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Run a full pre-launch quality gate before shipping — chains product review, growth audit, UX audit, security scan, and deployment preflight into a go/no-go launch decision. Stops on critical blockers. Use before v1 launch, beta release, major version rollout, or feature launch.

Guidance for using brand strategy to attract, recruit, and retain talent — trigger when a user asks about employer brand, recruiting marketing, or using content to support hiring goals.

Guidance for planning, producing, managing, and distributing B2B marketing content at scale—trigger when a user needs help with content workflows, AI-assisted production, team structure, scheduling, or editorial processes.

Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on NVIDIA GPUs (A100/H100), when you need 10-100x faster inference than PyTorch, or for serving models with quantization (FP8/INT4), in-flight batching, and multi-GPU scaling.

Orientações sobre sistemas de produtividade pessoal, hábitos diários e rotinas criativas para profissionais de marketing B2B. Ativa quando um usuário pergunta sobre gestão de tempo, construção de rotinas, geração de ideias ou manutenção da produção criativa.

Activates UI-UX-Designer for user experience design, interface critique, and accessibility review. Use when you need user flow mapping and friction identification, wireframe critique and design improvement recommendations, accessibility audit against WCAG 2.1 AA standards, design system component specification, or usability heuristic evaluation of existing interfaces.

Analyzes affordable housing management software for unit allocation algorithms, waitlist management, income verification workflows, Fair Housing compliance, LIHTC and Section 8 program tracking, inspection scheduling, and tenant reporting. USE THIS SKILL WHEN: - You are reviewing housing management software or tenant management systems - Someone asks about Section 8, LIHTC, or public housing progr

Extract a structured abstract from a commercial lease PDF — tenant/landlord identification, premises description + RSF/USF, lease term + commencement/expiration, renewal options (count, notice windows, fair-market rent reset), base rent schedule + escalations (fixed %, CPI-linked, step-up, percentage rent breakpoints), operating expense structure (NNN, modified gross, full service, base year, expe

Audit game projects for accessibility across visual (colorblind modes, contrast, font scaling, photosensitivity), audio (subtitles, captions, visual sound indicators, mono audio), motor (remappable controls, one-handed play, hold-to-toggle, QTE alternatives), cognitive (difficulty options, tutorials, quest logs, hint systems), and communication (CVAA text chat, voice-to-text). Checks Xbox Accessib

Generate Mermaid architecture diagrams from your codebase. Produces C4 context and container diagrams, sequence diagrams for key flows, ER diagrams from database schemas, and module dependency graphs. Use when you need architecture diagrams, system diagrams, database ERD, sequence diagrams, dependency visualization, or C4 model diagrams.

Audit K-12 school operations, district management, and education administration software. Reviews master schedule building and constraint optimization, student course request scheduling with IEP service integration, staffing formula models and FTE allocation, class size management, Title I weighted per-pupil funding and comparability reporting, fund accounting and budget-to-actual variance, facili

Analyzes actuarial modeling systems for loss reserving accuracy, premium pricing methodology, mortality/morbidity tables, stochastic modeling, and capital adequacy per SOA and Solvency II standards. USE THIS SKILL WHEN: - You need to review or audit actuarial models (reserving, pricing, capital) - Someone asks about loss triangle analysis or reserve adequacy - You are evaluating IBNR calculations,