NIS2 Directive (EU 2022/2555) compliance for critical infrastructure entities, covering the 10 minimum security measures.
Guide for creating high-quality MCP (Model Context Protocol) servers that enable LLMs to interact with external services through…
Provides expert guidance and step-by-step instructions for utilizing Niuma AI's desktop assistant features and configuration.
Use when the user wants a structured review of a specific EB-2 NIW document — petition letter, recommendation letter, business plan…
specialized protocol for NixOS system architecture and debugging.
NixOS module patterns. Use when creating or editing NixOS/home-manager modules, adding packages, or configuring programs.
When to activate: NLP, text classification, NER, spaCy, NLTK, sentence-transformers, embeddings, text similarity, tokenization
Implement and consume the NLWeb /ask REST endpoint — request shape (GET/POST, query-string and v0.55 structured body), SSE streaming…
Search and inspect datasets in the Norwegian Marine Data Centre (NMDC, metadata.nmdc.no) — natural-language queries by keyword, provider…
Parallel adversarial review protocol that launches two independent blind judge sub-agents simultaneously to review the same target…
Finalize artifacts from the accepted result while preventing rejected session-only alternatives and correction history from leaking into…
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.
Process large datasets efficiently using chunk(), chunkById(), lazy(), and cursor() to reduce memory consumption and improve performance
Safe database change patterns; when to modify vs add migrations; always pair models with migrations and factories; seeding guidance
Select only required columns to reduce memory and transfer costs; apply to base queries and relations
Portable storage configuration across S3/R2/MinIO with optional CDN—env toggles, path-style endpoints, and URL generation
Build Node.js backends for BigCommerce apps — Express/Fastify servers, OAuth handling, JWT verification, API proxy, webhook processing…
Prevent Ethereum hashing bugs in JavaScript and TypeScript.
When to activate: Node.js, Express, Fastify, streams, EventEmitter, child_process, cluster, worker_threads, HTTP server