# C2 Full Context

Subject: Trainer Module

Kind: trainer-module

Summary: facilitator notes.txt Facilitator notes: Keep the module practical. Learners should leave with one reusable prompt, one safety checklist, and one example of human in the loop review. Avoid generic AI hype. learning objectives.md Trainer Module Source Audience: managers learning h...

## Current state

- The trainer has source material and learning objectives.
- The learner needs guided practice, not another passive document.
- The next useful action is one exercise with feedback from an AI.

## Next actions

- Open the module summary.
- Copy the AI tutor brief.
- Complete the practice task and return answers.

## Doctrine

# Circle Doctrine

- The Circle is the source context.
- The Orbe is autonomous.
- AI handoff is copy/download only in V0.
- Return Orbe stays local until a human sends it.

## Primary transformation

Training notes -> Circle -> AI tutor -> Learner Return Orbe

## Source notes

## facilitator_notes.txt

Facilitator notes:

Keep the module practical. Learners should leave with one reusable prompt,
one safety checklist, and one example of human-in-the-loop review. Avoid
generic AI hype.

## learning_objectives.md

# Trainer Module Source

Audience: managers learning how to use AI as a practical work companion.

Learning objectives:
- identify a workflow where AI saves time without lowering quality;
- write one reusable prompt for a recurring task;
- keep human review and source traceability explicit;
- explain what must not be delegated to AI.

Practice task:
Choose one recurring weekly task and convert it into a clear AI-assisted process.