Transformers.js - Machine Learning for JavaScript workflow skill. Use this skill when the user needs Run Hugging Face models in JavaScript or TypeScript with Transformers.js in Node.js or the browser and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Turborepo Caching workflow skill. Use this skill when the user needs Configure Turborepo for efficient monorepo builds with local and remote caching. Use when setting up Turborepo, optimizing build pipelines, or implementing distributed caching and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

tutorial-engineer workflow skill. Use this skill when the user needs Creates step-by-step tutorials and educational content from code. Transforms complex concepts into progressive learning experiences with hands-on examples and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Unsplash Integration Skill workflow skill. Use this skill when the user needs Integration skill for searching and fetching high-quality, free-to-use professional photography from Unsplash and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

UX Feedback workflow skill. Use this skill when the user needs Add loading, empty, error, and success feedback states to StyleSeed components and pages with practical mobile-first rules and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Vexor CLI Skill workflow skill. Use this skill when the user needs Semantic file discovery via vexor. Use whenever locating where something is implemented/loaded/defined in a medium or large repo, or when the file location is unclear. Prefer this over manual browsing and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Vizcom Skill workflow skill. Use this skill when the user needs AI-powered product design tool for transforming sketches into full-fidelity 3D renders and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Voice AI Engine Development workflow skill. Use this skill when the user needs Build real-time conversational AI voice engines using async worker pipelines, streaming transcription, LLM agents, and TTS synthesis with interrupt handling and multi-provider support and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Web Scraper workflow skill. Use this skill when the user needs Web scraping inteligente multi-estrategia. Extrai dados estruturados de paginas web (tabelas, listas, precos). Paginacao, monitoramento e export CSV/JSON and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Webflow Automation via Rube MCP workflow skill. Use this skill when the user needs Automate Webflow CMS collections, site publishing, page management, asset uploads, and ecommerce orders via Rube MCP (Composio). Always search tools first for current schemas and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

X (Twitter) Scraper \u2014 Xquik workflow skill. Use this skill when the user needs X (Twitter) data platform skill \u2014 tweet search, user lookup, follower extraction, engagement metrics, giveaway draws, monitoring, webhooks, 19 extraction tools, MCP server and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

YANN LECUN \u2014 M\u00d3DULO DE DEBATES E POSI\u00c7\u00d5ES v3.0 workflow skill. Use this skill when the user needs Sub-skill de debates e posi\u00e7\u00f5es de Yann LeCun. Cobre cr\u00edticas t\u00e9cnicas detalhadas aos LLMs, rivalidades intelectuais (LeCun vs Hinton, Sutskever, Russell, Yudkowsky, Bostrom), lista completa de rejei\u00e7\u00f5es a afirma\u00e7\u00f5es mainstream, posi\u00e7\u00e3o sobre risco existencial de IA, e t\u00e9cnicas de debate ao vivo and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

YANN LECUN \u2014 M\u00d3DULO FILOS\u00d3FICO E PEDAG\u00d3GICO v3.0 workflow skill. Use this skill when the user needs Sub-skill filos\u00f3fica e pedag\u00f3gica de Yann LeCun and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

YANN LECUN \u2014 M\u00d3DULO T\u00c9CNICO v3.0 workflow skill. Use this skill when the user needs Sub-skill t\u00e9cnica de Yann LeCun. Cobre CNNs, LeNet, backpropagation, JEPA (I-JEPA, V-JEPA, MC-JEPA), AMI (Advanced Machinery of Intelligence), Self-Supervised Learning (SimCLR, MAE, BYOL), Energy-Based Models (EBMs) e c\u00f3digo PyTorch completo and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

ADHX - X/Twitter Post Reader workflow skill. Use this skill when the user needs Fetch any X/Twitter post as clean LLM-friendly JSON. Converts x.com, twitter.com, or adhx.com links into structured data with full article content, author info, and engagement metrics. No scraping or browser required and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

AI Agent Development Workflow workflow skill. Use this skill when the user needs AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

AI Agent Development Workflow workflow skill. Use this skill when the user needs AI agent development workflow for building autonomous agents, multi-agent systems, and agent orchestration with CrewAI, LangGraph, and custom agents and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

AI/ML Workflow Bundle workflow skill. Use this skill when the user needs AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

AI/ML Workflow Bundle workflow skill. Use this skill when the user needs AI and machine learning workflow covering LLM application development, RAG implementation, agent architecture, ML pipelines, and AI-powered features and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

AMAZON ALEXA \\u2014 Voz Inteligente com Claude workflow skill. Use this skill when the user needs Integracao completa com Amazon Alexa para criar skills de voz inteligentes, transformar Alexa em assistente com Claude como cerebro (projeto Auri) e integrar com AWS ecosystem (Lambda, DynamoDB, Polly, Transcribe, Lex, Smart Home) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

AMAZON ALEXA \\u2014 Voz Inteligente com Claude workflow skill. Use this skill when the user needs Integracao completa com Amazon Alexa para criar skills de voz inteligentes, transformar Alexa em assistente com Claude como cerebro (projeto Auri) e integrar com AWS ecosystem (Lambda, DynamoDB, Polly, Transcribe, Lex, Smart Home) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

ANALYTICS-PRODUCT \\u2014 Decida com Dados workflow skill. Use this skill when the user needs Analytics de produto \\u2014 PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

ANALYTICS-PRODUCT \\u2014 Decida com Dados workflow skill. Use this skill when the user needs Analytics de produto \\u2014 PostHog, Mixpanel, eventos, funnels, cohorts, retencao, north star metric, OKRs e dashboards de produto and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Angular UI Patterns workflow skill. Use this skill when the user needs Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Angular UI Patterns workflow skill. Use this skill when the user needs Modern Angular UI patterns for loading states, error handling, and data display. Use when building UI components, handling async data, or managing component states and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Audience Analysis workflow skill. Use this skill when the user needs Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Audience Analysis workflow skill. Use this skill when the user needs Understand audience demographics, preferences, behavior patterns, and engagement quality across Facebook, Instagram, YouTube, and TikTok and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Lead Generation workflow skill. Use this skill when the user needs Scrape leads from multiple platforms using Apify Actors and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Lead Generation workflow skill. Use this skill when the user needs Scrape leads from multiple platforms using Apify Actors and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Market Research workflow skill. Use this skill when the user needs Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Market Research workflow skill. Use this skill when the user needs Analyze market conditions, geographic opportunities, pricing, consumer behavior, and product validation across Google Maps, Facebook, Instagram, Booking.com, and TripAdvisor and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Universal Web Scraper workflow skill. Use this skill when the user needs AI-driven data extraction from 55+ Actors across all major platforms. This skill automatically selects the best Actor for your task and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Attack Tree Construction workflow skill. Use this skill when the user needs Build comprehensive attack trees to visualize threat paths. Use when mapping attack scenarios, identifying defense gaps, or communicating security risks to stakeholders and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Check for Faster-Whisper (preferred - 4-5x faster) workflow skill. Use this skill when the user needs Transform audio recordings into professional Markdown documentation with intelligent summaries using LLM integration and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

Security Ownership Map workflow skill. Use this skill when the user needs Analyze git repositories to build a security ownership topology (people-to-file), compute bus factor and sensitive-code ownership, and export CSV/JSON for graph databases and visualization. Use when the user explicitly wants a security-oriented ownership or bus-factor analysis grounded in git history (for example: orphaned sensitive code, security maintainers, CODEOWNERS reality checks for risk, sensitive hotspots, or ownership clusters). Do NOT use for general maintainer lists, non-security ownership questions, or threat modeling (use security-threat-model) and the operator should preserve the upstream workflow, copied support files, and provenance before merging or handing off.

A comprehensive design operating system synthesized from 10 canonical design books. Covers research, typography, color theory, composition, branding, logo design, storytelling, web design, creative process, and professional practice.

Full-stack AITuber (AI VTuber) orchestrator covering planning, implementation, and operation. Designs and builds real-time streaming pipelines (Chat → LLM → TTS → Avatar → OBS), live chat integration, TTS voice synthesis, Live2D/VRM avatar control, lip-sync and expression mapping, and OBS WebSocket streaming automation.

End-to-end design-to-implementation pipeline orchestrator that runs the code-to-visual-to-code closed loop through a single entrypoint. Use when a user request spans design extraction, prototype, visual assets, slides/marketing collateral, and production implementation together. Persists a project design system and routes multi-form artifact production across Frame, Muse, Loom, Forge, Pixel, Ink/Sketch/Dot/Clay, Stage, Canvas, Morph, Artisan, and Showcase. Don't use for single-token tweaks (Muse), single prototypes (Forge), design-direction decisions only (Vision), or generic multi-domain orchestration (Nexus).

Ecosystem self-evolution orchestrator. Detects project lifecycle phases, evaluates agent relevance, synthesizes cross-agent knowledge, and proposes evolution actions. Use when ecosystem health checks, fitness scoring, or evolution proposals are needed.

Persona-based cognitive walkthrough agent that simulates users (beginners, seniors, mobile users, etc.) to evaluate UI flows, report confusion points, and score emotional friction. Use when usability validation or UX problem discovery is needed.

Automated remediation agent for known failure patterns. Receives Triage diagnoses and Beacon alerts, executes runbooks with safety-tier classification, staged verification, and rollback. Use when automated incident remediation is needed.

Define and manage design tokens, apply token systems to existing codebases, and build design system foundations. Covers token architecture for spacing, color, typography, dark mode, and cross-platform output. Use when design token design or UI consistency is needed.

Bug investigation, root cause analysis (RCA), reproduction steps, and impact assessment. Investigation-only agent that identifies why bugs occur and where to fix them without writing code.

Crawl and scraping systems architecture — distributed crawler topology, URL frontier management, politeness policy, and compliance architecture. Architecture-only (no execution code). Use when crawl system architecture is needed. Don't use for single-page scraping (Navigator) or ETL pipelines (Stream).

Software architecture modeling, evaluation, and Structurizr DSL generation based on C4 model methodology. Use when C4 model design or visualization is needed.

ETL/ELT pipeline design, data flow visualization, batch/streaming selection, and Kafka/Airflow/dbt design. Use when building data pipelines or managing data quality.

Converts repository changes into detailed learning documents. Use when turning diffs into teaching materials, recording design decisions, or creating onboarding materials for new members.

Session replay analysis, persona-based behavioral pattern extraction, and UX issue storytelling. A behavioral archaeologist who reads the 'why' from actual user operation logs. Collaborates with Researcher/Echo for persona validation.

Workflow and state machine design agent. Use when state transition design, invalid transition detection, Saga patterns, or approval flow design is needed.

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