Use when you need to empirically test whether hypothesized symmetries actually hold in your data or model. Invoke...
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Use when synthesizing information from multiple sources (literature review, stakeholder feedback, research findings,...
Use when problems involve interconnected components with feedback loops (reinforcing or balancing), delays, or...
Use when content must be translated between audiences with different expertise, context, or goals while preserving...
Use when you need to choose the right visualization for your data and question, then create a narrated report that...
Guide users writing new pieces, revising drafts, planning structure, improving organization, making messages...
GTD mentor for inbox processing, weekly reviews, and coaching. Triggers on "process inbox", "weekly review", "what...
Create flexible annotation workflows for AI applications. Contains common tools to explore raw ai agent...
Write and run API tests with Vitest for endpoints, middleware, and integrations. Use when testing API functionality,...
Create interactive charts for car registration and COE data visualization using Recharts. Use when adding new chart...
Perform automated code reviews checking for security vulnerabilities, performance issues, and code quality. Use...
Generate or update component documentation with usage examples, props tables, and Storybook stories. Use when...
Enforce consistent React component naming conventions using domain + role patterns. Use when creating, reviewing, or...
Create or update database seed scripts for development and testing environments. Use when setting up test data,...
Upgrade dependencies safely using pnpm catalog, checking for breaking changes, and testing upgrades. Use when...
Rollback failed deployments, restore previous versions, and handle deployment emergencies. Use when deployments...
Apply the professional Navy Blue colour scheme and design tokens. Use when styling components, charts, or ensuring...
Configure domain routing and Cloudflare DNS for sgcarstrends.com and subdomains. Use when adding new services,...
Configure or debug LLM blog post generation using Vercel AI SDK and Google Gemini. Use when updating blog generation...
Manage car logo fetching, scraping, and Vercel Blob storage in the logos package. Use when adding new car brand...
Monitor AWS resources, debug production issues, check Lambda logs, and implement structured logging. Use when...
Optimize application performance - bundle size, API response times, database queries, React rendering, and Lambda...
Maintain README files with setup instructions, features, tech stack, and usage examples. Use when updating project...
Security auditing for code vulnerabilities (OWASP Top 10, XSS, SQL injection) and dependency scanning (pnpm audit,...