mgd34msu
Publisher on askill
Load PROACTIVELY when task involves building a complete feature across multiple layers. Use when user says "build a feature", "add user profiles", "create a dashboard", or any request spanning databas...
Implements product analytics with PostHog including event tracking, feature flags, and session replay. Use when adding analytics, A/B testing, or user behavior tracking to React and Next.js applicatio...
Implements PlanetScale serverless MySQL with branching workflows, non-blocking schema changes, and Prisma integration. Use when building apps with PlanetScale, implementing database branching, or need...
Builds content APIs with Strapi open-source headless CMS. Use when creating self-hosted content management with auto-generated REST/GraphQL APIs, customizable admin panel, and full control over your d...
MANDATORY before starting any task. Enforces the GPA execution loop that prevents tool call sprawl. G: GATHER phase combines discover queries + memory reads + file reads into one phase. P: Plan in tex...
Load PROACTIVELY when task involves user identity, login, or access control. Use when user says "add authentication", "set up login", "add OAuth", "protect these routes", "implement RBAC", or "add sig...
Implements vector search with Pinecone for semantic similarity and RAG applications. Use when building embeddings-based search, recommendation systems, or retrieval-augmented generation.
Implements atomic CSS with UnoCSS using on-demand generation, custom rules, and presets. Use when wanting instant atomic CSS, custom utility frameworks, or Tailwind alternatives with more flexibility.
Containerizes web applications with Docker for consistent deployments across environments. Use when creating Dockerfiles, building container images, or setting up Docker Compose for development.
ALWAYS load before starting any task. Defines systematic recovery procedures when things go wrong during execution. Covers tool failures, build errors, test failures, type errors, and unexpected runti...
Renders After Effects animations as lightweight JSON on web and mobile using lottie-web. Use when adding vector animations, loading indicators, or complex motion graphics without video files.
Builds real-time applications with Socket.IO including events, rooms, namespaces, and acknowledgements. Use when implementing real-time features, chat applications, live updates, or multiplayer functi...
Implements Turso edge SQLite database with libSQL client, embedded replicas, and vector search. Use when building edge-first apps, implementing embedded databases, or needing SQLite with global replic...
Fixes code organization issues including high complexity, large files, deep nesting, and barrel file problems. Use when functions are too complex, files too long, or directory structure is problematic...
Automates visual regression testing for Storybook components using cloud-based snapshot comparison. Use when setting up visual testing, catching UI regressions, or reviewing component changes.
Fixes TypeScript type safety issues including unsafe member access, assignments, returns, calls, and arguments. Use when encountering @typescript-eslint/no-unsafe-* errors or when working with unknown...
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