System takeover — take ownership of an existing codebase or inherited system.
Build production-ready Dockerfiles with multi-stage builds, security hardening, and docker-compose for local dev.
Use when ready to ship — runs pre-push gates (lint, typecheck, build, tests, security sweep), commits, releases, and pushes.
Design and build networking infrastructure — VPCs, subnets, DNS, load balancers, firewall rules.
Infrastructure reconnaissance — inventory all cloud resources, map connections, flag risks.
Produce a complete OTA update system design — partition layout, update flow, rollback conditions, validation checks, fleet management…
Map the full CI/CD pipeline — triggers, build, test, deploy flow — with risk assessment.
Platform reconnaissance — inventory all developer tooling, environments, build systems, and developer workflows for project takeover.
Build a service catalog — schema, starter entries, and governance model.
Build async message queues with Cloudflare Queues for background processing.
Store objects with R2's S3-compatible storage on Cloudflare's edge.
Set up Cloudflare Workers with Hono routing, Vite plugin, and Static Assets using production-tested patterns.
Build durable workflows with Cloudflare Workflows (GA April 2025).
Help users identify, understand, and resolve conflicts in jj repositories.
Use to babysit a long-running process (training run, batch job, migration, deploy) on a remote pod or locally while the user is away.
This skill should be used when the user asks to "design system architecture", "evaluate microservices vs monolith", "create architecture…
Configure Juicebox CI/CD.
Deploy Juicebox integrations.
Configure Juicebox multi-environment.
When working with complex jj repositories, you may need to investigate historical commits, split monolithic changes into focused commits…
Use when tagging a Julia package version, updating the loulouJL registry, or computing artifact hashes for Artifacts.toml.