DevOps e Infra

Python toolkit for neurophysiological signal processing: ECG (HR, HRV, R-peaks), EEG (complexity, PSD), EMG (activation onset), EDA/GSR (SCR decomposition), PPG, and RSP. Includes synthetic signal simulation. Alternatives: BioSPPy (less maintained), MNE (EEG/MEG specialist), heartpy (ECG only), scipy.signal (raw DSP).

Este SDK do Azure Resource Manager para Fabric em .NET permite operações de plano de gerenciamento, como provisionamento, escalonamento, suspensão/retomada de capacidades do Microsoft Fabric, verificação de disponibilidade de nomes e listagem de SKUs.

Loop 3 do Sistema de Desenvolvimento Integrado de Três Loops, com automação CI/CD que inclui recuperação inteligente de falhas, análise de causa raiz e validação de qualidade abrangente. Recebe implementações do Loop 2, realimenta padrões de falha ao Loop 1 e alcança 100% de sucesso em testes por meio de reparo automatizado e validação em ambiente de teste. Versão 2.0.0 com SOPs de agente explícitos.

When the user wants to host a tech event, meetup, workshop, or community gathering — especially using Luma. Also use when the user mentions "host an event", "meetup", "workshop", "Luma event", or "community event".

Create production-ready Kubernetes manifests for Deployments, Services, ConfigMaps, and Secrets following best practices and security standards. Use when generating Kubernetes YAML manifests, creating K8s resources, or implementing production-grade Kubernetes configurations.

Decide how to complete a development branch: merge, PR, squash, or cleanup.

Structured messaging protocols for agent team communication including message type selection, plan approval, shutdown procedures, and anti-patterns to avoid. Use this skill when establishing communication norms for a newly spawned team, when deciding whether to send a direct message or a broadcast, when a team-lead needs to review and approve an implementer's plan before work begins, when orchestr

Fast, reproducible scientific Python environments with pixi - conda and PyPI unified

Implemente fluxos de trabalho GitOps com ArgoCD e Flux para implantações automatizadas e declarativas no Kubernetes com reconciliação contínua. Use ao implementar práticas GitOps, automatizar implantações no Kubernetes ou configurar o gerenciamento de infraestrutura declarativa.

External evidence discipline and search execution routing. Bridges structure_judgment and judgment_hygiene to govern how the model searches, what it retrieves, when to stop, and how to format evidence before internal reasoning. Prevents treating SEO-driven internet as infallible.

Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running batch processing jobs, scheduling compute-intensive tasks, or serving APIs that require GPU acceleration or dynamic scaling.

Maintain project state across MULTIPLE conversations over days/weeks. Track tasks, decisions, blockers, resources. Auto-update when project mentioned. Generate status reports and proactive reminders.