DevOps e Infra

Mentorship workflow for conceptual DevOps and infrastructure questions, design discussions, tool selection, deployment strategy, observability planning, and troubleshooting production systems. Covers cloud, CI/CD, Kubernetes, Terraform, monitoring, incidents, and SRE topics, calibrated to teach the why alongside the what. NOT for application code changes (use ship) or code review (use review-code)

Remove refusal behaviors from open-weight LLMs using OBLITERATUS — mechanistic interpretability techniques (diff-in-means, SVD, whitened SVD, LEACE, SAE decomposition, etc.) to excise guardrails while preserving reasoning. 9 CLI methods, 28 analysis modules, 116 model presets across 5 compute tiers, tournament evaluation, and telemetry-driven recommendations. Use when a user wants to uncensor, abl

Audit ESG reporting software and sustainability metric accuracy. Analyzes Environmental (Scope 1/2/3 emissions, water, waste, biodiversity), Social (workforce diversity, pay equity, human rights due diligence), and Governance (board composition, ethics, risk) data collection against GRI, SASB, TCFD, CDP, CSRD/ESRS, ISSB, and UN SDG frameworks. Detects greenwashing risk through claim verification,

CtxShift é uma skill que ajuda você a focar em suas tarefas, reduzindo o ruído de contexto e permitindo recuperações de estado mais rápidas.

Audit research data management infrastructure -- score FAIR principles compliance (Findable, Accessible, Interoperable, Reusable) across all sub-principles, evaluate data governance frameworks and lifecycle management, assess metadata schema quality (Dublin Core, DataCite, DDI, ISO 19115), review electronic lab notebook integrity and IP protection, check controlled vocabulary and ontology usage, a

Generate an operations runbook from your deployment config, Docker/K8s manifests, CI/CD pipelines, and monitoring setup. Produces copy-pasteable procedures for deployment, rollback, scaling, database maintenance, incident response, and troubleshooting. Use when you need a runbook, ops playbook, deployment guide, incident response plan, or production operations documentation.

Desenvolvimento baseado em contêineres para ambientes isolados e reproduzíveis. Use ao executar comandos npm, instalar pacotes, executar código ou gerenciar dependências de projeto, com frases de gatilho como "npm install" ou "start the server".

Analyzes infrastructure costs at 1K-100K user scales by reading the actual codebase, auto-detecting cloud providers, modeling per-action costs, and projecting total monthly spend with optimization recommendations.

Activates the DevOps-Commander agent for infrastructure, CI/CD, and cloud operations. Use when you need GitHub Actions or GitLab CI pipeline design, Dockerfile and docker-compose configuration, Kubernetes deployment manifests, Terraform/Pulumi infrastructure as code, Prometheus + Grafana monitoring setup, or incident response runbooks. Outputs complete, production-ready configuration files.

Audit fintech and financial services code for KYC/AML (CIP, CDD, EDD, sanctions screening, transaction monitoring), BSA (SAR/CTR filing, FinCEN reporting, Travel Rule), Reg E (EFT error resolution, unauthorized transfer liability, provisional credit), SOX (audit trails, segregation of duties, financial controls), GLBA (privacy notices, Safeguards Rule, data sharing), and state money transmitter li

GGUF format and llama.cpp quantization for efficient CPU/GPU inference. Use when deploying models on consumer hardware, Apple Silicon, or when needing flexible quantization from 2-8 bit without GPU requirements.

Generate Terraform infrastructure-as-code for AWS, GCP, or Azure. Creates modular VPC, compute, database, cache, CDN, and monitoring configs with per-environment sizing, remote state, cost estimates, and security best practices. Use when you need to set up cloud infrastructure, provision servers, create IaC, deploy to AWS/GCP/Azure, or scaffold a Terraform project.