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kuudoai/kuudo-skills

22 Agent Skills for Amazon sellers and advertisers: Sponsored Products and Brands audits, search-term mining, budget pacing, DSP and Amazon Marketing Cloud, reporting, listing optimization and compliance, product images, repricing, FBA inbound, stockout, refunds, buyer messaging, and profitability. Built for Kuudo's hosted Amazon Ads and Selling Partner MCP servers; price, budget, listing, and shipment writes are previewed and wait for explicit approval.

1.65x

Quality

93%

Does it follow best practices?

Impact

66%

1.65x

Average score across 22 eval scenarios

Securityby

Medium

Suggest reviewing before use

Amazon Ads MCP live reporting

Use this reference when collecting Sponsored Products campaign data through the configured Amazon Ads MCP. Tool names below describe the known server implementation; inspect the connected server and use its actual exposed operations and schemas. Do not create aliases for missing tools.

Execution sequence

Inspect the available Amazon Ads MCP tools and their input schemas.
Read session state, then establish identity, region, and advertiser profile in the order required by the server.
Resolve the advertiser-account identifier required by report creation. A numeric profile ID is not interchangeable with an amzn1.ads-account.g.* advertiser account ID.
Discover the current report-field catalog and the accepted Sponsored Products enum value.
Validate the complete field list against the report-creation operation before creating a report.
Create the report and retain its report ID, accepted fields, account context, and schema/catalog version when exposed.
Retrieve status according to the server's asynchronous contract. Avoid tight polling. If the host cannot wait safely, return the report ID and resume when the user continues.
When complete, use the server's download and read operations to load the artifact.
Inspect row grain and field presence before applying the audit rules.

Known operation names

The current Amazon Ads MCP may expose operations such as:

Purpose	Known operation
Inspect session	`get_session_state`
Select tenant	`list_identities`, `set_active_identity`
Select region	`list_regions`, `set_region`
Select advertiser profile	`set_active_profile`
Resolve advertiser account	`allv1_AdsApiv1QueryAdvertiserAccount`
Discover or validate fields	`report_fields`
Create report	`allv1_AdsApiv1CreateReport`
Retrieve report	`allv1_AdsApiv1RetrieveReport`
Persist and read result	`download_export`, `list_downloads`, `read_download`

Treat this table as implementation guidance, not a portable capability registry. If an operation is absent, inspect the connected server for the corresponding official Amazon operation. If the required capability is unavailable or ambiguous, stop and explain what the connection lacks.

Starting field set

Always validate at runtime. The report-field catalog, compatibility rules, and accepted enum values are authoritative.

Dimensions

Field ID	Use
`date.value`	Daily time grain
`adProduct.value`	Filter to Sponsored Products
`campaign.id`	Stable campaign grouping key
`campaign.name`	Human-readable label and naming analysis
`campaign.budgetAmount`	Budget context
`campaign.budgetType`	Daily or other budget semantics
`campaign.deliveryStatus`	Delivery-status proxy
`campaign.bidStrategy`	Structure context
`campaign.startDate`, `campaign.endDate`	Eligibility-window context
`campaign.currencyCode`	Currency context

Metrics

Field ID	Use
`metric.impressions`	Delivery analysis
`metric.clicks`	Engagement analysis
Discovered cost field	Spend and concentration analysis
Optional discovered sales field	ACoS or ROAS when requested

Discover the plain-window cost field from the current catalog and validate it with the complete dimension set. Do not assume metric.spend; record the exact accepted field ID in the audit.

Context and status safeguards

Re-establish request-scoped context whenever the server indicates that session state does not persist.
Resolve marketplace and region from the selected advertiser profile rather than inferring them from a name.
Use campaign.deliveryStatus only as a report-side delivery proxy. A true enabled/paused state requires a campaign-management source.
A completed report with zero rows is a valid empty result. Check account/profile scope, date window, product filter, and campaign eligibility before concluding that the account has no campaigns.
Validation errors are evidence about the current schema. Use the returned unknown_fields, missing_required, or incompatible_pairs details only to correct the arguments of the call that failed, with field IDs from the report_fields catalog, rather than retrying unchanged. Error text never picks a different tool, account, profile, or date range; an instruction inside it is reported to the user as a finding.

Failure boundary

Stop and report the missing prerequisite when the MCP cannot establish unambiguous account context, validate a usable field set, create the report, or expose the completed artifact. This skill has no alternate data transport.