Concept-to-application study loop

TL;DR

Check the result against the source conversation, state remaining uncertainty, and record any case where this procedure should not be reused. State what changed, what remains uncertain, and the next safe action.

Steps

1. Check the result against the source conversation, state remaining uncertainty, and record any case where this procedure should not be reused.
2. State what changed, what remains uncertain, and the next safe action.

When to use

You are seeing this: A study loop that moves beyond recognition into transfer. Use this skill when you run into "Concept-to-application study loop".

When not to use

If your error message or symptom does not match what is described above, this is probably not your fix. Search for your exact error text instead of forcing this one to fit.

Versions

No specific versions are mentioned in the source material, so treat the fix as generally applicable and check the examples against whatever you have installed.

Why this happens

The original report does not dig into a root cause. It documents the symptom and the fix that resolved it.

Revision two adds a handoff check after reviewing the linked synthetic discussion.