DevOps & cloud skills

Monitor and analyze application error rates to improve reliability. Use

Track large cryptocurrency transactions and whale wallet movements in

Deploy use when you need to work with deployment and CI/CD.

Setup synthetic monitoring for proactive performance tracking including

Instrument an Algolia integration for actionable availability, latency, freshness, relevance, and event-health signals. Use when defining dashboards, alerts, traces, or service objectives. Trigger with "monitor…

Deploy Glean custom connectors as scheduled jobs on Cloud Run, Lambda,

Operate a Guidewire Cloud API integration in production — define SLIs/SLOs for token availability, bind success rate, FNOL p99 latency; route alerts so the on-call gets paged for real outages and never for transient…

Deploy Shopify apps to Vercel, Fly.io, Railway, and Cloud Run with proper

AWS cloud patterns for Lambda, ECS, S3, DynamoDB, and Infrastructure as Code with CDK/Terraform

CI/CD pipeline design with GitHub Actions, Docker, Kubernetes, Helm, and GitOps patterns

Docker best practices including multi-stage builds, compose patterns, image optimization, and security

Kubernetes operations including manifests, Helm charts, operators, troubleshooting, and resource management

Monitoring and observability with OpenTelemetry, Prometheus, Grafana dashboards, and structured logging

Use when writing, reviewing, or debugging Terraform/OpenTofu modules, tests, CI, scans, or state ops - diagnoses failure mode (identity churn, secrets, blast radius, CI drift, state corruption) with version-aware guards.

dstack is an open-source control plane for GPU provisioning and orchestration across GPU clouds, Kubernetes, and on-prem clusters.

Generate comprehensive eval tests for any MCP server using @mcpjam/sdk. Supports Jest and Vitest with deterministic and LLM-driven test patterns.

Convert MCPJam Explore-generated test cases into @mcpjam/sdk eval tests. Produces one test per case, exactly matching the user's prompts and expectations.

Kubernetes manifest security auditor (CIS Kubernetes Benchmark). Scans all YAML/JSON manifests in your repository for privileged containers, hostNetwork/hostPID/hostIPC, dangerous hostPath mounts, missing resource…

部署工作流、CI/CD流水线模式、Docker容器化、健康检查、回滚策略以及Web应用程序的生产就绪检查清单。

Before answering a substantive question, quietly check whether the user has already resolved this question in the past.

List the Claude Code plugins currently enabled for the agent, read straight from settings.json.

Weekly self-audit playback. Surface patterns from the user's past week that they probably cannot see themselves.

Find commitments the user made in the last two weeks and did not follow through on. A promises audit.

Discover recurring behaviors from memory and offer to formalize them as scheduled jobs.