Use when improving prompts for any LLM. Applies proven prompt engineering techniques to boost output quality, reduce hallucinations, and…
Audit and improve public static websites so LLM agents and crawlers can discover, retrieve, and understand their content without depending…
Harden an LLM application's system prompt so it carries no secrets or authorization logic and cannot be trivially extracted.
Gate every document that enters an LLM application's knowledge base or fine-tuning corpus behind source allowlisting, provenance signing…
LLM Tuning Patterns
Enforce tenant and user isolation in a shared vector store by filtering retrieval on an access boundary before ranking, using…
Retrieve another tenant's or another user's documents from a shared vector store by exploiting similarity search that is not bounded by an…
Review and control AI Agent changes to a local Markdown, Obsidian, or Open Knowledge Format wiki.
Use when building or maintaining a persistent personal knowledge base (second brain) in Obsidian where an LLM incrementally ingests…
Detect and use llms.txt files for LLM-optimized documentation.
Creates slash commands from procedural doc sections.
Generates .NET Clean Architecture backend structure from entity definitions.
Generates seed data from ORM schemas or entity definitions to any target format.
Removes platform-specific artifacts from Replit, StackBlitz, CodeSandbox, Glitch.
Generates Docker and docker-compose configuration for multi-container development
Configures ESLint, Prettier, Ruff, mypy, and .NET analyzers.
Upgrades dependencies across all detected package managers.
Reduces JS/TS bundle size via tree-shaking, code splitting, and unused dependency removal.
Restore a previously saved mix snapshot
Agent skill for load-balancer - invoke with $agent-load-balancer
Design waiting experiences — spinners, skeletons, optimistic updates, and progressive reveal.