05 / Codex handoff
One prompt becomes the build contract.
The build request is specific: create one agent, one Cargo-AI tool, process one photo per run, and prove the CSV workflow works.
Codex is not asked to invent a whole application. It is handed a clean Cargo-AI project, a focused job, and a finish line that can be checked from the files.
Single image per run
The agent stays easy to inspect because it handles one photo at a time.
CSV ownership
The Cargo-AI tool creates, validates, and appends the durable record.
No presentation edits
The build thread changes only the Animal Patrol demo artifacts.
Tested twice
The first image creates the CSV. The second image proves append behavior.