workflow-patterns
Apply multi-phase workflow and handoff patterns. Use when workflow patterns guidance is required.
Apply multi-phase workflow and handoff patterns. Use when workflow patterns guidance is required.
Validate plugin structure, manifests, and silent failure patterns. TRIGGERS - plugin validation, validate plugin, check plugin, silent failures, hook audit, stderr emission.
Use git worktrees for parallel development on multiple branches simultaneously
Create isolated jj workspaces for testing changes, running experiments in parallel, and exploring alternative implementations. Use when testing breaking changes, comparing different approaches, or running long-running operations without blocking other work. (project)
Helm chart development and management for Vigil Guard v2.0.0. Use when creating Vigil Guard Helm charts, managing chart dependencies for 11 services including heuristics and semantic subcharts, configuring values for different environments, or publishing charts to repositories.
Vigil Guard v2.0.0 project-specific code audit context. Maps 10 audit categories to specific directories, files, and technologies. Includes custom checks for 3-branch parallel detection pipeline (24 nodes), Presidio PII detection, ClickHouse analytics with branch scoring, and heuristics-service patterns.
AID Phase 5 - QA and Release. Use for validating implementations, acceptance tests, preparing releases, deployment, operational readiness.
Dispatch code-reviewer subagent to review implementation against plan or requirements before proceeding
Helm chart development patterns for packaging and deploying Kubernetes applications. Use when creating reusable Helm charts, managing multi-environment deployments, or building application catalogs for Kubernetes.
GitHub Actions CI/CD workflows for automating build, test, and deployment
Orchestrate multi-target CLI configuration synchronization using config-sync phase runners and planners.
Diagnose devcontainer configuration problems and guide development environment setup. This skill should be used when the user asks to 'set up devcontainer', 'fix container startup', 'configure VS Code dev container', 'Codespaces setup', or has Docker development environment issues. Keywords: devcontainer, docker, VS Code, Codespaces, container, development environment, Dockerfile.
Go language patterns and best practices. Use when language go guidance is required.
Azure Deployment Stacks GA 2025 features for unified resource management, deny settings, and lifecycle management
Use when completing tasks, implementing major features, or before merging to verify work meets requirements - dispatches code-reviewer subagent to review implementation against plan or requirements before proceeding
DigitalOcean platform overview for account setup, projects, tooling (Control Panel, doctl, API, Terraform), and service selection across compute, storage, databases, networking, management, and teams. Use when onboarding or planning DigitalOcean usage.
Comprehensive OpenTofu expertise including migration from Terraform, state encryption, OpenTofu 1.10/1.11 features (OCI registry, native S3 locking, ephemeral resources, enabled meta-argument), and CI/CD integration. Covers when to use OpenTofu vs Terraform with decision matrix.
Salesforce Hyperforce public cloud infrastructure and architecture (2025)
Hono on Cloudflare Workers - bindings, KV, D1, R2, Durable Objects, and edge deployment patterns
Guide for importing existing Google Cloud resources into Pulumi state. Use when the user says "import resource to Pulumi", "add existing GCP resource", or needs to bring existing infrastructure under Pulumi management.
Azure service emulators for local development including Azurite, Cosmos DB, and Event Hub Docker containers
File storage adapters (檔案儲存適配器). Use when working with AWS S3, Google Cloud Storage (GCS), Cloudflare R2, Azure Blob, or local file storage (本地儲存). Covers file upload (檔案上傳), download (下載), presigned URLs (簽署 URL), batch operations (批量操作), and NestJS integration.