Expert guide for Unreal Engine 5.x C++ development, covering UObject hygiene, performance patterns, and best practices.
Publish articles to X/Twitter
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…
Guide for creating effective skills. This skill should be used when users want to create a new skill (or update an existing skill) that…
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.
Activates dotfiles on managed hosts through hey.
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…
Configure NLWeb authentication and multi-tenant deployments — OAuth providers (GitHub, Google, Microsoft, Facebook), session storage, the…
NLWeb development patterns — the mixed-mode programming philosophy, FastTrack vs Analysis parallel paths, config file precedence and the…
Customize NLWeb's LLM prompts and per-Schema.org-type behavior via `prompts.xml` and `site_types.xml` — covers the `<promptString>`…
Choose and configure NLWeb retrieval backends — Qdrant (local + remote), Azure AI Search, Elasticsearch, OpenSearch (with/without k-NN)…
Prepare and structure site content as Schema.org JSON-LD for NLWeb ingestion — covers the supported types (Recipe, Product, Movie, Event…
Design and implement NLWeb tools — the per-Schema.org-type handlers that turn a query into a specialized response (search, item_details…
Use as the entry point for any New Media & Society (NM&S) manuscript.
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…
Use when reporting findings, progress, or asking for approval to someone who owns the product but does not read the code, when the reader…