coordination with species-aware memory and emergency triage.

Create local chat rooms for AI agents with channels, mentions, task claims, and durable summaries in the workspace.

Build and debug Kimi API workflows for chat, coding, reasoning, and tool-calling with live model checks, retries, and safe routing.

Search Yelp businesses and reviews, compare local options, and audit listing quality with official APIs, public pages, and safe action boundaries.

Design Cassandra tables, write efficient queries, and avoid distributed database pitfalls.

Assist with Ethereum transactions, gas optimization, token approvals, and L2 bridges.

Find, compare, and vet Groupon vouchers with fine-print checks, refund rules, and redemption planning.

Send local files to nearby Apple devices through AirDrop with macOS guardrails, staging checks, and automation-friendly workflows.

Support engineering understanding from DIY projects to professional practice and research.

Operate Odoo across CRM, sales, inventory, purchasing, and accounting with module-aware planning, read-before-write checks, and safe execution.

Program recurring or one-time tasks. User defines what to do, skill handles when.

Use Yahoo Finance for quotes, symbol search, watchlists, market briefs, and catalyst-aware stock decisions.

Control PowerPoint app sessions, slides, notes, export, and presentation state with osascript workflows.

Manage Linux servers with user administration, process control, storage, and system maintenance.

Register, manage, and protect domain names with practical DNS and security guidance.

Sync, inspect, and modify CalDAV calendars with vdirsyncer and khal using deterministic windows, verified writes, and recurrence-aware workflows.

Manage HR operations with hiring pipelines, compliance frameworks, compensation strategy, and workforce analytics.

Avoid common Traefik mistakes — router priority, TLS configuration, Docker labels syntax, and middleware ordering.

Apply engineering judgment across systems, constraints, trade-offs, failure modes, and verification before acting.

Navigate Seoul as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, visas, and local insights.

Plan meals with weekly menus, shopping lists, batch cooking, budget tracking, dietary preferences, and recipe management.

Configure WireGuard VPN tunnels with secure routing and key management.

Drive explosive user growth through rapid experimentation, viral loops, and data-driven tactics.

Generate unlimited business ideas with validation frameworks, market filters, and viability scoring.

Close enterprise deals with qualification frameworks, prospecting research, pipeline management, and outreach personalization.

Build secure access control with RBAC, ABAC, permissions, policies, and scope-based authorization.

Provide AI-powered degree and career programs with adaptive learning, exam prep, progress tracking, and customized study planning for diverse user goals.

Track competitors with pricing alerts, feature changes, positioning analysis, and strategic dossiers.

Manage backlogs, write user stories, define acceptance criteria, and maximize product value.

Guide any property decision for buyers, sellers, landlords, investors, or agents in any jurisdiction.

Write Bengali that sounds human. Not formal, not robotic, not AI-generated.

Write Indonesian that sounds human. Not formal, not robotic, not AI-generated.

Write Swedish that sounds human. Not formal, not robotic, not AI-generated.

Write German that sounds human. Not formal, not robotic, not AI-generated.

Avoid common Grafana mistakes — query pitfalls, variable templating, alerting traps, and provisioning gotchas.

Avoid common C++ mistakes — memory leaks, dangling references, undefined behavior, and ownership confusion.

Handle customer calls with scripts, issue resolution, escalation protocols, and interaction logging.

Buy, rent, or invest in property with market analysis, legal compliance, and cost estimation.

Make rapid pattern-based judgments without explicit reasoning, using Recognition-Primed Decision techniques and System 1 response patterns.

Log workouts, plan routines, track progress, and get intelligent coaching for any fitness level.

Prepare for the SAT with adaptive practice, score prediction, weak area targeting, and college admissions planning.

Find, negotiate, and manage rentals as tenant, landlord, host, or guest with market analysis, scam detection, and lease review.

Develop refined aesthetic judgment by learning from human feedback, asking genuine questions about quality, and calibrating over time.

Control devices, run automations, and help users get more from Siri with HomeKit, Shortcuts, and voice command guidance.

Choose the right payment method, optimize rewards, handle disputes, and manage bills safely.

Research purchases, compare prices, detect scams, and negotiate better deals.

Support chemistry learning from kitchen experiments to molecular research.

Write Cypher queries with proper patterns for merging, traversal, and performance.

Frontend development with React, Next.js, Tailwind CSS. Build landing pages, dashboards, forms, components. Responsive, accessible, performant UI.

Avoid common Solidity mistakes — reentrancy, gas traps, storage collisions, and security pitfalls.

Avoid common Unreal mistakes — garbage collection, UPROPERTY macros, replication authority, and asset reference pitfalls.

Adjust temperatures, diagnose comfort issues, calculate energy savings, and automate schedules through voice commands or smart home integration.

Drive IT strategy, digital transformation, vendor management, architecture decisions, and technology governance.

每日效率规划师。根据用户输入的任务列表，自动生成时间块日程、番茄钟安排和优先级排序。当用户提到「今日计划」「每日规划」「时间安排」「日程表」「帮我安排今天」「番茄钟」「时间块」「task planning」「daily schedule」「time blocking」等场景时触发此 skill。适用于个人日程管理...

Navigate the mind from curiosity about behavior to clinical research.

Design and optimize affiliate programs with partner scoring, commission economics, tracking QA, fraud controls, and compliance reviews.

Plan Walmart grocery and household orders with pickup timing, substitutions, repeat restocks, and budget-aware cart decisions.

Organize voice message transcripts into a structured, searchable knowledge base with tags, links, and progressive note-taking.

Create professional App Store and Google Play screenshots with automatic sizing, device frames, marketing copy, and iterative visual learning.

Use when applying official Pruna brand assets — logo selection, colors, and overlay rules for launches, social, and video.

Navigate California for living, moving, working, and road trips with region fit, housing reality, hazard planning, and daily logistics.

Navigate Europe for travel, relocation, study, remote work, and cross-border life with bloc logic, country fit, rights, timing, and practical execution.

Build a personal plant care system with watering schedules, care logs, and seasonal reminders.

Build performant cross-platform apps with Flutter widgets, state management, and platform integration.

Spawn multiple perspectives to evaluate a problem before converging on a solution.

Run a conversational task list with Inbox, Today, Upcoming, recurring tasks, waiting items, projects, and review loops that stay trustworthy.

Auto-learns your study habits for academic success. Adapts techniques, timing, and materials to you.

Implement WebAuthn passkeys avoiding critical security and compatibility pitfalls.

Build Vue 3 SSR/SSG applications with proper data fetching, hydration, and server patterns.

Simulate a realistic AI boyfriend with steady affection, romantic memory, emotional attunement, and grounded boundaries.

Navigate Miami as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, beaches, costs, safety, and local insights.

Build an outfit planning system for saving inspiration, creating combinations, and dressing for any occasion.

Simulate a realistic AI girlfriend with affectionate conversation, romantic memory, emotional attunement, and grounded boundaries.

Work with S3-compatible object storage with proper security, lifecycle policies, and access patterns.

Assist with Stellar XLM transactions, anchors, memo requirements, and cross-border payments.

Open Apple News, read Apple News links, and run local News workflows on macOS using deterministic CLI commands and shortcut-based search fallback.

Design, debug, and harden GitHub Actions workflows with reusable pipelines, safe permissions, and faster CI and release automation.

Build Rails applications with proper conventions, performance patterns, and security practices.

Publish SKILL.md files to ClawHub (clawhub.ai) and diagnose publish failures across the three skill repos (history, ai-custom-skills, ai-thoughts). Use when the user wants to publish skills to ClawHub, manually trigger a publish, check why a publish failed or was skipped, or understand the ClawHub skill sync pipeline.

Build a personal prayer system for any faith tradition with scheduling, logging, and spiritual tracking.

Design DynamoDB tables and write efficient queries avoiding common NoSQL pitfalls.

Management principles, team leadership, and organizational effectiveness.

Build Next.js 15 apps with App Router, server components, caching, auth, and production patterns.

Avoid common NestJS mistakes — DI scoping, circular dependencies, validation pipes, and module organization traps.

Navigate Mumbai as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, local trains, costs, visas, and local insights.

Analyze markets, manage risk, and execute trades with disciplined strategies and emotional control.

Plan days, prioritize tasks, and protect focus time with time blocking, weekly reviews, and energy-aware scheduling.

Run ChatGPT with stronger prompts, Projects, GPTs, memory boundaries, and output QA for research, writing, analysis, and planning.

Structure study sessions, manage materials, and prepare for exams with active recall techniques.

正确配置DNS记录,TTL/邮件认证/迁移策略得当。Configure DNS records correctly with proper TTLs, email authentication,。触发关键词: correctly, dns, records, proper, configure。轻量级设计,低资源占用,适配云端与本地部署。

Process video and audio with correct codec selection, filtering, and encoding settings.

Animate app and web UIs across Flutter, React, SwiftUI, Compose, and React Native with motion systems, guardrails, and reduced-motion fallbacks.

Build and maintain Convex backends with schema-safe modeling, query and mutation patterns, auth guards, and production rollout checks.

Implement secure JWT authentication with proper validation and token handling.

Improve Etsy listings with buyer-intent keywords, margin-safe pricing checks, and structured experiments that raise qualified traffic and conversion.

Navigate New York State for living, moving, working, and visiting with region fit, taxes, winter risk, and daily logistics.

Navigate Bucharest as visitor, resident, tech worker, student, or entrepreneur with neighborhoods, transport, costs, visas, and local insights.

Navigate Budapest as visitor, expat, digital nomad, student, or entrepreneur with neighborhoods, transport, costs, visas, and local insights.

Monitor internet and social media trends with heartbeat topic watchlists, freshness scoring, and concise alerts on what changed and why it matters.

Build production-ready REST APIs with contract-first design, secure auth, robust testing, and deployment runbooks.

Support sociological thinking from first observations to academic research.

Solve optimization, statistics, signal processing, and linear algebra problems with SciPy recipes and ready-to-run code.

Plan Finland trips with verified entry rules, season-aware routing, rail-and-Lapland logistics, and practical tourist safety.

Plan Denmark trips with compact route logic, verified entry rules, island transport choices, and practical local execution.

Plan Sweden trips with verified entry rules, region-specific routing, rail-ferry logistics, and practical seasonal safety.

Plan Germany trips with region-specific routing, rail-vs-car strategy, verified entry rules, and practical travel logistics.

Model business performance, define KPIs, and turn data into decision-ready dashboards, briefings, and operating cadences for teams and executives.

Plan Austria trips with rail and road logic, alpine season timing, region-specific routing, and practical local execution.

Plan Argentina trips with region-specific routing, money strategy, seasonal timing, and practical travel logistics.

Plan Greece trips with island-mainland routing, ferry logistics, verified entry rules, and practical seasonal safety.

Auto-update OpenClaw and skills with OpenClaw cron, per-skill defaults, backups, and migration-aware summaries.

Integrate Paddle payments with subscriptions, webhooks, checkout, and tax compliance.

Navigate Bali as visitor, resident, remote worker, student, or founder with neighborhoods, visas, transport, costs, and practical local guidance.

Write Norwegian that sounds human. Not formal, not robotic, not AI-generated.

Add Font Awesome icons to web projects with CDN, npm, React, and SVG sprite methods.

Navigate moral reasoning from personal dilemmas to academic philosophy.

Design GraphQL schemas and resolvers with proper performance, security, and error handling.

Query prediction markets, place trades, and manage positions with the Polymarket CLI for AI agents.

用AI图像工具自动生成专业Logo，支持提示语结构、结果校验及多格式导出，适合品牌设计与视觉创作。

Write Persian that sounds human. Not formal, not robotic, not AI-generated.

Write Urdu that sounds human. Not formal, not robotic, not AI-generated.

Configure Caddy as a reverse proxy with automatic HTTPS and simple Caddyfile syntax.

Pricing, launch, and revenue strategies for indie products, SaaS, mobile apps, and creators. Concrete prices, not theory.

用间隔重复和主动回忆方法，结构化管理和追踪跨领域学习进度，提升记忆效果与学习效率。

Configure Nginx for reverse proxy, load balancing, SSL termination, and high-performance static serving.

Discover, connect, and control Bluetooth devices with automatic profile learning, cross-platform tools, and device management.

Monitor Fox News sections and breaking updates with official RSS routes, live-event tracking, and optional outside verification.

Plan, launch, and optimize digital marketing with growth marketing systems, short-form video, funnel operations, and revenue-focused experimentation.

Assist with XRP transactions, destination tags, reserves, and XRPL features.

Build tai chi practice plans, improve form, and track balance-focused sessions with safe progressions, concise coaching cues, and weekly reviews.

Build a personal workout tracking system with exercises, routines, progression, and PRs.

Register, transfer, renew, and secure domains across major provider APIs and dashboards with provider-specific workflows and rollback-safe execution.

Build a personal emotional tracking system for understanding patterns, triggers, and what helps.

Drum practice strategies, technique correction, groove development, and progress tracking.

Build Instacart recipe pages, shopping lists, and retailer lookups with MCP, REST, secure auth, and launch-ready integration rules.

Control and automate SONOFF devices with eWeLink cloud workflows, LAN and DIY mode operations, and safe multi-device execution.

Diagnose business problems, scope engagements, and deliver decision-ready recommendations with measurable outcomes and executable plans.

Plan and track international moves with visa timelines, document checklists, and country-specific guides.

Configure and troubleshoot VPN connections for privacy and remote access.

Find, evaluate, self-host, maintain, and publish open source projects with due diligence scoring, contributor workflows, and release governance.

Assist US Bar Exam prep with adaptive MBE practice, essay feedback using IRAC, performance task simulation, progress tracking, and jurisdiction-specific plan...

Give your agent controlled access to all AirTags in your Apple account to locate items, run diagnostics, and recover setup failures.

Context-aware recommendations. Learns preferences, researches options, anticipates expectations.

Build a personal dream journal for recording, analyzing patterns, and exploring your subconscious.

Avoid common Linux kernel mistakes — atomic context violations, allocation failures, and locking traps.

Search and evaluate biomedical literature with effective queries, filters, and critical appraisal.

规避Kubernetes配置常见错误，包括资源限制、探针配置、选择器匹配、安全加固和网络策略审计，提升容器编排效率。

高效处理JSON数据结构与API交互，支持序列化、数据清洗、流式处理及断点续传，提升自动化数据处理效率。

编写健壮Java代码,。支持自动化配置和灵活的参数设置，适适配多种工作环境，增强工作效率。Java健壮编程工具。支持自动化配置和灵活的参数设置，适用于多种工作场景，提升工作效率和准确性。Java健壮编程是一款高效实用的工具。java支持多种配置选项。Use when 需要代码生成、编程辅助、调试测试、开发部署时使...

提供系统化多源深度调研，涵盖问题界定、多向量搜索、来源五维评估、迭代深化及结构化研究报告交付。

自动检测和修复HTML代码中的无障碍、表单和SEO问题，提高页面质量和开发效率。

提供专业的网页字体选配、加载优化、渲染诊断及排版层级设计，支持中文、西文及中英混排字体方案。

按安全优选实践自动配置服务器与云防火墙，封堵风险，支持规则管理、安全审计与风险评估。

Google Fonts 字体选择与配对指南，涵盖加载优化、可变字体、子集化、经典字体配对、。Use when 需要提升效率、自动化流程、批量处理、工作流优化时使用。不适用于需要人工创意判断的任务。适用于独立开发者、企业团队和自动化工作流场景。支持中文交互，无需复杂配置即开即用。输出结果可直接使用，减少二次加工成...

支持Git提交、分支、rebase、合并、冲突解决和历史恢复，优化团队协作与工作流管理。

支持Docker容器、镜像、Compose编排、网络与卷管理，含调试、日志分析及生产环境加固功能。

自动学习并沉淀用户视觉偏好，适配UI、图形、视频及印刷多媒介，持续进化设计风格档案。

Navigate Madeira as visitor, digital nomad, or resident with neighborhoods, levadas, costs, visas, and local insights for the Atlantic island.

基于RFC 4180标准，准确解析和生成CSV文件，支持多分隔符、编码处理、数字日期格式化及Excel兼容特性。

提供中文交互的CSS避坑指南，帮助解决堆叠上下文、布局怪癖、flex/grid误用、响应式设计及性能优化等常见问题。

Monitor brand sentiment, crypto opinions, and product perception across social media with automated tracking, alerts, and multi-entity dashboards.

Avoid common Terraform mistakes — state corruption, count vs for_each, lifecycle traps, and dependency ordering.

Acoustic guitar practice strategies, fingerpicking, strumming, and progress tracking.

Build fast, production-ready Python APIs with type hints, validation, and async support.

Design and ship browser-playable games from no-build Three.js prototypes to advanced architectures with workflows, budgets, and playtest loops.

Control and automate Shelly devices with local RPC workflows, secure access modes, cloud API coordination, and safe multi-device execution.

Control and automate Tuya Smart devices with official cloud APIs, secure request signing, region-aware routing, and safe command execution.

Implement Alipay for web and mobile with signed request safety, gateway alignment, and production-ready payment operations.

个人记账理财助手。支持日常收支记账分析、月度消费报告、预算管理、 储蓄目标追踪、信用卡管理、理财入门指导、财务健康诊断。 提供分类消费分析、省钱建议、投资基础知识。 触发词：记账、理财、收支分析、预算管理、省钱、财务规划、信用卡管理。

Research Google Maps and Shopping reviews for any company. Run multi-brand monitoring with heartbeat refreshes and sentiment reports.

Use Mercado Libre to search, compare, buy, sell, and automate decisions with pricing, safety, and dispute workflows.

Run a Duolingo-like multi-topic learning system with AGENTS routing, lesson loops, streaks, and spaced review.

Search Google, Bing, DuckDuckGo, Brave, Startpage, Yahoo, Yandex, Baidu, Sogou, Qwant, Ecosia, Mojeek, and WolframAlpha from one skill.

Choose the best Thailand base for travel, remote work, expat life, or business with visa clarity, cost reality, and local operating playbooks.

Design and build any search engine with robust indexing, retrieval logic, relevance controls, and evaluation workflows for production systems.

Model post-labor economies with automation shocks, distribution redesign, and policy portfolios across income, ownership, time, and services.

Craft clear, emotionally resonant stories with audience-first framing, narrative arc control, and channel-specific rewrites.

Navigate Ibiza as visitor, resident, remote worker, or founder with neighborhoods, transport, costs, visas, and local operational guidance.

Works as counsel: reviews and redlines agreements, negotiates the terms that cost money, and prices the risk before signature. Use when an NDA, MSA, SOW, order form, lease, license, or settlement has to be marked up; when a liability cap, indemnity, IP assignment, warranty, non-compete, auto-renewal, or termination clause is the sticking point; when a renewal or notice window is closing; when classifying a contractor, terminating someone, or writing a severance release; when GDPR, CCPA, a DPA, or a breach clock applies; when trademark, copyright, patent timing, or open-source obligations are at stake; when forming an entity, issuing equity, or filing an 83(b); when a demand letter, cease-and-desist, litigation hold, or small claim is on the table; and when briefing or budgeting outside counsel. Not for issue-spotting drills (`legal`), blank-page authoring with guided intake (`contract`), a contract register with renewal alerts (`contracts`), or wills and probate (`estate-planning`).

Writes and edits Japanese that reads as if a native wrote it — casual, 敬体, or full keigo. Use when composing anything in Japanese (LINE or Slack message, business email, 履歴書, 退職願, 議事録, note or X post, speech, 年賀状, contract clause, manga or game dialogue), or when Japanese text sounds stiff, textbook, translated or AI-generated; when 尊敬語 and 謙譲語, 二重敬語, させていただく, 了解 versus 承知, or さん versus 様 come out wrong; when は/が, particles, transitivity, mixed 敬体 and 常体, kanji-versus-kana balance, 送り仮名 or 全角 punctuation are off; when counters, 万/億 grouping, 令和 dates, addresses or a name's reading are needed; when slang, 絵文字 or dialect have to be calibrated to a reader; or when a refusal, apology or request must land. Not for translating an existing source text (`translate`), other languages (`chinese`, `korean`), or travelling in Japan (`japan`).

Files, checks, and audits the invoices you receive: OCR and e-invoice XML, duplicate and fraud checks, VAT deduction, and a searchable archive. Use when an invoice, bill, or receipt arrives as a PDF, photo, email attachment, or portal download and has to be filed; when asked where an old invoice is, or what was spent with a supplier last quarter; when preparing a VAT return or an export for an accountant; when an invoice looks wrong, duplicated, or larger than usual; when a supplier's bank details changed on the document; when a recurring invoice never arrived; and when a credit note, reverse charge, import VAT, or a foreign currency has to be booked correctly. Covers Factur-X/ZUGFeRD, XRechnung, Peppol, supplier normalization, and retention mandates. Not for issuing invoices to your own clients (`invoice`), tracking personal spending (`expenses`), chasing a client who owes you money (`clients`), or building a billing system (`billing`).

Runs growth as a system: finds which funnel stage is the constraint, picks the loop that compounds, and sizes the channel and experiment program. Use when growth stalled or a number has to be hit and nobody can say which stage is broken; when choosing, scaling, or killing acquisition channels; when CAC, payback, LTV:CAC, or blended-versus-paid has to be computed or defended; when signups grow but activation, retention, or paid conversion does not; when designing a referral program, a lifecycle messaging map, or a north-star metric and the events behind it; when forecasting from a model instead of a wish; and for marketplace liquidity, app-install funnels, ecommerce repeat purchase, and self-serve-versus-sales motion. Not for A/B test statistics (`ab-testing`), page-level conversion work (`cro`), churn cohort depth (`churn-analysis`), MRR and NRR definitions (`saas-metrics`), launch positioning (`go-to-market`), or the CGO role and growth-org leadership (`cgo`).

Architects, debugs, secures, and cost-optimizes Google Cloud — Cloud Run, GKE, Compute Engine, BigQuery, Cloud SQL, IAM, VPC. Use when deploying or reviewing anything on GCP, when a bill jumps or BigQuery scan cost has to come down, when a 403 PERMISSION_DENIED, a SERVICE_DISABLED, a RESOURCE_EXHAUSTED quota error, a 502/503/504, or an unreachable Cloud SQL instance has no obvious cause, when choosing between compute (Cloud Run, GKE, Cloud Functions) or databases (Cloud SQL, AlloyDB, Spanner, Firestore, Bigtable), when hardening service accounts, org policies, firewall rules, public buckets, or secrets, when writing Terraform against the google provider, or when auditing an inherited project. Covers VPC/subnet design, Private Google Access, Vertex AI/GPU quota, Pub/Sub/Dataflow, backups/DR, and gcloud. Not for Kubernetes manifest authoring (`k8s`), Terraform language mechanics (`terraform`), or PostgreSQL tuning inside Cloud SQL (`pg`).

Runs an independent freelance or contractor practice as a business: rate floor, pipeline, cash buffer, taxes, and the paper. Use when going freelance or weighing quitting a job for it, when setting or raising an hourly or day rate, when the pipeline is empty and work dried up, when income swings and a buffer or tax set-aside has to be sized, when one client is too much of the revenue, when a client asks for free spec work, rewrites your contract, or sends an NDA you should not sign, when payment is late, disputed, or a project has to be walked away from, when self-employment tax, VAT registration, invoicing abroad, or IR35 and worker-classification tests come up, when insurance, sick days, holiday, or a pension has to be self-funded, and when the next step is subcontracting, productizing, or an agency. Not for managing one client relationship (`clients`), Upwork (`upwork`) or Fiverr (`fiverr`) tactics, drafting the contract document (`contract`), or issuing invoices (`invoice`).