Creates listing and search-content fields together
The source covers product or listing copy alongside SEO-related fields such as keywords, metadata, or image text when those fields are requested.
AdvancedClaude Code
Amazon SP-API Automation Agent
Amazon SP-API Automation Agent is an ecommerce AI skill for Claude Code, built for teams working with Amazon. Use it to design an auditable SP-API operations agent…
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System Prompt Original link: no public source found
What this Skill does
Design an auditable SP-API operations agent for inventory, pricing, orders, and listings without giving a model unrestricted seller access. This workflow combines sensitive credentials, rate limits, financial decisions, and live marketplace writes. It is suitable only for teams that can own IAM, testing, audit logs, approvals, and incident recovery.
What makes it different
Uses inventory signals for operating decisions
The source works with stock, demand, or reorder information to identify what should be replenished, monitored, or investigated.
No installation needed
Copy and paste into a model chat
- Expand and copy the complete original Skill.md below.
- Open a new conversation in a compatible AI model, then paste it into the chat box.
- Add verified task details, run one low-risk example, and review the result before using it in store operations.
Original Skill.md
The complete source is shown below. Copy it from the top right to use it.
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 changesGet started
Starter prompts for the main use cases—copy and use them directly.
01Prove authentication with read-only calls
Validate token refresh, marketplace scope, rate-limit handling, and structured logging without changing seller data. Use this when every call is attributable and no write role is enabled.
Show prompt and variablesHide prompt and variables
Prove authentication with read-only calls
Validate token refresh, marketplace scope, rate-limit handling, and structured logging without changing seller data. Use this when every call is attributable and no write role is enabled.
Use the Skill above to help me with this task: Prove authentication with read-only calls.
Task details: [TASK_DETAILS]
Constraints or policies to follow: [CONSTRAINTS]
Validate token refresh, marketplace scope, rate-limit handling, and structured logging without changing seller data.
Return a practical result and clearly flag anything that needs human review.Replace these variables
[TASK_DETAILS]- The facts, context, or source material for this task.
[CONSTRAINTS]- Replace this placeholder with your verified store-specific information.
02Normalize and validate data
Map ASIN, SKU, marketplace, currency, quantity, and timestamps; reject missing, stale, or cross-market records. Use this when invalid input stops before an API write.
Show prompt and variablesHide prompt and variables
Normalize and validate data
Map ASIN, SKU, marketplace, currency, quantity, and timestamps; reject missing, stale, or cross-market records. Use this when invalid input stops before an API write.
Use the Skill above to help me with this task: Normalize and validate data.
Task details: [TASK_DETAILS]
Constraints or policies to follow: [CONSTRAINTS]
Map ASIN, SKU, marketplace, currency, quantity, and timestamps; reject missing, stale, or cross-market records.
Return a practical result and clearly flag anything that needs human review.Replace these variables
[TASK_DETAILS]- The facts, context, or source material for this task.
[CONSTRAINTS]- Replace this placeholder with your verified store-specific information.
03Build deterministic guardrails
Enforce price floors, quantity limits, idempotency, approval states, retry budgets, and reconciliation jobs outside the model. Use this when the model cannot override a financial or inventory constraint.
Show prompt and variablesHide prompt and variables
Build deterministic guardrails
Enforce price floors, quantity limits, idempotency, approval states, retry budgets, and reconciliation jobs outside the model. Use this when the model cannot override a financial or inventory constraint.
Use the Skill above to help me with this task: Build deterministic guardrails.
Task details: [TASK_DETAILS]
Constraints or policies to follow: [CONSTRAINTS]
Enforce price floors, quantity limits, idempotency, approval states, retry budgets, and reconciliation jobs outside the model.
Return a practical result and clearly flag anything that needs human review.Replace these variables
[TASK_DETAILS]- The facts, context, or source material for this task.
[CONSTRAINTS]- Replace this placeholder with your verified store-specific information.
04Test one write type in isolation
Use a sandbox or controlled listing, then verify the API response and the resulting Seller Central state. Use this when the expected state and the actual marketplace state match.
Show prompt and variablesHide prompt and variables
Test one write type in isolation
Use a sandbox or controlled listing, then verify the API response and the resulting Seller Central state. Use this when the expected state and the actual marketplace state match.
Use the Skill above to help me with this task: Test one write type in isolation.
Task details: [TASK_DETAILS]
Constraints or policies to follow: [CONSTRAINTS]
Use a sandbox or controlled listing, then verify the API response and the resulting Seller Central state.
Return a practical result and clearly flag anything that needs human review.Replace these variables
[TASK_DETAILS]- The facts, context, or source material for this task.
[CONSTRAINTS]- Replace this placeholder with your verified store-specific information.
Risks and operating notes
A chat instruction does not update inventory
If the instruction mentions inventory, treat that as an operational step to verify. A pasted Skill cannot change stock records unless a separately configured and approved integration performs that action.
Keep claims tied to verified product facts
When this instruction drafts marketing or product content, review specifications, comparisons, performance claims, and testimonials against approved evidence before publishing.
Verify commercial terms before acting
Any price, discount, cost, or margin recommendation is only as current as the values you provide. Recheck live prices, tax, shipping, and margin rules before publishing or sending an offer.
Network-collected; original author unavailable.
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.
Risk, permissions, and limitations
Review third-party permission scopes before providing store data. Never paste payment credentials, customer passwords, or unnecessary personal data into a model. Outputs must be checked by the operator responsible for the workflow.
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