Master 40 advanced engineering disciplines

engineering-advanced-skillspluginsetup L2★17,464

What it does

Design agents, RAG systems, databases, migrations, observability, CI/CD, and ship-gate compliance

Best for

When shipping complex agent systems requires principled design across agent logic, retrieval, data layers, operations, and pre-production compliance gates.

Inputs

· agent requirements + workflow design docs
· RAG architecture: retrieval, embedding, indexing strategy
· database schema + migration plan
· observability requirements: metrics, traces, logs
· CI/CD pipeline config + deployment intent

Outputs

· agent specification with decision trees
· RAG architecture: indexing + retrieval strategy
· database schema design + migration steps
· SLO definitions + error-budget burn-rate alerts
· ship-gate 8-category pre-production audit
· Terraform + Helm patterns
· Kubernetes operator + chaos-engineering plans

Requires

· 40 advanced engineering skills (agent designer, RAG architect, database designer, migration architect, observability designer, CI/CD builder, MCP server builder, SLO architect, etc.)
· Kubernetes + Terraform + Helm reference patterns
· Chaos Toolkit, Mesh, Litmus, Gremlin reference
· stdlib Python + bash tools
· cs-* persona agents for specialized domains
· /cs:* slash commands

Preconditions

· project scope and success metrics defined
· infrastructure platform chosen (K8s, serverless, VMs, etc.)
· deployment timeline known

Failure modes

· Agent design too prescriptive, fails on unseen patterns
· RAG retrieval latency compounds on large document sets
· SLO definitions too strict, burn error budget in first sprint
· Ship-gate audit defers critical security debt to post-launch

Trust signals

· 40 advanced skills (architecture, RAG, database, migration, observability, CI/CD, ship-gate, SLO, Kubernetes, chaos, etc.)
· 4 customization profiles per skill
· Deterministic decision engines
· Available for Claude Code, Codex, Gemini CLI, Cursor, OpenClaw