Selling Partner Listing Buyability logo

Selling Partner Listing Buyability

Organization
Amazon-Quick
selling-partner-listing-buyability

Diagnoses why a Selling Partner API (SP-API) listing isn't buyable and relays the specific reason plus the next step. Checks the three things that make a listing buyable: a complete product, a valid purchasable offer, and available inventory, then fixes the offer (preview then approve) or routes inventory elsewhere. Use when asked why a listing can't be purchased, 'why can't customers buy this', no buy box, listing inactive, or missing price or offer. Do NOT use for search or discoverability (use selling-partner-listing-searchability), fixing reported listing issues (use selling-partner-listing-issues), or inventory replenishment (use selling-partner-stockout-prevention).

Overview

PublisherAmazon-Quick
RepositoryAmazon-Quick-official-catalog
Skill nameselling-partner-listing-buyability
Stars
50
Forks
4
Bundled files
1
LicenseApache-2.0
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 1 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by Amazon-Quick on GitHub. Read the source before you install it.

Installation

Install the Selling Partner Listing Buyability AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/Amazon-Quick/Amazon-Quick-official-catalog/tree/main/skills/sales/selling-partner-listing-buyability
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/Amazon-Quick/Amazon-Quick-official-catalog.git /tmp/Amazon-Quick-official-catalog
mkdir -p .claude/skills
cp -r /tmp/Amazon-Quick-official-catalog/skills/sales/selling-partner-listing-buyability .claude/skills/selling-partner-listing-buyability
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Selling Partner Listing Buyability in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Selling Partner Listing Buyability on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Selling Partner Listing Buyability is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

Overview

Answers "why can't customers buy this?" A Selling Partner API (SP-API) listing is buyable only when all three hold: the product is complete, there is a valid purchasable offer, and there is available inventory. This skill finds which one is missing, relays the state and the next step, and fixes the offer with the seller's approval. It does not invent data, and it only edits what the seller controls. It is the buyability member of the SP-API listing troubleshooter family; reported issues and search discoverability are separate skills (see the sibling skills in Resources).

Workflow

<Definition - Buyability Conditions> A listing is buyable only when all three hold at once: (1) the product is complete (no required attribute missing or invalid), (2) there is a valid purchasable offer (a price and condition the seller controls), and (3) there is available inventory. If any one is missing the listing is not buyable. This skill directly fixes only the offer; product completeness routes to selling-partner-listing-issues when it surfaces as a reported issue, and inventory routes to the inventory skills. </Definition - Buyability Conditions>

<Definition - Listing Status> The summaries[].status field returned by the listings search operation is an array of independent states, not a single value. BUYABLE means customers can buy the item right now; DISCOVERABLE means it appears in search. A listing can be BUYABLE but not DISCOVERABLE, or neither. An empty issues[] does not mean buyable: a listing can lack an offer or be out of stock with no reported issue at all, so read the status array, not just the issue count. </Definition - Listing Status>

<Definition - Validation Preview> A dry-run write: calling the listings patch operation with mode VALIDATION_PREVIEW returns the issues a change would produce and persists nothing. It is how an offer fix is checked and shown to the seller before a live write. Removing the mode and re-running the same call is the live submission. </Definition - Validation Preview>

<Workflow - Diagnose Buyability description="Diagnose why a listing is not buyable across the three buyability conditions, then fix the offer with approval or route the cause to the right sibling skill." tools=[] triggers=["why can't customers buy this", "not buyable", "listing inactive", "no buy box", "missing price or offer", "why is this not for sale"]

  1. [Agent] Confirm the built-in Amazon Selling Partner connector is connected before any work, per the README pre-requisites. This skill reads listings and patches the offer through that connector's listings search and patch operations. The connector is offered during onboarding, but the seller may have skipped it and added this skill manually. Validate: The connector is connected and its listings operations are reachable. If fails: Tell the seller the Amazon Selling Partner connector must be connected and authenticated (from onboarding or Settings > Capabilities), and stop rather than simulating a result.

  2. [Agent] Establish account context (pre-resolved). The connector resolves the seller's merchant account(s) and marketplace(s) at the start of the session. Pin exactly one merchant account (entityId) and one marketplace before any call: if several accounts are in scope, ask which; if several marketplaces are in scope, ask which; if exactly one of each, use it. Keep this context in the session only. Validate: One entityId and one marketplaceId are pinned for the calls. If fails: Ask the seller for the missing identifier once, and do not guess a value.

  3. [Agent] Inspect the listing. Call the listings search operation with includedData=summaries,offers,attributes,issues for the SKU in question. Read summaries[].status (is BUYABLE present?), offers, and issues. Validate: A result is returned and the status array, offers, and issues are captured. If fails: If the read returns nothing or errors, report what came back and ask the seller to confirm the SKU or marketplace before retrying.

  4. [Decide] Find the cause, checking in this order:

    • Already BUYABLE: say so and stop.
    • No valid offer (offers empty or no price): the fix is to add a purchasable offer (price and condition). This is in scope; go to step 5.
    • Incomplete product (a required attribute missing or invalid, often an ERROR issue): relay what is missing. If it surfaces as a reported issue, hand to selling-partner-listing-issues.
    • Product complete and offer present but still not BUYABLE: almost certainly out of stock. Relay that as the likely cause and route: FBA to selling-partner-stockout-prevention or selling-partner-fba-inbound-management; merchant-fulfilled, point the seller to update the available quantity. Validate: Exactly one cause is identified, or a clean hand-off target is chosen. If fails: If the cause is ambiguous, relay what the data shows and ask the seller which direction to pursue rather than guessing.
  5. [Agent] Frame whose data it is (for a product-data cause). Identify whether the missing or incorrect data is the seller's own contribution: if it is theirs, they can fix it and you can help draft the patch; if it is a shared catalog item they do not own, they can attempt a contribution but the change may need the listing owner or a support case. Say which; do not promise a fix you cannot make. Validate: The ownership path is stated for any product-data cause. If fails: If ownership is unclear, present both paths and let the seller decide.

  6. [Decide] Does the offer fix change condition, or does the product-data path touch claims, ingredients, category, images, or identifiers?

    • Yes: run the selling-partner-listing-compliance gate now and continue only on the seller's explicit go.
    • No (price only): continue. Validate: The gate ran, or the fix was classified as price-only. If fails: If unsure, run the gate.
  7. [Agent] Fix the offer in preview (for an offer cause). Draft the listings patch for purchasable_offer in mode VALIDATION_PREVIEW, targeting the precise sub-path rather than a top-level replace. Show current then proposed, and any issue the preview still reports. Validate: A preview result is produced and shown, with no live write yet. If fails: If the preview surfaces a new issue, show it and refine the patch; never carry an invalid fix forward to a live write.

  8. [Ask user] Wait for explicit approval. Present the previewed offer change and ask the seller to approve or adjust. Do not write until they explicitly approve that specific change. Validate: The seller explicitly approves the specific previewed change. If fails: If they do not approve, adjust per their feedback and re-preview; make no live change.

  9. [Agent] Apply only on approval, then verify. Re-run the same patch call without VALIDATION_PREVIEW. A live ACCEPTED means validation passed, not that the listing is buyable yet, since processing is asynchronous. Offer to re-check once after a short wait that BUYABLE returned; do not poll in a loop. Validate: The live patch returns and the seller is told acceptance is asynchronous, with a re-check offered. If fails: If the write is rejected, report the exact error, return to the preview step, and refine before retrying.

  10. [Agent] Summarize. State the single reason the listing was not buyable and the one next action taken or handed off (a drafted offer fix, an inventory hand-off, or a product-data path), in plain language. Validate: A short seller-friendly summary with one clear next action is produced. If fails: If the outcome is unknown (for example an async offer fix still processing), say so and offer the re-check rather than asserting it is buyable.

</Workflow - Diagnose Buyability>

This skill depends on the built-in Amazon Selling Partner connector in Amazon Quick (see README.md ## Pre-requisites). The connector is offered during onboarding; if the seller skipped it, they connect and authenticate it from Settings > Capabilities.

Amazon Selling Partner API and Seller Central references (public):

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Selling Partner Listing Buyability AI skill do?

Diagnoses why a Selling Partner API (SP-API) listing isn't buyable and relays the specific reason plus the next step. Checks the three things that make a listing buyable: a complete product, a valid purchasable offer, and available inventory, then fixes the offer (preview then approve) or routes inventory elsewhere. Use when asked why a listing can't be purchased, 'why can't customers buy this', no buy box, listing inactive, or missing price or offer. Do NOT use for search or discoverability (use selling-partner-listing-searchability), fixing reported listing issues (use selling-partner-lis...

Why use Selling Partner Listing Buyability on TypingMind?

Because you install it once and use it with any model. Selling Partner Listing Buyability is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Selling Partner Listing Buyability in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/Amazon-Quick/Amazon-Quick-official-catalog/tree/main/skills/sales/selling-partner-listing-buyability. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Selling Partner Listing Buyability?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Selling Partner Listing Buyability?

As many as you like. As long as a model supports skills, you can use Selling Partner Listing Buyability with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Selling Partner Listing Buyability AI skill free?

Yes. It is published on GitHub by Amazon-Quick under the Apache-2.0 license. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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