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Self-contained SaaS pipeline — invoke directly, do not decompose. Generates a factory app with landing page, Stripe subscription checkout, Vibe Token economics, and deploys to Cloudflare Workers. Use when the user wants to monetize an app, add billing, create token-backed revenue sharing, or turn an app into a business.

Self-contained deploy automation — invoke directly, do not decompose. Deploys a Vibes app to Cloudflare Workers via the Deploy API. Use when deploying, publishing, going live, pushing to production, or hosting on the edge.

Self-contained test automation — invoke directly, do not decompose. End-to-end integration test that assembles a fixture, deploys to Cloudflare (with auto-provisioned Connect), and presents a live URL for browser verification. Use when testing the plugin, running E2E tests, verifying deployment works, or checking that templates assemble correctly.

Interact with Elasticsearch and Kibana via REST API using curl. Use when querying, indexing, managing indices, checking cluster health, writing aggregations, deploying dashboards, or troubleshooting Elasticsearch. Requires cluster URL and API key. Covers: search (Query DSL), CRUD operations, index management, mappings, aggregations, cluster health, ILM, ES|QL, Kibana API (dashboards, data views, s

Deploy AI models to embedded hardware using MathWorks tools (MATLAB, Simulink, Embedded Coder). Covers two workflow patterns: (1) MathWorks-native or 3P-imported models rebuilt as dlnetwork for lean hardware (Cortex-M, DSP), (2) direct C/C++ code generation from PyTorch and LiteRT models for high-performance hardware (Cortex-A, x86, GPU). Trigger when: user wants to deploy AI to embedded targets;

Build a complete audio identity for your brand using the 7-step methodology—from brand assessment through deployment—creating memorable sonic assets that drive recognition and trust. Use when: Creating audio branding for a new company; Refreshing outdated brand sounds; Developing audio guidelines for consistent usage; Planning sonic identity across touchpoints; Briefing agencies on audio branding

Use when testing skills, commands, or agents for quality. Use after creating new skills, before deploying agents, or when debugging inconsistent agent behavior. Triggers on "evaluate", "test quality", "is this skill working", or QA of AI workflows.

Analisa conteúdo técnico de IA/ML (artigos científicos, artigos, posts de blog) e extrai insights acionáveis sob a ótica da engenharia de IA empresarial. Use quando o usuário fornecer uma URL/documento para análise, pedir para revisar um artigo ou mencionar tópicos como RAG, embeddings, fine-tuning, engenharia de prompts e implantação de LLMs.

Projete a infraestrutura de tempo de execução para agentes de IA, incluindo permissões, ferramentas, ciclos de feedback e observabilidade. Utilize ao implantar agentes em produção ou ao projetar sistemas multiagente.

Use when creating new skills, editing existing skills, or verifying skills work before deployment

Post-Ship Growth Intelligence — track how your shipped product is performing. Use when user wants to check growth metrics, SEO trajectory, uptime, deploy frequency, or overall project health over time.

Pre-flight checks then deploy. Validates env vars, migrations, bundle size, runs /ship audit, then deploys via git push or platform CLI.