When validating system performance under load, identifying bottlenecks through profiling, or optimizing application...
Development
Code generation, debugging, testing, and development workflows
Academic/technical document review, methodology evaluation. ⚠️ Use for document/research. For code review → code-review.
Opportunity scoring, scoring rubric and go/no-go decision making guide.
Next.js 15 App Router, Server Components, SSR/SSG optimization and modern Next.js best practices.
Comprehensive NestJS framework guide with Drizzle ORM integration. Use when building NestJS applications, setting up...
React Native best practices, hooks, navigation and performance optimization.
Market analysis, TAM/SAM/SOM calculation, competitive analysis and customer segmentation guide.
SEO keyword research, search volume analysis and content strategy guide.
Scientific hypothesis generation, experiment design and test methodology guide.
Comprehensive GitHub project management with swarm-coordinated issue tracking, project board automation, and sprint planning
Branch strategy, commit conventions, merge conflict resolution and Git best practices guide.
Builds form components and data collection interfaces including contact forms, registration flows, checkout...
Firebase Firestore NoSQL patterns, real-time sync and security rules guide.
Figma design-to-code, design system extraction and component generation guide.
Code comments, JSDoc/TSDoc and changelog best practices.
Debugging tools - console, debugger, network, profiling.
Systematic debugging cycle - reproduce, isolate, hypothesize, fix.
Certification, compliance requirements and regulatory pathway research guide.
Competitor analysis, SEO/strategy comparison, and market positioning guide.
PR review, code smell detection, best practice check. ⚠️ Use while reviewing code. For deliverable check →...
Automated code formatting, Prettier/ESLint integration and code style consistency guide.
Clerk modern authentication, WebAuthn, passkeys and social auth integration guide.
Guide for creating generative art, flow fields and interactive visuals with p5.js.
Guide for conducting comprehensive accessibility audits of code to identify WCAG compliance issues and barriers to...