Amazon Return Reduction
- 611 installs
- 480 repo stars
- Updated July 23, 2026
- nexscope-ai/amazon-skills
amazon-return-reduction is an agent skill that diagnoses Amazon return drivers and applies seller playbook fixes for listing accuracy, packaging, and size guides to protect margins.
About
amazon-return-reduction is an agent skill from nexscope-ai/amazon-skills focused on lowering Amazon return rates through root-cause analysis and seller playbook fixes. Install via npx skills add nexscope/amazon-return-reduction. Capabilities include return rate reduction workflows covering listing accuracy audits, packaging improvements, and size guide additions across Amazon US, UK, DE, CA, JP, AU, and all marketplaces. Developers and operations leads reach for it when return metrics spike, account health warnings appear, or margin erosion traces to preventable buyer remorse. The skill produces prioritized fix lists—copy corrections, image gaps, dimension tables, and fulfillment checks—rather than generic customer service scripts. It targets structural listing and packaging defects that show up repeatedly in return reason codes.
- Return root-cause analysis
- Listing and packaging fixes
- Policy and expectation alignment
- Margin and fee impact modeling
- Account health safeguards
Amazon Return Reduction by the numbers
- 611 all-time installs (skills.sh)
- +89 installs in the week ending Jul 26, 2026 (Skillselion tracking)
- Ranked #122 of 853 Sales & Marketing skills by installs in the Skillselion catalog
- Data as of Aug 3, 2026 (Skillselion catalog sync)
npx skills add https://github.com/nexscope-ai/amazon-skills --skill amazon-return-reductionAdd your badge
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| Installs | 611 |
|---|---|
| repo stars | ★ 480 |
| Last updated | July 23, 2026 |
| Repository | nexscope-ai/amazon-skills ↗ |
How do you reduce Amazon FBA return rates?
Reduce Amazon return rates by diagnosing listing, packaging, and fulfillment issues and applying seller playbook fixes that protect margins and account health.
Who is it for?
Amazon operators seeing elevated return rates who need listing, packaging, and fulfillment fixes tied to return reason codes.
Skip if: Sellers with healthy return metrics who are not willing to revise live listings, images, or packaging processes.
When should I use this skill?
A developer or seller reports high Amazon return rates and asks for root-cause analysis or listing and packaging fixes.
What you get
Return root-cause report, listing accuracy fixes, packaging improvement plan, and size guide recommendations
- root-cause report
- listing fix list
- packaging improvement plan
By the numbers
- Documents 6 named Amazon marketplaces: US, UK, DE, CA, JP, and AU
Files
Amazon Return Reduction
Return rate reduction — root cause analysis, listing accuracy, packaging improvements, size guides
Supported platforms: Amazon (US, UK, DE, CA, JP, AU, and all marketplaces).
Built by Nexscope — your AI assistant for smarter e-commerce decisions.
Install
npx skills add nexscope/amazon-return-reductionUsage
Help me with amazon return reduction for my e-commerce business.Capabilities
- Return rate reduction
- root cause analysis
- listing accuracy
- packaging improvements
- size guides
How This Skill Works
Step 1: Collect information from the user's message — product, platform, current situation, and goals.
Step 2: Ask one follow-up with all remaining questions using multiple-choice format. Allow shorthand answers (e.g., "1b 2c 3a").
Step 3: Research and analyze using the frameworks and methodology below.
Step 4: Deliver structured, actionable output with specific recommendations, not vague advice.
Output Format
- Start with a summary of findings
- Include specific data points and benchmarks where available
- Provide prioritized action items
- Mark estimates with ⚠️ when based on incomplete data
- End with concrete next steps
Other Skills
More e-commerce skills: nexscope-ai/eCommerce-Skills
Amazon-specific skills: nexscope-ai/Amazon-Skills
Built by Nexscope — your AI assistant for smarter e-commerce decisions.
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What causes does amazon-return-reduction analyze?
amazon-return-reduction analyzes listing accuracy gaps, packaging failures, and missing size guides that drive Amazon returns. The skill outputs prioritized fixes to protect margins and seller account health.
How do you install amazon-return-reduction?
amazon-return-reduction installs with npx skills add nexscope/amazon-return-reduction. Use it when return metrics spike and you need structured root-cause review across supported Amazon marketplaces.