Amazon Product Manager

What it does

Provides an end-to-end decision layer for market entry, product selection, launch readiness, profit repair, growth experiments, inventory risk, and kill-or-continue reviews.

When to use

Use it when a seller needs one decision memo that connects research evidence to operating actions and measurable review gates.

Inputs

• Business goal, product stage, marketplace, capital, and operational constraints.
• Market, keyword, ASIN, review, price, cost, fee, PPC, inventory, and return evidence.
• The decision owner, review date, and acceptable loss boundary.

Outputs

• An explicit enter, test, rework, continue, liquidate, or stop decision.
• A decision memo with evidence, assumptions, tradeoffs, and economics.
• Owners, metrics, review dates, and stop-loss rules.

Example workflow

1. Define a weak-profit ASIN and provide current economics, PPC, reviews, and inventory.
2. Identify whether the primary constraint is offer, conversion, traffic, cost, or inventory.
3. Return a profit rescue or liquidation plan with dated review gates.

Supported agents and setup

The pinned SKILL.md, repository license, privacy workflow, and Skills.sh page were reviewed. The repository install path was not executed.

Account, API, and permission requirements

No API key is declared. The workflow expects current seller evidence and may read local planning artifacts when the user authorizes it.

Limits and human review boundary

• Decision quality depends on the completeness and date of seller evidence.
• The skill must not infer missing financial, compliance, inventory, or marketplace facts.
• Inventory, price, ad, listing, and account actions require explicit approval.

Pair with Ecommerce Data API

Use current market, product, review, and keyword APIs to populate the decision workflow with dated structured evidence.