A collection of hopefully useful document templates for engineering orgs
Ontology, and Knowledge graph based RAG that uses local LLM.
🔍 Extract entities and build knowledge graphs from large engineering PDFs, enhancing documentation and improving retrieval with LLM support.
Public Pico 2/RP2350A PIO I2C reference scaffold with educational examples and private firmware boundaries.
Public mission-critical field-discipline notes for electrical, controls, and infrastructure review boundaries.
Public proof surface for simulation-first solar hydrogen control logic, safety gating, and ledger discipline.
Public lab for turning technical work into boundary-aware READMEs, artifact status, and claim-reviewed proof surfaces.
Public boundary model for documenting local AI labs and agent-assisted engineering without exposing private infrastructure.
Public-safe DGX/NVIDIA workstation documentation patterns without exposing topology, endpoints, credentials, or sealed IP.
Public proof-control spine for Franzabner repos: status labels, claim boundaries, review gates, and human approval discipline.
Template repository demonstrating technical writing workflows: creating equations in MS Word and technical diagrams in MS Visio with PDF/JPEG exports (Technical Writing, UNIWA).
Public-safe fine-tuning lab-note templates, dataset boundaries, evaluation notes, and release-gate discipline.
Public review-gate library for AI-assisted engineering outputs, status accuracy, boundaries, and release controls.
Public electrical fieldcraft documentation scaffold for panel discipline, commissioning notes, and review boundaries.
where others see logs, I see stories
Public PCB review checklist scaffold for KiCad-adjacent electrical judgment, evidence severity, and sealed board boundaries.
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