This is the companion tool for the AI4LD ebook Designing for Human-AI Collaboration, putting its collaboration mechanisms into practice one session at a time.
This isn't a generator: you and the agent build one learning experience outlinetogether, one move at a time. The agent contributes genuine design moves, builds on yours, occasionally disagrees with its reasons shown, and escalates rather than invent what it doesn't know. Every block stays attributed to who actually authored it: by the mechanics of the exchange, never by the agent grading itself.
The session is capped at 12 agent turns and always ends in a collaboration debriefnaming where the session was Augmentation, Complementarity, or drifting toward Replacement, an AI4LD framing that extends the ebook's four collaboration mechanisms rather than a taxonomy you'll find named that way in the book itself.
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