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Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling. Use when building new FastAPI applications or setting up backend API projects.

Orchestrate a headless GPU server (NUC, cloud VM, or any SSH-accessible machine) from a local Mac or workstation. Use when: (1) Running GPU workloads remotely (training, inference, video generation), (2) Triggering Claude Code sessions on a remote machine, (3) Launching autoany EGRI loops, symphony orchestrations, or training scripts on remote hardware, (4) Managing jobs on a headless GPU server (

Diagnóstico e correção de travamentos no FastAPI, causados pelo desligamento bloqueante do ThreadPoolExecutor na rota de stream de notícias, com a inclusão de captura py-spy e um padrão de executor não bloqueante.

Review an authorized application for business-logic vulnerabilities, workflow abuse, approval bypasses, replay conditions, quota circumvention, plan enforcement bugs, and state-transition errors. Use for billing, invites, approvals, refunds, admin actions, and multi-step workflows.

Quality control and exploration of RNA-seq count matrices before differential expression. Check for outliers, batch effects, and sample relationships. Use when assessing count matrix quality before DE analysis.

Gere imagens de produtos com qualidade de marca usando o aprimoramento de prompts de sessão de fotos de produtos da Higgsfield no GPT Image 2. É o ponto de entrada para visuais profissionais de marca/produto, adequado para diversas aplicações como fotos de estúdio, imagens de estilo de vida e criativos de anúncios.

Pacote de habilidades Rest Assured para projetar, implementar, documentar e relatar testes de API em Java e fluxos de trabalho de CI.

Context handoff for fresh sessions. Saves unsaved session knowledge to notebook, then produces a short orientation block to paste into a new chat. Use when user says '/memento', 'hand off context', 'prepare for fresh chat', 'save and brief', or before clearing context. NOT for: recovering context (use /notebook recover) or saving a single note.

Display knowledge base status and recent learnings

Esta skill constrói pipelines RAG (Geração Aumentada por Recuperação) com pesquisa web e LLMs, permitindo pesquisa, verificação de fatos, respostas fundamentadas e recuperação de conhecimento para agentes de IA, assistentes de pesquisa e bases de conhecimento.

Build production Apache Airflow DAGs with best practices for operators, sensors, testing, and deployment. Use when creating data pipelines, orchestrating workflows, or scheduling batch jobs.

Run a structured 5-day process to prototype, test, and validate product ideas with real users. Use when the user mentions "design sprint", "validate in a week", "rapid prototype", "test with users", "de-risk before building", "GV sprint", "prototype testing", or "design workshop". Also trigger when a team needs to make a critical product decision quickly, resolve stakeholder disagreements, or test