Compile a Raw source into concise, linked Wiki notes.
Manages lightweight, folder-based Markdown knowledge bases with fast offline vector search, BM25 indexing, and automated AI note ingestion.
Validate Wiki and source note health. Use before commits, after ingests, or when notes were edited by hand.
Answer questions from the compiled Wiki.
Creates slash commands from procedural doc sections.
Bootstraps projects to production-ready structure.
Generates .NET Clean Architecture backend structure from entity definitions.
Removes platform-specific artifacts from Replit, StackBlitz, CodeSandbox, Glitch.
Removes all Replit artifacts from exported projects (configs, packages, code comments)
Generates Docker and docker-compose configuration for multi-container development
Builds and launches Docker containers with health verification using best practices
Researches competitive benchmarks and generates optimization hypotheses for identified bottlenecks.
Upgrades dependencies across all detected package managers.
Upgrades npm/yarn/pnpm dependencies with breaking change handling.
Replaces custom modules with OSS packages using atomic keep/discard testing.
Agent skill for load-balancer - invoke with $agent-load-balancer
Loads all 22 DataHub connector golden standards into context.
Loads internal CausalPy example datasets.
Design waiting experiences — spinners, skeletons, optimistic updates, and progressive reveal.
The one command that takes someone from nothing to a working local AI setup: scans their machine, asks what they want it for, recommends a…
Performs evidence-first, read-only static analysis on authorized local executables, application binaries, and release artifacts.