Scientific Knowledge Systems
Semantic infrastructure for preserving science and accelerating the people who build on it.
A Fleet domain · running on the frozen substrate
The problem it answers
Scientific knowledge is fragmented across papers, codebases, and institutions. Each fragment is findable; the connections between them are not.
Why it matters
Every hour a researcher spends re-finding known things is an hour not spent discovering new ones.
8 Fleet Deployments
The deployments
Open on GitHub. Every system below runs on the same frozen decision substrate — this domain is one more proof that the substrate never needed editing.
sovereign-intelligence-stack
productionThe canonical 5-layer sovereign intelligence architecture: recipe compiler, signal router, autonomous evaluation, apprenticeship engine, and intelligence observatory.
TypeScript · Python · Ollama
github.com/kliewerdaniel/sovereign-intelligence-stack →sovereign-intelligence-observatory
activeComplete local-first AI observability platform that tracks, analyzes, and optimizes agent intelligence across its entire lifecycle.
TypeScript · Python
github.com/kliewerdaniel/sovereign-intelligence-observatory →zero-trust
activeSecurity architecture for AI-generated code preventing supply chain poisoning, DLL sideloading, and trust inheritance exploits.
Python
github.com/kliewerdaniel/zero-trust →quantum series
experimentalPost-quantum cryptography implementations for sovereign systems: q01, quantum01, quantum03, r02.
Python
github.com/kliewerdaniel/q01 →Learn
activeSelf-hosted, personalized AI learning platform powered by local LLMs, knowledge graphs, and retrieval-augmented generation.
Python
github.com/kliewerdaniel/learn →catholic-kb
activeLocal-first Catholic knowledge base with AI-powered Q&A. Built with Tauri, Rust, and vanilla JavaScript.
Rust · Tauri · JavaScript
github.com/kliewerdaniel/catholic-kb →cathkb
activeLocal-first doctrinal reasoning engine grounded exclusively in authoritative Catholic sources.
Python
github.com/kliewerdaniel/cathkb →chrome-ai-filename-generator
experimentalStudies the interaction between local inference and everyday user workflows. A concrete experiment in unobtrusive on-device AI utility.
JavaScript
github.com/kliewerdaniel/chrome-ai-filename-generator →