How do I install Improve Agent?

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

What platforms support Improve Agent?

Improve Agent 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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Improve Agent

Name: Improve Agent: AI Agent Skill
Brand: wshobson
Availability: InStock
Author: wshobson

Analyze an existing sub-agent .md file and suggest tightenings — clearer trigger, tighter tool scope, better output-shape contract.

by wshobson

npx mdskills install wshobson/improve-agent

Multi-agent Optimize

Coordinate multiple sub-agents to profile and optimize a codebase. Runs performance-engineer, then architect, then refactorer in sequence.

Backend Architect

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

Performance Engineer

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.

Frontend Developer

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

Command details

Trigger: /improve-agent <agent-file>
Hosts: Claude Code

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Cursor, Windsurf, and other agents

npx mdskills install wshobson/improve-agent

Claude.ai Web or Desktop

Download the skill as a file, then: Settings → Capabilities → Skills → Upload.

Use the Download button at the top of this page to get SKILL.md, or install via the CLI on supported agents.

Multi-agent Optimize

Command

Coordinate multiple sub-agents to profile and optimize a codebase. Runs performance-engineer, then architect, then refactorer in sequence.

by wshobson

Backend Architect

Subagent

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

by wshobson

Performance Engineer

Subagent

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

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

Improve Agent

Command details

Cursor, Windsurf, and other agents

Claude.ai Web or Desktop

Related

Multi-agent Optimize

Backend Architect

Performance Engineer

Frontend Developer

Security Auditor

Test Automator