Repeatability
High
The task follows a fixed template: pick a product from inventory, apply one of three scenario types, output a post. The structure is identical every run, which is ideal for automation.
Ambiguity Tolerance
Medium
The three scenarios (story / last stock / new arrival) and the department naming rules are clearly defined, but 'good Instagram copy' still involves subjective tone and brand voice that isn't fully specified. Success is mostly clear but leaves room for drift.
Data & Tool Availability
Medium
The agent needs a live or regularly synced inventory feed to avoid generating posts for out-of-stock items — this is a hard requirement. If that feed isn't connected, the core constraint breaks immediately.
Error Cost
Low
Instagram posts are reviewed before publishing in any reasonable workflow, so a bad draft is caught before it causes damage. The worst realistic outcome is wasted review time, not brand harm.
Human Judgment Required
Medium
Brand voice, cultural nuance in Turkish, and the boutique's specific aesthetic require some taste. A human should spot-check tone, but the structural and factual rules are machine-enforceable.