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MCP Reference

Amazon Agent Skills Reference

Every verified Kuudo Skill for Amazon Ads and seller work: what each playbook does, its approval gate, what it is not for, and how to write your own.

Updated Sep 2, 2026 1 min read

A Skill is a Markdown playbook your AI client runs against the Kuudo MCP servers: the job it does, the inputs it needs, the outputs it returns, and the limits it keeps. Every verified Skill in the catalog publishes what it is not for, and any write it proposes waits on your approval policy.

The list below renders from the same catalog that powers the Skills pages, so it cannot drift from what ships. Expand a Skill for its description, outcome, and limits, then follow the link to its page for inputs and a starter prompt.

You can write your own Skill in the same format. The Claude Code Skills quick start and the Codex Skills quick start walk through authoring and installing one.

12 verified Skills · 2 categories
Create a DSP Performance+ or Brand+ Campaign Amazon Ads Skills Approval-gated activation

Launch an automated Amazon DSP campaign in the right order, with conversion tracking, tactic-specific ad groups, verification reads, and controlled activation.

Outcome. A verified DSP campaign structure created in a paused state and activated parent-first only when every required entity is ready.

Not for. Manual audience or supply-targeted DSP campaigns that require a different setup path.

Skill page, inputs, and starter prompt ->

Turn AMC Questions Into Answers and Audiences Amazon Ads Skills Grounded before execution

Ask in plain English — new-to-brand, ad frequency, customer lifetime value, off-Amazon conversions — and the skill picks from 50+ proven AMC playbooks, writes validated SQL, and returns privacy-safe answers or DSP-ready audiences.

Outcome. A question that used to need a data team comes back as an executed AMC workflow: validated SQL, privacy-safe results, and — when the job is an audience — a segment ready to activate in DSP.

Not for. Questions that can be answered directly from a standard Amazon Ads report without AMC SQL.

Skill page, inputs, and starter prompt ->

Build the Right Amazon Ads Report Amazon Ads Skills Validate before report creation

Translate familiar v3 report requests or an ad-hoc metric question into a validated Amazon Ads API v1 CreateReport request.

Outcome. A ready-to-submit report request with the correct field grain, ad product filter, advertiser context, and known caveats.

Not for. AMC analysis, DSP measurement workflows, or unsupported report families that do not map to Ads API v1.

Skill page, inputs, and starter prompt ->

Review Sponsored Brands Performance Amazon Ads Skills Analysis only

Turn Sponsored Brands campaign data into a defensible portfolio review covering efficiency, creative attention, and new-to-brand contribution.

Outcome. A campaign-level review with portfolio totals, meaningful-spend rankings, low-CTR signals, NTB analysis, and grounded recommendations.

Not for. Blended SP, SD, and SB conclusions unless those products are deliberately included and separated.

Skill page, inputs, and starter prompt ->

Audit Sponsored Products Campaign Structure Amazon Ads Skills Recommendations, not automatic changes

Find concentration, dead campaigns, low-activity campaigns, budget utilization problems, and structural patterns across a Sponsored Products portfolio.

Outcome. A portfolio health report that separates serving problems, concentration risk, and structural hints from unsupported optimization claims.

Not for. Keyword-level optimization or automatic pause and budget changes.

Skill page, inputs, and starter prompt ->

Mine Sponsored Products Search Terms Amazon Ads Skills Sufficiency-gated recommendations

Generate and analyze a validated Sponsored Products search-term report, separating generic, branded, rising, negative, and product-targeting streams.

Outcome. Two scale tables, a sufficiency-gated negative list, rising terms to watch, and a separate ASIN product-targeting stream.

Not for. Thin observation windows or product-targeting actions treated as keyword negatives.

Skill page, inputs, and starter prompt ->

Pace Amazon Ads Budgets to Plan Amazon Ads Skills Explicit approval before writes

Turn a monthly spend target, actuals, seasonality, efficiency, and exhaustion signals into a reproducible daily budget proposal.

Outcome. A plan-versus-actual report, rest-of-month forecast, and campaign-level budget change set that remains a proposal until approved.

Not for. Unreviewed budget writes or manual arithmetic that bypasses the deterministic allocator.

Skill page, inputs, and starter prompt ->

Audit and Improve an Amazon Listing Amazon Seller Skills Preview, confirm, submit

Inspect catalog and listing state, ground recommendations in category rules, preview exact changes, and submit listing or A+ updates only after confirmation.

Outcome. A prioritized listing audit and an exact before-and-after patch that can be reviewed before anything public changes.

Not for. Automatic public listing edits or changes made without reading the product-type schema and live listing state.

Skill page, inputs, and starter prompt ->

Create and Audit Amazon Product Creative Amazon Seller Skills Compliance before publication

Create, edit, and audit Amazon main, lifestyle, infographic, and detail images against current Seller Central rules before they reach a listing.

Outcome. A product-image set or compliance report that preserves the real product, applies the right image rules, and identifies exact fixes before publication.

Not for. Titles, bullets, search terms, A+ structure, or direct listing publication; use the Listing Optimizer and Selling Partner MCP for those.

Skill page, inputs, and starter prompt ->

Monitor Amazon Refunds and Returns Amazon Seller Skills Analysis with pinned taxonomy

Explain return volume, reasons, dispositions, concentration, listing-accuracy themes, and prior-period movement across FBA and merchant-fulfilled orders.

Outcome. A reproducible returns report that separates controllable, remorse, operational, and other causes and identifies the ASINs that need action.

Not for. Quoting a return rate when shipped-unit denominators are missing or incompatible.

Skill page, inputs, and starter prompt ->

Analyze Amazon Sales and Traffic Amazon Seller Skills Analysis only

Turn Business Reports data into portfolio and ASIN-level traffic, conversion, sales, trend, anomaly, and optional B2B analysis.

Outcome. A portfolio and ASIN performance report with guarded metrics, daily trends, anomalies, and a clear separation between traffic and conversion problems.

Not for. Assuming fixed Business Reports columns or forcing B2B analysis when those fields are absent.

Skill page, inputs, and starter prompt ->

Find ASIN-Level SQP Opportunities Amazon Seller Skills Evidence-ranked recommendations

Connect Search Query Performance share gaps to specific ASIN, content, price, shipping, and variation opportunities using query and n-gram evidence.

Outcome. Ranked ASIN and query decisions with funnel diagnostics, hygiene checks, opportunity scores, and evidence-backed listing or operational actions.

Not for. Paid-search bid rules or query-only conclusions that discard the ASIN relationship.

Skill page, inputs, and starter prompt ->