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One-stop skill for obtaining Amazon Ads reports, covering all report types of Sponsored Products (SP) / Sponsored Brands (SB). The script automatically completes report creation, waiting, downloading, and decompression, and directly returns readable structured data. The valid report types and their column lists/groupBy/filters are sourced from `references/report-types/<adProduct-dir>/<reportTypeId>.md` as the single source of truth. This skill is triggered when users mention pulling Amazon Ads reports, downloading Amazon Ads reports, or obtaining any reports such as SP/SB campaigns, keywords, search terms, advertised products, purchased products, ad groups, traffic anomalies, Prompt extensions, etc. This skill depends on linkfox-amazon-ads-auth. Sponsored Display (SD) / Sponsored Television (ST) / Amazon DSP are not covered yet.