DevOps & Deployment for Claude Code

Create cloud provider architecture diagrams using PlantUML syntax with official AWS, Azure, GCP, and Alibaba Cloud service icons. Best for multi-service cloud topologies and migration blueprints.

<!-- COPYRIGHT NOTICE This file is part of the "Universal Biomedical Skills" project. Copyright c 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu All Rights Reserved. This code is proprietary and confidential. Unauthorized copying of this file, via any medium is strictly prohibited. Provenance:

<!-- COPYRIGHT NOTICE This file is part of the "Universal Biomedical Skills" project. Copyright c 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu All Rights Reserved. This code is proprietary and confidential. Unauthorized copying of this file, via any medium is strictly prohibited. Provenance:

<!-- COPYRIGHT NOTICE This file is part of the "Universal Biomedical Skills" project. Copyright c 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu All Rights Reserved. This code is proprietary and confidential. Unauthorized copying of this file, via any medium is strictly prohibited. Provenance:

<!-- COPYRIGHT NOTICE This file is part of the "Universal Biomedical Skills" project. Copyright c 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu All Rights Reserved. This code is proprietary and confidential. Unauthorized copying of this file, via any medium is strictly prohibited. Provenance:

<!-- COPYRIGHT NOTICE This file is part of the "Universal Biomedical Skills" project. Copyright c 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu All Rights Reserved. This code is proprietary and confidential. Unauthorized copying of this file, via any medium is strictly prohibited. Provenance:

<!-- COPYRIGHT NOTICE This file is part of the "Universal Biomedical Skills" project. Copyright c 2026 MD BABU MIA, PhD <md.babu.mia@mssm.edu All Rights Reserved. This code is proprietary and confidential. Unauthorized copying of this file, via any medium is strictly prohibited. Provenance:

Generate SLURM `sbatch` job scripts and sanity-check HPC resource requests (nodes, tasks, CPUs, memory, GPUs) for simulation runs. Use when preparing submission scripts, deciding MPI vs MPI+OpenMP layouts, standardizing `#SBATCH` directives, or debugging job launch configuration (`sbatch`/`srun`).

Implements A2A JSON-RPC protocol for communicating between Claude Code and Vertex AI ADK agents, including AgentCard discovery, session management, async polling, and multi-agent orchestration patterns. Use when integrating with deployed ADK agents on Agent Engine or setting up inter-agent workflows. Trigger with \"set up A2A client\", \"connect to an ADK agent\".

Add rate limiting to API endpoints

Generate a lightweight repository risk receipt before AI-agent edits

Aggregate performance metrics centrally

> Set up comprehensive LLM monitoring, cost tracking, and observability

Create Ansible playbooks for configuration management

Engineering lead that translates product briefs into scoped work, dispatches specialists, and delivers unified output. Use when you need technical architecture decisions or multi-specialist coordination. Trigger with "scope this feature", "dispatch the engineering team".

> Archive old database records with automated retention policies and cold...

Audit a Databricks data-plane VPC for the PrivateLink cost leak — missing S3/STS/Kinesis endpoints that still traverse the NAT — and emit remediation Terraform.

Run the HMS-readiness audit for a Hive Metastore schema and classify every table as UC-migration READY / BLOCKED / ORPHAN, then surface the blocker playbook.

Configure auto-scaling policies for applications and infrastructure

Create automated database backup scripts and schedules

Design a backup strategy with schedules, retention, storage tiers, and recovery.

Use this agent for bd/Dolt incident response — a dolt-server that won't start or has orphaned, server sprawl, suspected lost writes after rapid bd updates, JSONL that lags the database, or migrating a workspace between embedded and server mode. It knows the rapid-write race is already fixed in bd 1.0.4 and that residual lag is only the JSONL export throttle.

Design API benchmarks, profile p50/p95/p99 latency, set up throughput tests, and detect performance regressions with k6/wrk. Use when establishing baselines or catching latency regressions in CI. Trigger with "benchmark this API", "set up a performance test".

Design MITRE ATT&CK-mapped detection rules, CIS-benchmarked hardening playbooks, and SOC triage procedures to reduce attacker dwell time. Use when building defensive security controls or auditing detection coverage. Trigger with "design detection rules", "write a hardening playbook".

Print the active brand kit summary plus setup and preflight status, on demand (the same checks the SessionStart hook runs).

List the available brands and switch which one is active for generation.

> Build production-ready API gateway with intelligent routing, authentication,...

Build a GraphQL server with schema-first design

Design application-layer caching strategies covering Redis/Memcached patterns, key namespacing, TTL, eviction policies, and thundering-herd prevention. Use when adding or auditing caching to reduce database load. Trigger with "design a caching strategy", "audit Redis usage".

> Implement multi-tier database caching with Redis, in-memory, and CDN layers...

Secures the software supply chain via SBOM generation, dependency scanning, and license compliance. Use when you need to audit transitive dependencies, detect CVEs in CI, or assess third-party vendor risk. Trigger with \"scan my dependencies\", \"generate an SBOM\".

Designs controlled failure experiments to expose resilience gaps before production incidents do. Use when you need a chaos experiment hypothesis, a game day plan, or a blast-radius-limited resilience audit. Trigger with \"design a chaos experiment\", \"plan a game day\".

Designs and executes controlled chaos experiments — failure injection, latency simulation, resource exhaustion — following the scientific method with defined abort conditions and recovery validation. Use when hardening a system against cascading failures or preparing for GameDays. Trigger with "design chaos experiment", "test system resilience".

Check dependencies for vulnerabilities and outdated packages

DESCRIPTION_PLACEHOLDER

Build CI/CD pipelines

Designs, optimizes, and troubleshoots CI/CD pipelines across GitHub Actions, GitLab CI, CircleCI, and Jenkins with production-ready YAML and setup instructions. Use when building or fixing a pipeline. Trigger with \"set up ci/cd\", \"optimize my pipeline\".