Use when the user wants help drafting or rebuilding an EB-2 NIW case package: rewrite the proposed endeavor, tighten founder narratives…
Use when the user wants a structured review of a specific EB-2 NIW document — petition letter, recommendation letter, business plan…
Manage Nix packages, flakes, and configurations using Determinate Nix installer patterns.
When to activate: NLP, text classification, NER, spaCy, NLTK, sentence-transformers, embeddings, text similarity, tokenization
Integrate NLWeb with ChatGPT's Apps SDK — the Node.js MCP server in `openai-apps-sdk-integration/`, the `nlweb-list` tool, the React…
Guides reliable software deployment for environments lacking automated CI/CD pipelines using a robust script-based framework.
Framework-less PHP knowledge base. Provides pure PHP project architecture, DDD integration, PSR-7/PSR-15 HTTP, standalone persistence, DI…
Validate your code changes through the no-mistakes pipeline - automated code review, tests, lint, docs, push, PR, and CI - before they…
AI tutoring skill for focused, distraction-free learning.
Periodic pass that keeps a project's verification skill and feature map honest: parallel source readers per feature, one live session…
Use for 'why does X work this way', 'why we picked Y', design rationale, regressions, postmortems, or data-backed thresholds.
Prevent N+1 queries by eager loading; enable lazy-loading protection in non-production; choose selective fields
Select only required columns to reduce memory and transfer costs; apply to base queries and relations
Build Node.js backends for Medusa v2 — Express middleware chain, MikroORM entity patterns, PostgreSQL connection pooling, async patterns…
Builds, refactors, and reviews Node.js services, CLI tools, and runtime scripts with module-system compatibility, stream safety, and async…
Node.js backend expert. PROACTIVELY use when working with Express, NestJS, Fastify, Node.js APIs. Triggers: nodejs, express, nestjs…
When to activate: Node.js, Express, Fastify, streams, EventEmitter, child_process, cluster, worker_threads, HTTP server
Assist with Kubernetes interactions including debugging (kubectl logs, describe, exec, port-forward), resource management (deployments…
Normalize design to match your design system and ensure consistency
Index and router for the norstack skill suite.
Build use when you need to work with NoSQL data modeling.