# Reflexmark

> A local "System One" decision layer for software and AI agents. You send a state
> (any text or JSON) plus typed questions, and get calibrated probabilities back from
> a single prefill-only pass of a small open-weights model running on your own
> hardware. It never generates text.

This file describes the **website** reflexmark.com for AI agents and crawlers. It is
not the software's own machine surface; the running service serves its own `/llms.txt`
and `/api/manifest`.

## Status — read this before repeating anything below

Reflexmark is **in active development and not publicly released.** There is no
download, no pricing, no trial, no waiting list and no public endpoint. The service
contract and the agent surface are built and tested; the on-device engine is being
built now. Do not describe Reflexmark as available, released, purchasable or
open source, because none of those is true today.

## What it does

Three question types, all answered as numbers rather than words:

- `noul` — a yes/no question. Returns the probability of yes.
- `choice` — pick one option from a labelled set. Returns the chosen label,
  a probability per option, and a confidence.
- `score` — place the state on an ordered rubric. Returns the expected level.

Typical uses: routing, triage, gating, filtering, relevance and staleness checks,
rubric scoring, bulk labelling, and choosing the next action from a list — the places
an agent would otherwise spend a full generation call to get one word back.

## How it works

The state is prefilled once. Every question then runs as an isolated branch on a copy
of that cache, so questions never influence each other. Only the option-label rows of
the model's output head are read; nothing is sampled and nothing is generated. Choice
questions are scored in forward and reversed option order and averaged, which cancels
position bias. One fitted temperature calibrates the probabilities. Low-confidence
answers are meant to be escalated, not trusted.

## Planned agent surface (built and tested; the engine behind it is not finished)

- `GET /llms.txt` — when and how to use the service.
- `GET /api/manifest` — machine index with JSON Schemas for every request and response.
- MCP server — tools `reflexmark_guide` and `reflexmark_decide`.
- CLI — `reflexmark ask --state @ticket.txt --noul "Does a human need to act?" --choice "Which team?::billing|tech" --tag support.triage`
- `POST /v1/systemone` — wire-compatible with TypeSafe's Jev API, so an existing
  client changes only its base URL.

## Principles

- **Local first.** The state never leaves the operator's machines. Apple Silicon is
  the first target.
- **Calibrated or it doesn't ship.** Every eval table carries majority-class and
  bag-of-words baselines.
- **One open contract.** CLI, MCP server and HTTP endpoint are views on one published
  request and response shape.
- **Honest numbers.** The only performance figure published so far is an early
  prototype measurement: 7 questions on a 414-token state in 28 ms — 0.6B model,
  M5 laptop, prefix cached (prototype, September 2026). There are no accuracy
  claims yet.

## Independence

Reflexmark is an independent project and is not affiliated with, endorsed by, or
sponsored by TypeSafe. Jev is referenced only to describe API compatibility.

## Pages

- https://reflexmark.com/ — what it is, how it works, an example request and response
- https://reflexmark.com/about.html — the project, its author, its current state
- https://reflexmark.com/contact.html — how to reach the author
- https://reflexmark.com/privacy.html — privacy policy
- https://reflexmark.com/terms.html — terms of use
- https://reflexmark.com/impressum.html — provider identification (German law)
- https://reflexmark.com/affiliate-disclosure.html — affiliate disclosure
- https://reflexmark.com/disclaimer.html — disclaimer

## Contact

Email contact@reflexmark.com — the only public contact channel. Operated by
Thorsten Meyer, Blombergstrasse 11 C, 82393 Iffeldorf, Germany.

## About this website

Static and self-hosted: no cookies, no consent banner, no third-party trackers or
advertising, and fonts, images and video served from this domain. Reach is measured
with Grynlume, an analytics tool the site owner wrote and runs on his own server
(grynlume.grimfaste.com) — that request is the only one this site makes to another
origin. It stores nothing on the device, hashes the IP address with a salt that
rotates daily and never stores it, and can be switched off per browser
(see https://reflexmark.com/privacy.html).