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Implement Real User Monitoring for actual performance data

Build recommendation systems and engines

Regression analysis and modeling

Audit an existing CI/CD pipeline for slowness, security issues, and reliability gaps. Use when asked to "audit pipeline", "why is CI slow", "pipeline review", or "deployment review".

Set up a complete deployment configuration — Dockerfile, deployment manifest, environment config, and rollback procedure. Use when asked about "deployment setup", "how do I deploy this", "deployment strategy", or "rollback plan".

Build production-ready Dockerfiles with multi-stage builds, security hardening, and docker-compose for local dev. Use when asked to "create Dockerfile", "optimize container", or "dockerize this".

Build a full CI/CD pipeline from scratch. Use when asked to "set up CI/CD", "create pipeline", or "automate deploys".

Map the full CI/CD pipeline — triggers, build, test, deploy flow — with risk assessment. Use when asked "how does this deploy", "map the pipeline", or "understand CI/CD".

End-to-end ship workflow — merge base, run tests, review diff, bump version, commit, push, create PR. Use when asked to "ship", "push to main", "create a PR", "get this merged", or "deploy this branch".

Track and optimize resource usage across the stack

Track and optimize application response times

Generate RESTful APIs from schemas with proper routing, validation, and documentation

Revenue team — 3 agents: Deal, Keep, Surge

Automatically find the Claude usage reset time and schedule a deferred task to run right after the limit lifts.

Integrate with secrets managers (Vault, AWS Secrets Manager, etc)

Specialized security review subagent

Professional security tools for Claude Code: vulnerability scanning, compliance, cryptography audit, container & API security

Sentiment analysis on text data

Configure service mesh (Istio, Linkerd) for microservices

Drive the ServiceGraph API — metrics-enriched business datasets for founders (agencies, directories, newsletters, and more). Ships a branded `servicegraph` skill that works against any dataset, plus 14 specific skills for the US professional-services catalog (law, marketing, consulting, accounting, IT services, engineering, HR, PR, design, and more) and 3 product-directory skills for where to launch a software product and earn backlinks (general product/SaaS directories, MCP-server registries, and AI-tool/agent directories).

Describe your app in plain English — Shipwright builds, tests, and deploys it autonomously via a 9-phase pipeline.

Audit, clean and swipe-triage your Claude Code skills — honest always-loaded vs on-demand token costs, usage tracking, duplicate detection, and safe deletion (auto-fix, prune, interactive swipe TUI)

AI browser automation via CLI — navigate sites, fill forms, extract data, handle logins

Track SLAs, SLIs, and SLOs for service reliability