Enforces safety standards for infrastructure, database, and deployment tasks through rigorous risk assessment and rollback planning.
Manage the AIWG ops ecosystem of sysops, devops, and itops workspaces and frameworks
This skill guides provisioning Hetzner Cloud infrastructure with OpenTofu/Terraform.
Multi-cloud orchestration for ML workloads with automatic cost optimization.
Detect references to skills and scripts in structured artifacts (specs, ADRs, eval fixtures,
Produce a complete OTA update system design — partition layout, update flow, rollback conditions, validation checks, fleet management…
Package a built-in or standalone project-local AIWG plugin wrapper for marketplace distribution
Track which stacks across a Pulumi organization use a specific package and at what versions.
Detect and extract patterns from codebases for template generation
Snapshot OpenShift payload data (release controller, PR diffs, comments, CI jobs, JUnit results, regression tracking) to a local directory…
Backend, database, and infrastructure performance expert covering API response times, query and index optimization, N+1 elimination…
Optimizes PHP-FPM configuration in Docker containers.
Use for Pi extensions coordinating resumable remote phases.
/============================================================================/ / PLATFORM SKILL :: VERILINGUA x VERIX EDITION /…
Expertise on the CI/CD pipeline, remote builds using Argo Workflows, Kaniko, and GitHub Actions in the ARM64 K3s cluster.
Foundational platform engineering knowledge from key references -- Continuous Delivery, SRE, Accelerate, Team Topologies, Chaos…
Structured workflow for onboarding new services to the internal platform including infrastructure provisioning, observability setup, and…
Automates PlatformIO embedded project compilation, environment detection, and firmware artifact management.
Ansible automation reference for playbooks, roles, inventory, variables, and modules.
Complete PowerShell expertise system across ALL platforms (Windows/Linux/macOS).
Fix PRs autonomously. Triage open PRs by tier, address thread feedback, fix CI failures, and enable auto-merge when the 4-condition…