How do I install Performance Engineer?

Install Performance Engineer with a single command: npx mdskills install wshobson/performance-engineer. This downloads the skill files into your project and your AI agent picks them up automatically.

What platforms support Performance Engineer?

Performance Engineer works with Claude Code. Skills use the open SKILL.md format which is compatible with any AI coding agent that reads markdown instructions.

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Performance Engineer

Name: Performance Engineer: AI Agent Skill
Brand: wshobson
Availability: InStock
Author: wshobson

Profiles hot paths, spots N+1 queries, suggests caching layers, and fixes render bottlenecks. Use when a page or endpoint is slow and root cause is unknown.

by wshobson

npx mdskills install wshobson/performance-engineer

Backend Architect

Designs RESTful APIs, microservice boundaries, and database schemas. Use for new backend services or when refactoring cross-service contracts.

Frontend Developer

Ships React/Next.js UI components with accessibility, state management, and performance baked in. Use when building or refactoring UI code.

Security Auditor

Reviews code for OWASP-style vulnerabilities: injection, auth flaws, secret leaks, unsafe deserialization. Use before merging any code that touches auth, inputs, or external systems.

Test Automator

Writes unit, integration, and e2e tests. Picks the right framework, structures the test suite, and generates fixtures. Use when a feature ships without tests.

Sub-agent details

When to use: When a page or endpoint is slow and root cause is unknown
Hosts: Claude Code
Tools allowed: ReadGrepGlobBashEdit

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Backend Architect

Subagent

Designs RESTful APIs, microservice boundaries, and database schemas. Use for new backend services or when refactoring cross-service contracts.

by wshobson

Frontend Developer

Subagent

Ships React/Next.js UI components with accessibility, state management, and performance baked in. Use when building or refactoring UI code.

by wshobson

Security Auditor

Subagent

Reviews code for OWASP-style vulnerabilities: injection, auth flaws, secret leaks, unsafe deserialization. Use before merging any code that touches auth, inputs, or external systems.

by wshobson

Test Automator

Subagent

Writes unit, integration, and e2e tests. Picks the right framework, structures the test suite, and generates fixtures. Use when a feature ships without tests.

by wshobson

Cloud Architect

Subagent

Designs multi-region cloud topologies on AWS/GCP/Azure — VPCs, load balancers, IAM, cost tradeoffs. Use when moving off a single-region monolith or planning a migration.

by wshobson

Kubernetes Architect

Subagent

Designs Kubernetes clusters, ingress topology, RBAC, and workload placement. Use for greenfield k8s setups or when scaling past 10 services on a single cluster.

by wshobson

Performance Engineer

Sub-agent details

Comments & Discussion

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Backend Architect

Frontend Developer

Security Auditor

Test Automator

Cloud Architect

Kubernetes Architect