# Learner record

## Participant and conditions

Participant ID:
Participant type and prior experience:
Date and exercise version:
Model and context policy if an AI agent:
Allowed references and tools:
Assigned sandbox and task:

## Initial attempt

Baseline answers and implementation plan:
Prediction recorded before execution at:
Predicted direct and combined effects:
Observation that would contradict the prediction:

## Work and observations

Exact changes and source paths:
Run commands and results:
Actual backend and device:
Camera and settings used:
Observed result including surprises:

## Assistance log

Time, level 0 through 3, exact teacher or peer message, and subsequent action:

## Diagnosis

Seeded defect and prediction:
Reproduction evidence:
Correction and repeat result:

## Independent transfer

New requirement:
Prediction and timestamp:
Submission and check evidence:
Assistance received:

## Handoff

Recipient ID:
Instructions supplied:
Recipient first attempt and questions:
Recipient modification and result:
Author intervention:

## Assessment

Explanation 0 through 3 and evidence:
Prediction 0 through 3 and evidence:
Implementation 0 through 3 and evidence:
Diagnosis 0 through 3 and evidence:
Cost and limits 0 through 3 and evidence:
Handoff 0 through 3 and evidence:
Total out of 18:
Independence criterion met or unmet:
Unobserved dimensions:

## Revision after evidence

What instruction or reference should change:
Which observation justifies the revision:
New attempt needed to test it: