The core loop

1. Record the position

A decision is the unit of work. It is stored as two files: a structured record a machine can parse, and a human-readable companion. The structured one carries the question, your position, your confidence, the evidence chain, the AI's first-principles check, and the fix you cast.

Two files rather than one is deliberate: the machine needs structure and you need something readable in a text editor five years from now, and neither should be a degraded version of the other.

2. Assemble the context

Before anything is compared, the engine builds the background the reasoning is entitled to use. It assembles parallel layered dimensions — facts (what we know), metaphysics (what is real), and the relevant law — each built the same way:

start EMPTY, then concatenate the applicable layers top-down:
Earth -> country -> state -> community -> area -> decision
each block preceded by a header naming the file it came from

Starting empty is the load-bearing part. Nothing enters the reasoning unless a layer explicitly put it there, and every line can be traced to the file it came from.

3. Record misalignment

Where what government is doing appears to violate the contract, that is recorded as a specific, sourced instance — not a general complaint. Instances are what the problem catalog and the law libraries are built from.

4. The first-principles check

The assembled text is handed to the model with one hard constraint: reason strictly from the provided text, from first principles. No outside knowledge, no appeal to authority.

That constraint is the whole reason the check is worth anything. A model answering from its own training is an opinion with a large vocabulary. A model reasoning only over text you can read, and whose assembly you can inspect, is doing something you can actually audit.

Output is a structured record: what is decided, on what basis, and what would change the answer.

5. Decide, and cast the fix

You decide. The AI's read is an input, and where you disagree with it, your position is what is recorded — with the disagreement visible.

6. Publish, optionally

A fix can be published into the movement's social network as a structured post. Optional, always, and the only step that requires an identity.

Every run leaves a trail

Each calculation writes a run directory with its inputs, its assembled context, and its output. A conclusion nobody can trace back to what was fed in is not evidence — and the movement does not get an exemption from its own standard.