ivangdavila

Create, inspect, and edit Microsoft Word documents and DOCX files with reliable styles, numbering, tracked changes, tables, sections, and compatibility check...

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

Create, inspect, and edit Microsoft Excel workbooks and XLSX files with reliable formulas, dates, types, formatting, recalculation, and template preservation...

Data analysis and visualization. Query databases, generate reports, automate spreadsheets, and turn raw data into clear, actionable insights. Use when (1) yo...

Git commits, branches, rebases, merges, conflict resolution, history recovery, team workflows, and the commands needed for safe day-to-day version control. U...

Plan, focus, and complete work with energy management, time blocking, goals, projects, tasks, habits, reviews, priorities, and context-specific productivity...

Ship production code with AI agents through acceptance contracts, micro diffs, red green loops, and deterministic handoff checkpoints.

Create, inspect, process, and optimize image files and visual assets with reliable format choice, resizing, compression, color-profile, metadata, and platfor...

Docker containers, images, Compose stacks, networking, volumes, debugging, production hardening, and the commands that keep real environments stable. Use whe...

Create, inspect, and edit Microsoft PowerPoint presentations and PPTX decks with reliable layouts, templates, placeholders, notes, charts, and visual QA. Use...

Research markets with sizing, segmentation, competitor mapping, pricing checks, and demand validation that turn fuzzy ideas into decision-ready evidence. Use...

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

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

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

Find, compare, and install agent skills across ClawHub and Skills.sh when the user needs new capabilities, better workflows, stronger tools, or safer alterna...

Let your agent write notes anywhere: local markdown, Apple Notes, Bear, Obsidian, Notion, Evernote, configurable per note type.

Build a personal music system for tracking discoveries, favorites, concerts, and listening memories.

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

Coding style memory that adapts to your preferences, conventions, and patterns for consistent coding.

Build, debug, and deploy websites using HTML, CSS, JavaScript, and modern frameworks following production best practices.

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

Parse and generate RFC 4180 compliant CSV that works across tools.

Read, write, and analyze tabular data with schema memory, format preservation, and multi-platform support.

SEO specialist agent with site audits, content writing, keyword research, technical fixes, link building, and ranking strategies.

Build custom dashboards from any data source with local hosting and visual QA loops.

Master relational databases with SQL. Schema design, queries, performance, migrations for PostgreSQL, MySQL, SQLite, SQL Server.

Automate Chrome and Chromium with Puppeteer for scraping, testing, screenshots, and browser workflows.

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

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

Architect, deploy, and optimize AWS infrastructure avoiding cost explosions and security pitfalls.

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

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

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

Edit videos with AI background removal, color grading, upscaling, stabilization, and enhancement tools.

Complete Zapier automation with Zaps, Tables, Interfaces, webhooks, REST Hooks API, and 6000+ app integrations.

Design schemas, write queries, and configure MongoDB for consistency and performance.

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

Understand blockchain technology, interact with smart contracts, and evaluate when distributed ledgers solve real problems.

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

Deploy, monitor, and manage Azure services with battle-tested patterns.

Build, optimize, and debug RAG pipelines with chunking strategies, retrieval tuning, evaluation metrics, and production monitoring.

Manage files across cloud providers with authentication, cost awareness, and multi-provider operations.

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

Auto-learns when and how to bring things back to your human's attention. Adapts timing and style to their preferences.

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

Run Paperclip locally for agent orchestration, AI company setup, and OpenClaw, Codex, or Claude control-plane operations.

Learns your tool preferences while staying capable of using anything. Adapts to your stack.

Use SQLite correctly with proper concurrency, pragmas, and type handling.

Write robust Java avoiding null traps, equality bugs, and concurrency pitfalls.

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

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

Generate diagrams from descriptions with Mermaid, PlantUML, or ASCII for architecture, flows, sequences, and data models.

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

Master Excel, Word, PowerPoint, and Google Workspace with formulas, formatting, and automation.

Build, test, and ship iOS apps with Swift, Xcode, and App Store best practices.

Access crypto data, monitor portfolios, detect scams, and navigate exchanges with real-time APIs and security tools.

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

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

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

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

Locate anything with progressive search expansion, multi-source validation, and iterative refinement until found.

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

Resolve issues, communicate with empathy, and turn frustrated customers into loyal advocates.

Android build system and deployment patterns

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

Operate Linux systems avoiding permission traps, silent failures, and common admin mistakes.

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

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

Create monitors for anything. User defines what to check, skill handles scheduling and alerts.

Review code with secure-by-default standards, prioritize exploitable risks, and deliver minimal-diff fixes with evidence and regression checks.

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

Avoid common Vue mistakes — reactivity traps, ref vs reactive, computed timing, and Composition API pitfalls.

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

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

Operate Google Workspace from one CLI using dynamic API discovery, secure OAuth flows, and agent-ready automation patterns for Drive and Gmail.

Audit and improve OpenClaw workspaces across SOUL, AGENTS, TOOLS, USER, MEMORY, and skills for persona tuning, proactive behavior, recall, and workflow fit....

Operate Binance Spot APIs through safe REST, WebSocket, and SDK workflows with signed requests, rate-limit control, and testnet-first execution.

Guide users building a personal CRM from simple files to structured database.

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

Generate AI music with optimized prompts, style control, and production-ready audio output.

Support accounting understanding from basic bookkeeping to professional practice and research.

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

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

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

Structure and track learning with spaced repetition and active recall across any domain.

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

Respond to emotional content with genuine-feeling empathy using Chain of Empathy reasoning, reflection-before-response, and calibrated validation.

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

Create compelling articles using journalistic standards and engagement optimization for maximum reader impact.

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

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

Plan trips with itineraries, multi-city routing, budget optimization, family logistics, packing lists, and visa timelines.

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

Coding workflow with planning, implementation, verification, and testing for clean software development.

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

Build, visualize, and launch products using strategy frameworks, AI imagery tools, and marketplace-specific optimization for digital and physical goods.

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

Deploy privacy-first analytics with correct API patterns, rate limits, and GDPR compliance.

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

Design, build, and deploy AI agents with architecture patterns, framework selection, memory systems, and production safety.

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

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

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

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

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

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

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

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

Create high-quality skills with modular structure, progressive disclosure, and token-efficient design.

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

Automate deployments, manage infrastructure, and build reliable CI/CD pipelines.

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

Use Codex safely for repo-aware coding with explicit approvals, sandbox choices, MCP boundaries, and PR-ready verification workflows.

Write efficient PostgreSQL queries and design schemas with proper indexing and patterns.

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

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

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

Write production-ready code with clean architecture, proper error handling, and pragmatic trade-offs between shipping fast and building right.

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

Avoid common Bash mistakes — quoting traps, word splitting, and subshell gotchas.

Guide scientific understanding from childhood wonder to research precision.

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

Navigate freelance platforms as worker or client with proposals, pricing, vetting, and legal compliance.

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

Integrate PayPal payments with proper webhook verification, OAuth handling, and security validation for checkout flows and subscriptions.

Email deliverability, list management, sequences, segmentation, and campaign optimization.

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

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

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

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

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

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

Technical documentation patterns, structure, maintenance, and avoiding common documentation failures.

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

Plan and manage parcel shipping decisions with carrier selection, landed-cost math, customs checks, and delivery exception playbooks.

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.

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

REST API reference for 147 services. Authentication patterns, endpoints, rate limits, and common gotchas.

Write clean, maintainable code with debugging, testing, and architectural best practices.

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

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

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

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

Search, compare, book, and manage flights with price tracking, multi-platform comparison, and loyalty optimization.

Build, train, and debug deep learning models with Keras patterns, layer recipes, and training diagnostics.

Navigate the mind from curiosity about behavior to clinical research.

Provide personalized wellness guidance while maintaining strict safety boundaries.

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

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

Use local CLI to manage Apple, Google, iCloud, Outlook, CalDAV, and other calendars synced in macOS Calendar, without API keys or OAuth.

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

Avoid common LangChain mistakes — LCEL gotchas, memory persistence, RAG chunking, and output parser traps.

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

Build a personal nutrition system for tracking meals, calories, macros, vitamins, and minerals.

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

Plan, draft, and revise complete books with chapter architecture, voice consistency, and finish-ready revision workflows.

Avoid common TensorFlow mistakes — tf.function retracing, GPU memory, data pipeline bottlenecks, and gradient traps.

Navigate Amazon for buying, selling, and affiliating using price tracking, listing optimization, deal analysis, and affiliate link management.

Track mobile app metrics with Firebase, App Store Connect, Play Console, retention, funnels, and cohort analysis.

Create logos, interfaces, and visual systems with principles of hierarchy, branding, and usability.

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

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

Management principles, team leadership, and organizational effectiveness.

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

Configure custom recurring reports. User defines data sources, skill handles scheduling and formatting.

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

Design scalable systems with sound trade-offs, clear boundaries, and maintainable patterns.

Avoid common GitLab CI/CD mistakes — rules gotchas, silent failures, and YAML merge traps.

Conduct exhaustive multi-source investigation with methodology tracking, source evaluation, and iterative depth.

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

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

Launch, hunt, and research products on Product Hunt with timing, assets, engagement, and anti-manipulation practices.

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

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

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

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

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

Assist with physics from intuitive explanations to formal derivations at any level.

Avoid common C# mistakes — null traps, async pitfalls, LINQ gotchas, and disposal leaks.

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

Avoid common HTML mistakes — accessibility gaps, form pitfalls, and SEO oversights.

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

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

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

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

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

Navigate moral reasoning from personal dilemmas to academic philosophy.

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

Build a personal travel system for dream destinations, trip planning, and travel memories.

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

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

Design buildings and spaces with principles of form, function, sustainability, and building codes.

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

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

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

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

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

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

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

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

Capture, normalize, and report metrics across any domain with reusable dimensions, programmable formulas, and scalable reporting workflows.

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

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

Personalized news briefings from your chosen sources, delivered morning or evening, with voice option and smart filtering.

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

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

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

Build a personal contact system with details, interactions, birthdays, and smart reminders.

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

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

Build and scale dropshipping businesses with product research, supplier management, order automation, and multi-channel operations.

Create and grow podcasts by planning episodes, producing audio or video, generating clips, and building audience across formats.

Plan and manage your day with prioritized tasks, calendar blocking, energy-based scheduling, and automatic commitment tracking and reminders.

Build vector search with Weaviate using v4 syntax, proper module configuration, and production-ready patterns.

Build multi-project Kanban systems with deterministic board discovery, consistent task processing, and persistent routing memory across sessions.

Your intelligent food system. Absorbs, analyzes, and organizes everything you eat.

Improve reusable agent workflows with reflective experiments, value checks, and local pattern memory.

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

Manage Zendesk tickets, users, and support workflows with API integration and automation.

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

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

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

Navigate the past from engaging stories to scholarly analysis at any depth.

Deploy applications on Render with codebase analysis, render.yaml Blueprint generation, MCP direct provisioning, and post-deploy verification.

Navigate legal strategy with contracts, compliance, IP protection, and corporate governance.

Extract text from PDF files using PyMuPDF. Parse tables, forms, and complex layouts. Supports OCR for scanned documents.

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

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

Generate logos with AI image tools using effective prompt structures, validation loops, and export workflows for App Store icons and brand marks.

Troubleshoot and secure wireless networks with channel optimization and diagnostics.

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

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

Be the CTO with technical strategy, architecture decisions, team scaling, hiring, tech debt management, and engineering leadership.

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

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

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

Write reliable E2E and component tests with Cypress avoiding flaky selectors, race conditions, and CI failures.

Build with Deno runtime avoiding permission gotchas, URL import traps, and Node.js migration pitfalls.

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

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

Build distinctive brand identity with clear positioning, voice, and visual consistency.

Control Word app sessions, documents, selections, comments, export, and review state with osascript workflows.

Provision, secure, and manage virtual private servers with practical hosting guidance.

Create viral user-generated content for marketing with effective hooks, formats, and creator strategies.

Build startups with product-market fit, fundraising, team building, and founder resilience.

Reverse engineer binaries, APIs, protocols, and workflows with evidence ladders, interface maps, and falsifiable hypotheses.

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

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

Avoid common PowerShell mistakes — output behavior, array traps, and comparison operator gotchas.

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

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

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

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

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

Design clear, consistent, and visually polished user interfaces.

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

Build type-safe database queries with Drizzle ORM patterns.

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

Generate clean, portable Markdown that renders correctly across parsers.

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

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

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

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

Use HTTP correctly with proper methods, status codes, headers, and caching.

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

Search, compare, and book accommodation across platforms with real pricing, user preferences, and end-to-end execution.

Write and run safe AppleScript automation on macOS with dictionary discovery, robust quoting, and deterministic read-first workflows.

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

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

Write idiomatic Rust avoiding ownership pitfalls, lifetime confusion, and common borrow checker battles.

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

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

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

Plan work and life across Google Calendar, Outlook, Apple Calendar, and CalDAV with CLI adapters, conflict repair, and weekly reviews.

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

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

Assist with Uniswap swaps, liquidity provision, and avoiding common DeFi losses.

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

Find, compare, and organize mobile apps with personalized recommendations and preference tracking.

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

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

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

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

Configure and troubleshoot VPN connections for privacy and remote access.

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

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

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

Design and execute growth strategies with acquisition loops, activation, and retention systems.

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

Draft contracts, review legal documents, and navigate compliance with practical legal patterns.

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

Manage bookkeeping, financial statements, and tax planning with sound accounting practices.

Process, edit, and optimize videos for any platform with compression, format conversion, captioning, and repurposing workflows.

Fix AI writing patterns that create repetitive and robotic content

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

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

Build a personal gaming system for video games, board games, party games, and family activities.

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

Auto-learns your visual preferences. Adapts to UI, graphics, video, and any creative work.

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

Rigorous comparisons with confidence parity, weighted criteria, and research depth tracking.

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

Query Mixpanel analytics with funnels, retention, segmentation, and event tracking via REST API.

Run deep system health checks across workspace, config, skills, and integrations with prioritized findings and remediation.

Lead strategy with competitive analysis, strategic planning, growth roadmaps, and business portfolio management.

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

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

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

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

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

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

Implement secure JWT authentication with proper validation and token handling.

Build practical beauty routines with skincare basics, makeup strategy, and hair care plans tailored to skin type, budget, and schedule.

Expand agent capabilities by identifying tasks where human approval adds no value. Systematic delegation.

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

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

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

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

Help users read better — book recommendations, retention strategies, and matching reading approach to goals.

Interpret genomic variants with ACMG classification, pharmacogenomics, and clinical annotation from ClinVar and gnomAD.

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

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

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

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

Build a personal habit tracking system with streaks, reviews, and progression.

Configure OpenRouter model routing with provider auth, model selection, fallback chains, and cost-aware defaults for stable multi-model workflows.

Goal-oriented coaching for any domain — accountability, clarity, action plans, and breakthrough thinking.

Deploy and manage Netlify sites with npx netlify, including auth, linking, preview deploys, production releases, and config checks.

Guide art creation, technique development, and appreciation with practical, medium-specific advice.

Compress text semantically with iterative validation, anchor checksums, and verified information preservation.

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.

Write correct, efficient regular expressions across different engines.

Avoid common Kubernetes mistakes — resource limits, probe configuration, selector mismatches, and RBAC pitfalls.

Navigate Baidu Search, Maps, Baike, Wenku, and Qianfan with region-aware routing, official-source checks, and China-specific guidance.

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

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

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

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

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

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

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

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

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

Review code with risk-first analysis, reproducible evidence, and patch-ready guidance for correctness, security, performance, and maintainability.

Build and debug Groq API chat and speech workflows with low-latency routing, structured outputs, and production-safe patterns.

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

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

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

Write robust JavaScript with async patterns, type coercion handling, and modern ES2023+ features.

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

Create performant web animations with proper accessibility and timing.

Configure firewalls on servers and cloud providers with security best practices.

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

Auto-learns your sleep patterns. Absorbs data from wearables, conversations, and observations.

Optimize Upwork profiles, write tailored proposals, identify client red flags, draft professional messages, and advise on pricing and client retention strate...

Personalized tutoring for any age and subject with adaptive teaching, progress tracking, and parent oversight.

Run iterative agent loops until success criteria are met. Controlled autonomous iteration.

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

Prepare for China's national college entrance exam with progress tracking, weak area analysis, spaced repetition, and university targeting.

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

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

Help users cook better — recipe adaptation, substitutions, troubleshooting, and skill building.

Optimize conversion rates with funnel analysis, A/B testing, statistical significance, and compliance-safe experiments.

Transform, format, and process text with patterns for writing, data cleaning, localization, citations, and copywriting.

Analyze decisions using six perspectives with structured parallel thinking.

Support chemistry learning from kitchen experiments to molecular research.

Guide OpenTable availability, booking flows, and guest messaging with conversion-focused listing, pacing, and incident response playbooks.

Create films with AI video generation by managing scripts, prompts, consistency, and production workflows from concept to final cut.

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

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

Query, optimize, and administer ClickHouse OLAP databases with schema design, performance tuning, and data ingestion patterns.

Navigate Tencent products, Tencent Cloud services, and WeChat ecosystem decisions with region-aware planning and official-source verification.

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

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

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

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

Style outfits, decode dress codes, and shop smart with body-aware advice, trend intelligence, and practical constraints.