ZooData — Amazon Seller Data Analysis

Respond in the user's language. Use this skill for broad or composite Amazon research without a single specialized deliverable. Route a focused market-entry, market-discovery, or category-trend request to amazon-market-analysis; route a focused keyword, listing, pricing, review, or competitor request to its dedicated skill.

Start here

1. Classify the user's question. For a single data point, use the quick path in references/execution-guide.md; for multi-endpoint research, load its full workflow.
2. Read references/cli-contract.md before selecting or invoking a command. Inspect the bundled CLI's top-level and selected subcommand help.
3. Read references/reference.md for endpoint fields and local CLI options. Load the applicable scenario module: scenarios-composite.md for broad cross-validation, scenarios-eval.md for product evaluation, scenarios-expand.md for expansion, scenarios-listing.md for listing context, scenarios-ops.md for operations, or scenarios-pricing.md for pricing context.
4. Apply the shared interpretation and reporting rules in references/execution-guide.md; use the selected scenario for its specific evidence and conclusion scope.

Source-of-truth boundaries

• This SKILL.md owns trigger routing, module loading, the responsibility map, and non-negotiable runtime boundaries. It does not define product presets, thresholds, endpoint fields, procedures, or report templates.
• references/cli-contract.md owns shared CLI invocation, command identity, result classification, retries, and terminal or partial-result handling.
• references/reference.md owns endpoint availability, request and response fields, CLI parameter mapping, data shapes, and field identity. It does not set analytical thresholds.
• references/execution-guide.md owns shared workflow steps, product-preset selection, market-health interpretation, cross-endpoint analysis, and user-facing output rules. It does not redefine endpoint fields.
• Scenario modules own the evidence selection, conclusions, and scenario-specific report sections for their named task. They may narrow shared workflow rules but cannot redefine endpoint contracts or shared output rules.
• {skill_base_dir}/scripts/zoodata.py owns local preset expansion, request construction, transport metadata, and credential handling; it does not issue business conclusions.