T1-R3 ecosystem

Open app View repo

Pure function: Same input, same output, no hidden write.

Git

HTTP

JSON

unit tests

A Python script can later call a local runner or a cloud API with the same JSON shape.

The same notebook becomes the capstone log.

Write the goal in one sentence.

Name the input and the allowed output.

Save the trace next to the result.

The answer looks fluent and is wrong. Check whether a source passage actually contains the claim.

The loop never stops. Set a step cap and stop when the tool result repeats.