LLM · GEO ContentProject 11
Multi-Model Content Automation
A task-handoff pipeline orchestrating Storyteller, Architect and Editor LLM roles, enforcing GEO and human-touch formatting without manual prompting.
[ overview ]
An LLM task-handoff pipeline that splits content creation across three specialised roles — Storyteller, Architect and Editor — so each model does one job well. The chain enforces GEO (generative-engine optimization) structure and a human-touch formatting pass automatically, removing the manual prompt-chaining between steps.
[ what it does ]
- Three-role LLM orchestration — Storyteller drafts, Architect structures, Editor refines
- Automatic GEO formatting so output is tuned for AI answer engines
- Human-touch pass that strips the robotic tone from generated copy
- Zero manual prompt-chaining — each role hands off to the next programmatically
- Delivered as a reproducible Jupyter pipeline