Design e Frontend

Diagnose whether an Obsidian knowledge workflow produces cognitive return or is becoming a passive archive. Load when vault feels archival or dead. Do NOT use for inbox triage, link review, synthesis, or direct restructuring.

Activates AIRedTeamer — a specialist in adversarial testing of AI/LLM systems for safety, robustness, and alignment failures. Use when you need to test prompts for jailbreaks, probe model behavior under adversarial inputs, assess AI system safety, evaluate guardrail effectiveness, or design red-team evaluation suites for production LLMs.

Autonomous performance optimization for interfaces — content-visibility, CSS containment, scroll-driven animations replacing JS, view transitions replacing SPA transitions, image optimization, and bundle trimming. Use when: 'optimize UI performance', 'speed up the frontend', 'reduce bundle size', 'improve web vitals', 'optimize rendering', 'make it faster', 'performance audit'.

Architect-level story review with component reuse, domain consistency, data privacy, service architecture, and infrastructure checks. Design review before coding or implementation validation after.

Monitor federal grant opportunities across Grants.gov (Simpler.grants.gov is the modern UX), SAM.gov assistance listings (the post-CFDA replacement that preserves CFDA program numbers), and direct agency portals — NIH RePORTER + NIH Guide, NSF Funding, DOE OSTI, USDA NIFA, EPA Grants, NEH/NEA, IES (Education), CDC, FEMA, HUD CPD, ACF. Generates a daily pipeline with eligibility filtering (501(c)(3

State-of-the-art text-to-image generation with Stable Diffusion models via HuggingFace Diffusers. Use when generating images from text prompts, performing image-to-image translation, inpainting, or building custom diffusion pipelines.

Activates PatentAnalyst for intellectual property analysis and patent strategy. Use when you need prior art searching and landscape mapping, patent claim analysis and scope assessment, freedom-to-operate (FTO) analysis, IP portfolio strategy and filing recommendations, or competitive patent intelligence in a technology area. Not legal advice — consult a patent attorney.

Ajuda profissionais de marketing B2B a planejar, promover, executar e reutilizar webinars, cobrindo seleção de tópicos, formato, duração, mecânicas de participação, acompanhamento e distribuição de conteúdo. Aciona quando um usuário está projetando um programa de webinar, solucionando baixa participação ou decidindo como estruturar uma sessão ao vivo.

Activates PromptEngineer for system prompt design, prompt optimization, and LLM evaluation. Use when you need to design a system prompt for a Claude-based application, optimize prompts for accuracy and consistency, implement chain-of-thought reasoning, build evaluation frameworks (evals) to measure prompt quality, or prevent prompt injection and jailbreaks.

Activates the RAG-Architect agent for designing and building Retrieval-Augmented Generation systems. Use this skill when you need to build a document Q&A system, design a knowledge base with semantic search, set up vector stores (Chroma, Pinecone, pgvector), implement hybrid retrieval (dense + BM25 sparse), add re-ranking, or generate grounded answers with source citations and hallucination detect

Turn a design into production-quality frontend code: extract a design system with tokens and components, make layouts responsive across breakpoints, add dark mode with WCAG-compliant theming, then run a UX audit to validate everything. Use when implementing UI from Figma, adding theming, making an app responsive, or overhauling frontend design consistency.

Guidance for promoting B2B events before they happen and executing follow-up after — covering pre-event demand building, on-site tactics, and post-event outreach workflows. Trigger when a user is planning, promoting, or following up on any B2B event.