The Catalog

Universal Specialist

The flagship Developer Kit — the skeleton every specialist on this row is built from, including the $19 browser apps (Pool Pro AI, Homelab Pro) and the $79 native binaries. You write the facts and rules, the kit compiles them. Same answer every time, every answer traceable to a fact you wrote, no model weights to update.

1. Edit a plain-text facts file — the "what it knows" — and a short rules file — the "how it decides."
2. Run one compile command. Output is a ~35 KB native binary or a single offline HTML file — your pick.
3. Ship it. Runs on a laptop, a Pi, an embedded board, or any browser — no internet, no API key, no telemetry.

• Compliance auditors (PCI / HIPAA / internal policies)
• Field-medic / first-aid offline triage tools
• Trade reference apps (electrician, HVAC, plumber, pool)
• Embedded watchdogs for PLCs and air-gappedAir-gapped machinesComputers with no network connection by design. Used in factories, hospitals, and secure facilities to prevent remote access or data leaks. Specialist binaries run on these with zero setup. machines
• Contract / lease / lien clause auditors
• IoT firmware that needs explainable decisions

• ChatGPT / Claude — every answer traces to a fact you wrote, not a model guess
• LangChain / LlamaIndex — no API keys, no per-call cost, nothing leaves your box
• Fine-tuning a model — ~35 KB native binary, not a multi-GB checkpoint
• SaaS rules engines — you own the source and the binary outright, no subscription

Commission a custom specialist

Tell me what it needs to do and I’ll design, compile, and deliver a one-off specialist binary tuned to your problem. Built on the Universal Specialist engine — same skeleton, your spec, your facts. You don’t touch the toolchain; you get a finished binary plus the source so you can extend it later yourself.

• You have a domain expert but no compiler skills
• The answers must be auditable — no LLM guessing
• It needs to run offline, embedded, or air-gapped
• You want a fixed-price one-off, not a SaaS subscription
• You’re shipping it inside a regulated workflow
• You want to own the source outright

1. 30-min discovery call — I scope the facts file with you.
2. I build it: facts file, rules file, ~35 KB binary, brief manual.
3. One revision pass + 30-day fix-it warranty on the rules.

• A "GPT wrapper" consultant — your facts never leave your hardware
• An LLM SaaS subscription — one fixed price, you keep the source
• An internal build — you skip months of toolchain setup
• An outsourced ML model — explainable rules, not opaque weights