How to check that a Minecraft plugin actually works on a running Paper/Purpur server using VitaminMCP - connecting a session, reading…
Verify the Omnigent CLI's setup/onboarding flow, terminal UI/UX, and critical user journeys in a completely isolated, reproducible loop.
Guide for optimizing SQL queries with EXPLAIN ANALYZE, index tuning, N+1 detection, covering indexes, and query plan analysis.
Decide which competitor to take on, and whether naming them helps or hurts, using battle rap matchup logic - the ladder, the crowd, the…
Execute automatic activation for all google vertex ai multimodal operations
Pre-Production validation — build a production-quality end-to-end build to confirm the full game loop is achievable before committing to…
Vertical Slice Architecture (VSA) for .NET applications — one of several supported architectures in dotnet-claude-kit.
Semantic file discovery via `vexor`. Use whenever locating where something is implemented/loaded/defined in a medium or large repo, or…
Author and inspect Pixar Universal Scene Description (USD) files: usdcat (print/convert between .usda ASCII / .usdc crate binary / .usdz…
Use after a brand direction and source of truth are confirmed to produce or maintain VI manuals, logo packages, brand assets, landscape…
Use when making CTO decisions — tech debt, team scaling, architecture, and DORA metrics.
Use when building or auditing frontend UI — components, design systems, or avoiding generic AI aesthetics.
Use when making any code change — trunk-based development, atomic commits, change sizing (~100 lines), and the commit-as-save-point pattern.
Use when you have a rough concept that needs divergent and convergent exploration.
Use when optimizing for SEO — technical, on-page, structured data, and mobile-friendliness.
API design, versioning, testing, schema validation, and contract testing patterns for REST and GraphQL APIs.
AI art direction system. Claude directs image generation models (Gemini, DALL-E, Flux) via structured prompts. Generate banners, diagrams…
Lambda best practices, S3 event patterns, SQS/SNS fanout, and DynamoDB access patterns for serverless AWS architectures.
AI browser automation - navigate, interact, extract, verify via browser-use MCP
Debug issues by investigating logs, database state, and git history
Idiomatic Go patterns, best practices, and conventions for building robust, efficient, and maintainable Go applications.