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-safe engineering deliverable templates for README, status, claims, boundaries, reports, cards, and handoff checklists.

Public Pico 2/RP2350A PIO I2C reference scaffold with educational examples and private firmware boundaries.

Public proof surface for simulation-first solar hydrogen control logic, safety gating, and ledger discipline.

Public mission-critical field-discipline notes for electrical, controls, and infrastructure review boundaries.

Public-safe DGX/NVIDIA workstation documentation patterns without exposing topology, endpoints, credentials, or sealed IP.

Public boundary model for documenting local AI labs and agent-assisted engineering without exposing private infrastructure.

Public lab for turning technical work into boundary-aware READMEs, artifact status, and claim-reviewed proof surfaces.

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.

Public proof index for Franzabner engineering repos, status labels, artifacts, boundaries, and review gates.

where others see logs, I see stories.

Public PCB review checklist scaffold for KiCad-adjacent electrical judgment, evidence severity, and sealed board boundaries.