ChatGPT Life OS — Contextual Action Engine

MGMT 276 | UCLA Anderson MBA

What this repo is

A functional prototype and supporting documentation for the ChatGPT Life OS Contextual Action Engine — a behaviorally-grounded agentic feature that moves users from intent to completed action inside a single conversation.

Deliverables

Folder	Deliverable
prototype/	Working agentic application
docs/source_of_truth.md	Final spec — system prompts, data schemas, agent loop
docs/pr_faq.md	Narrative & PR-FAQ
appendix/eval/	Eval rubric, golden dataset, pattern definitions, results
appendix/user_interviews/	User interview guide and consolidated findings

Reference docs

Background and assignment documents are in docs/reference/.

Demo

Watch demo video

How to run the prototype

See prototype/README.md.