Repeatability
High
The transformation rules are fixed and structural: unit conversion, deduplication logic, and URL validation apply identically to every row. This task will look the same every time the supplier data refreshes, making it highly automatable.
Ambiguity Tolerance
High
Success criteria are explicit and binary: CAD prices, one row per SKU at lowest price, a flagged list of broken images. There is no subjective judgment required to know when the output is correct.
Data & Tool Availability
High
The agent needs the raw CSV or API feed, a live USD-to-CAD exchange rate (freely available), and HTTP access to validate image URLs. All of these are standard, accessible inputs with no gating permissions.
Error Cost
Low
The output is a CSV and a report — both reviewable before any downstream action. A wrong price conversion or missed duplicate is catchable in a human spot-check before the data goes live, making errors low-stakes and reversible.
Human Judgment Required
Low
Every decision rule is stated explicitly by the user. The only edge case is true duplicate SKUs with identical prices, but a simple tiebreaker rule (e.g., first supplier alphabetically) resolves that without human taste or intuition.