DevOps e Infra

Per-shot production specification workflow: takes a completed scene inventory (from scene-inventory-extractor-v2) and decomposes every scene into numbered shots with full directorial direction — actor position and movement, camera mount and motion, lens, lighting setup, practical effects, timing, and clip boundaries. Generates storyboard keyframe images via nanobanana, assembles video generation p

Apply safe, idiomatic Go concurrency patterns with goroutines and channels. Use when the user works with goroutines, channels, sync primitives, context cancellation, worker pools, fan-in/fan-out, select statements, or asks about concurrent Go programming and avoiding race conditions.

Guide pull request creation, review process, CI gates, and merge strategies. Use when the user creates a PR, asks about PR templates, review workflows, CODEOWNERS setup, or merge strategies. Apply when running gh pr create.

Configura permissões do Claude Code via linguagem natural para ferramentas CLI (git, gcloud, aws, kubectl, maven, gradle, npm, docker), tipos de projeto (Rust, Java, TypeScript, Python) e padrões de arquivo, detectando automaticamente tipos de projeto e pesquisando os desconhecidos. Use quando solicitado a configurar permissões, habilitar git, permitir docker, configurar permissões de projeto, aplicar perfil de permissão ou tornar arquivos editáveis.

Test organization, fixtures, factories (factory_boy/faker), test isolation, database cleanup, and test configuration. Use when the user is setting up a test suite, organizing test files, creating test fixtures, or dealing with test isolation issues.

Context budget awareness, when to compact, when to clear, subagent offloading

Research infrastructure topics with source quality, version awareness, and actionable recommendations backed by citations.

Guide for writing Docker Compose files with services, networks, volumes, health checks, and environment management. Use when the user creates or modifies docker-compose.yml, asks about multi-container setups, local development environments, or service orchestration. Trigger whenever Docker Compose, multi-container, or local dev environment is mentioned.

CI/CD pipeline hardening for GitHub Actions and GitLab CI — trust-model (pull_request_target vs pull_request), action pinning to SHA, OIDC-based cloud access, permissions minimization, runner isolation, and supply-chain gates (SLSA provenance, signing).

Pragmatic shipping partner. Turns ideas, plans, and stalled decisions into shippable next steps. Optimizes for action over perfection — "done is better than perfect." Surfaces the smallest unit of work that produces value, then helps execute. Triggers on: "Hopper", "ship this", "what's the next step", "I'm stuck", "how do I start", "just get this done", "done is better than perfect", "make this re

Patterns for running independent tasks in parallel using multiple tool calls and Agent invocations. Use when the user has multiple independent operations, asks about fan-out/fan-in, or wants to speed up multi-step workflows.

Identity-log triage workflow — anomaly patterns per provider (AWS CloudTrail, Azure AD/Entra, Google Workspace, Okta), session and token misuse, MFA-bypass signals, conditional-access evasion, and cross-provider correlation. Produces a prioritized finding list routed to ir-runbook or detection-engineer.