Adjust clearance pricing around inventory age and restocking

Why use this

1. A merchant may have slow-moving inventory alongside replenished products, each requiring different pricing attention. A spreadsheet of stock ages alone does not explain which proposed price change follows the merchant’s commercial rules.

2. A dry-run decision sheet could make proposed clearance and restoration changes reviewable before customers see them. It should preserve exceptions and show when stock information is too uncertain to support a change.

Why an agent / simpler alternative

Useful judgment

Explain exceptions across inventory signals and approved pricing rules.

Simpler alternative

Use a deterministic repricing rule when inputs and allowed transitions are fully specified.

Unsuitable when

Price floors, stock age, policy constraints or restoration rules are undefined.

Proposed inputs

1. Name

   Inventory snapshot

   Owner

   Merchant

   Minimum scope

   Selected SKUs, age basis, quantity and replenishment events

   Quality check

   Verify timestamps and treatment of returns or transfers.

2. Name

   Approved pricing policy

   Owner

   Commercial owner

   Minimum scope

   Current prices, floor limits and restoration conditions

   Quality check

   Confirm currency, applicable channel and authorized rule version.

Access and setup — proposed or unknown

Proposed minimum

1. Read-only inventory and price exports; no live repricing in the first check.

Compatibility unknowns

1. Unknown: exact runtime, API access, platform policies and current fee rules.

External actions requiring approval

1. Changing listed prices or enabling recurring repricing authority.

Expected deliverable and review checks

Proposed artifact

SKU-level proposed price transitions with rule reference, prior price and hold reasons.

Critical checks

1. No change exceeds approved bounds.

2. Restoration has an identified baseline and verified qualifying event.

Missing output evidence

No new repricing, sales or fee evaluation is performed by this overlay.

Failure signals and proposed responses

1. Signal

   A return is interpreted as replenishment.

   Why it matters

   Pricing could be restored for aging stock.

   Proposed response

   Hold the transition and reconcile the inventory event type.

2. Signal

   The original normal price is missing.

   Why it matters

   Restoration could create an arbitrary customer-facing price.

   Proposed response

   Require a verified baseline rather than infer one.

Effort and cost — unknown

Setup work

1. Define inventory-age meaning and reversible price-transition rules.

Ongoing review

1. Review exceptions and reconcile observed stock events.

Unknowns

1. Unknown: current fees, margin effects, API costs and policy compliance.

First check — proposed, unexecuted

Status

proposed_unexecuted

Synthetic fixture

Fictional SKUs include aged stock, a return and genuine replenishment with no stored baseline price.

Acceptance checks

1. Only explicitly authorized transitions are proposed.

2. Return and missing-baseline cases are held.

Stop conditions

1. Current thresholds, legal constraints or prices must be invented.

Limits

1. Editorial dry run; referenced source limits govern any fee or savings claims.