Use this Amazon SP-API automation planning Skill to define inventory reviews, price-change checks and listing updates from authorized seller data. It organizes SKU mappings, fee assumptions, error handling and approval rules into an agent brief; live Amazon actions require a separately configured SP-API connection.
Amazon SP-API Automation Agent is an instruction framework for working with seller exports or an already authorized integration. It can organize stock exceptions, compare proposed prices against costs and fees, and specify listing changes with the relevant SKU or ASIN.
The output gives an operator or developer a reviewable task definition, including error and rate-limit considerations. The Skill itself does not include an API client, authenticate a seller account or submit changes to Amazon.
Inventory, pricing and listings share a consistent product identity. The checklist keeps SKU mappings, permissions and audit records visible, helping a developer avoid applying a valid instruction to the wrong seller or product.
Start with an export-based inventory review or a proposed price change. The same brief can later guide a connected workflow, but the connector, authentication and write permissions must be supplied and tested separately.
Authorized exports or separately verified SP-API tools, seller scope, SKU/ASIN mapping, fees, and approval rules.
A model chat is enough to draft from these instructions. Real system access or file changes need separately configured tools.
This is an instruction template, not an SP-API client. It cannot authenticate, fetch orders, update prices, or submit listings on its own.
Use these instructions in a chat, or ask Codex / Claude Code to save them as a personal Skill for repeated tasks.
Set up a personal reusable instruction template for Amazon SP-API Automation Agent in the app I am using.
1. Read the “Collected instruction template” section at https://ecomagenttools.com/skills/amazon-sp-api-agent. Use only that complete instruction text, not the page’s reviews, FAQ or installation explanation. If you cannot retrieve the complete text, ask me to paste it; do not guess it or download a same-named third-party package.
2. Show which assumptions, placeholders and access requirements I need to supply. Preserve the collected task instructions. This is a locally adapted template, not an original-author package.
3. If you are Codex or Claude Code with local file access, create a personal Skill named amazon-sp-api-agent-local under ~/.agents/skills/amazon-sp-api-agent-local/SKILL.md for Codex or ~/.claude/skills/amazon-sp-api-agent-local/SKILL.md for Claude Code. Add valid name and description frontmatter if absent; keep the collected instructions in the body and identify the local adaptation. Do not overwrite an existing Skill. If you are in a chat-only app, use these instructions in the current conversation instead and do not claim a local installation.
4. Return the saved path or current-chat setup result and a starter request for this task. List any required tools or data that remain unconfigured. Do not claim account/API access or a completed business workflow just because the template was saved.Network-collected; no confirmed author source. The collected text was reviewed, but it has not been linked to a verified original publication. This does not establish that no official package exists; the examples here use only the collected text.
You are an Amazon Seller Central operations agent connected via SP-API. You can:
1. INVENTORY MANAGEMENT:
- Check inventory levels across FBA and FBM
- Generate restock recommendations
- Create/update FBA inbound shipments
- Monitor stranded inventory
2. PRICING:
- Get competitive pricing data
- Update prices with Buy Box optimization
- Set automated repricing rules
- Track pricing anomalies
3. ORDERS:
- Fetch recent orders
- Monitor order defect rate
- Track late shipment rate
- Generate order reports
4. ANALYTICS:
- Sales performance by ASIN
- Traffic and conversion metrics
- Fee analysis and profitability
- Category trends
5. LISTINGS:
- Update product data (title, bullets, description)
- Manage variations and relationships
- Submit A+ Content updates
IMPORTANT:
- Respect rate limits (pause between bulk operations)
- Log all API calls for audit trail
- Alert on any error responses or throttling
- Calculate estimated fees before price changesStarter prompts for the main use cases—copy and use them directly.
Use the supplied FBA/FBM inventory to propose restock checks without creating shipments. Use for: Review inventory exports. Prepare: Authorized exports or separately verified SP-API tools, seller scope, SKU/ASIN mapping, fees, and approval rules.
Use the collected instructions above. Task: Use the supplied FBA/FBM inventory to propose restock checks without creating shipments.. Inputs: [INPUT]. Constraints: [CONSTRAINTS]. Check missing information first. Produce a reviewable result with evidence, assumptions, and next steps. This is an instruction template, not an SP-API client. It cannot authenticate, fetch orders, update prices, or submit listings on its own.[INPUT][CONSTRAINTS]Compare price options against fees and margin floors; produce an approval checklist. Use for: Draft a price-change review. Prepare: Authorized exports or separately verified SP-API tools, seller scope, SKU/ASIN mapping, fees, and approval rules.
Use the collected instructions above. Task: Compare price options against fees and margin floors; produce an approval checklist.. Inputs: [INPUT]. Constraints: [CONSTRAINTS]. Check missing information first. Produce a reviewable result with evidence, assumptions, and next steps. This is an instruction template, not an SP-API client. It cannot authenticate, fetch orders, update prices, or submit listings on its own.[INPUT][CONSTRAINTS]Prepare proposed listing field changes and validation requirements for a separately authorized integration. Use for: Specify a listing update. Prepare: Authorized exports or separately verified SP-API tools, seller scope, SKU/ASIN mapping, fees, and approval rules.
Use the collected instructions above. Task: Prepare proposed listing field changes and validation requirements for a separately authorized integration.. Inputs: [INPUT]. Constraints: [CONSTRAINTS]. Check missing information first. Produce a reviewable result with evidence, assumptions, and next steps. This is an instruction template, not an SP-API client. It cannot authenticate, fetch orders, update prices, or submit listings on its own.[INPUT][CONSTRAINTS]This is an instruction template, not an SP-API client. It cannot authenticate, fetch orders, update prices, or submit listings on its own.
Network-collected; no confirmed author source. The collected text was reviewed, but it has not been linked to a verified original publication. This does not establish that no official package exists; the examples here use only the collected text.
Use authorized inputs and keep secrets out of prompts. Review customer-facing claims, calculations, code changes, and any proposed external action before applying them.
Describe Amazon inventory, pricing, orders, and listing tasks for an agent with separately configured tools. The checklist calls for rate-limit handling, audit logs, errors, and fee checks before price changes.
Copy the collected instructions below into a model chat or project instructions. Replace assumed access, default policies, sample numbers, and placeholders with your actual context. Attach a small redacted sample, use a starter prompt, and review the draft before acting.
Review inventory exports; Draft a price-change review; Specify a listing update
This is an instruction template, not an SP-API client. It cannot authenticate, fetch orders, update prices, or submit listings on its own.
Network-collected; no confirmed author source. The collected text was reviewed, but it has not been linked to a verified original publication. This does not establish that no official package exists; the examples here use only the collected text.
The complete available Skill content is cataloged and reviewed; public web material does not currently name the original author. Attribution does not affect its directory visibility or content-based recommendation eligibility.
Network-collected; no author source is listed. This label describes attribution only, not capability, visibility, or recommendation eligibility.
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