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Aes Product Sourcing Advisor

CommunityPopular
LeoYeAI
aes-product-sourcing-advisor

Evaluate potential suppliers and sourcing regions based on cost, quality, lead time, and risk factors.

Overview

PublisherLeoYeAI
Repositoryopenclaw-master-skills
Skill nameaes-product-sourcing-advisor
Stars
2.2K
Forks
324
Bundled files
1
LicenseMIT
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 LeoYeAI on GitHub. Read the source before you install it.

Installation

Install the Aes Product Sourcing Advisor 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/LeoYeAI/openclaw-master-skills/tree/main/skills/aes-product-sourcing-advisor
  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/LeoYeAI/openclaw-master-skills.git /tmp/openclaw-master-skills
mkdir -p .claude/skills
cp -r /tmp/openclaw-master-skills/skills/aes-product-sourcing-advisor .claude/skills/aes-product-sourcing-advisor
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Aes Product Sourcing Advisor 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 Aes Product Sourcing Advisor 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 Aes Product Sourcing Advisor 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.

Product Sourcing Advisor

Finding the right suppliers and sourcing regions can make or break an ecommerce business — the wrong choice leads to quality complaints, stockouts, margin erosion, and supply chain disruptions that are expensive to unwind. This skill provides a structured framework for evaluating potential suppliers and sourcing regions by analyzing cost structures, quality indicators, lead times, minimum order quantities, communication reliability, and geopolitical or logistical risk factors to help you make informed sourcing decisions.

Use when

  • You are launching a new private-label product and need to compare suppliers from different regions such as China, Vietnam, India, Turkey, or domestic manufacturers to determine the best fit for your quality and budget requirements
  • Your current supplier is experiencing quality issues, rising prices, or delivery delays and you need a systematic way to evaluate alternatives without guessing or relying solely on Alibaba reviews
  • You want to diversify your supply chain by adding a second or third supplier in a different region to reduce risk from tariffs, shipping disruptions, or factory shutdowns
  • A procurement manager needs a documented supplier evaluation scorecard they can use consistently across multiple product lines and sourcing decisions

What this skill does

This skill takes your product specifications, target cost, quality requirements, and order volume to generate a comprehensive sourcing evaluation framework. It analyzes multiple sourcing regions relevant to your product category, comparing them on unit cost ranges, tooling and setup fees, typical lead times from order to port, minimum order quantities, quality control infrastructure, intellectual property protections, shipping costs and transit times to your target market, tariff and duty implications, and communication and timezone considerations. The analysis factors in total landed cost rather than just FOB price, ensuring you account for hidden costs that often surprise first-time importers. It also produces a supplier vetting checklist with specific questions to ask during initial outreach, sample evaluation criteria, and red flags to watch for during negotiations.

Inputs required

  • Product description and specifications (required): What you are sourcing — materials, dimensions, complexity, any certifications needed. Example: "Stainless steel insulated water bottle, 750ml, double-wall vacuum, BPA-free, FDA food-contact certification required."
  • Target unit cost and order volume (required): Your cost target and expected order quantities. Example: "Target $4-6 USD per unit FOB, initial order 2,000 units, scaling to 10,000 per quarter."
  • Target market (required): Where you sell — this affects shipping routes, tariffs, and compliance requirements. Example: "Selling in the US via Amazon FBA and own Shopify store."
  • Quality priority level (optional): How critical quality consistency is for your brand positioning. Options: budget, mid-range, premium, luxury. Defaults to mid-range if not specified.
  • Existing sourcing experience (optional): Whether you have sourced internationally before, have existing supplier relationships, or are starting from scratch. Helps calibrate the depth of guidance provided.

Output format

The output is structured into five main sections. The Regional Analysis compares three to five relevant sourcing regions for your product type, covering cost ranges, lead times, quality reputation, trade policy considerations, and logistics. The Supplier Evaluation Scorecard provides a weighted scoring template with ten criteria you can apply to each potential supplier, with scoring guidance for each criterion. The Vetting Checklist includes twenty specific questions to ask suppliers during initial contact, organized by category — production capability, quality systems, pricing structure, logistics, and references. The Red Flags section lists warning signs to watch for during supplier communication, sample evaluation, and factory audits. Finally, the Negotiation Guide provides strategies for initial pricing discussions, payment term structures, quality assurance agreements, and order scaling negotiations specific to the recommended sourcing regions.

Scope

  • Designed for: ecommerce operators, private-label sellers, DTC brand founders, procurement managers
  • Platform context: Amazon FBA, Shopify, TikTok Shop, platform-agnostic — focused on sourcing rather than selling platform
  • Language: English

Limitations

  • Cannot verify specific supplier credentials, factory certifications, or business licenses in real time — recommendations are frameworks and evaluation criteria, not endorsements of specific companies
  • Cost estimates are based on general market ranges for the product category and may vary significantly based on current raw material prices, exchange rates, and supplier-specific factors
  • Does not replace professional trade compliance advice for complex regulatory situations such as anti-dumping duties, restricted materials, or country-specific import bans

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 Aes Product Sourcing Advisor AI skill do?

Evaluate potential suppliers and sourcing regions based on cost, quality, lead time, and risk factors.

Why use Aes Product Sourcing Advisor on TypingMind?

Because you install it once and use it with any model. Aes Product Sourcing Advisor 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 Aes Product Sourcing Advisor in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/LeoYeAI/openclaw-master-skills/tree/main/skills/aes-product-sourcing-advisor. 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 Aes Product Sourcing Advisor?

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 Aes Product Sourcing Advisor?

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

Is the Aes Product Sourcing Advisor AI skill free?

Yes. It is published on GitHub by LeoYeAI under the MIT 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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