Save this session so other AI4LD tools can see it — or start it fresh with no prior context. Entirely optional; nothing here is required to use the agent.
Set up your delegation
One task type: draft a feedback-loop structure for a course you're actually building.
What's being taught, to whom, at what stakes?
Short menu, or describe it yourself — this is the construct-fit judgment step 1 will ask you to confirm.
Cadence limits, tooling, reviewer availability.
Before you deploy
Hardman's three decision tests — ~30 seconds, framed as the decision the ebook says to make before delegating anything.
Your autonomy dial
Defaults to level 2. H-points fire at every level, without exception.
The published step list
Visible before the first call. Toggle an extra gate on steps 2–5 if you want to review them yourself; steps 1 and 6 are immutable H-points.
Course context and outcome are required to begin.
Your execution stream and decision log will appear here once you begin.