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nexscope

Amazon Profit Analyzer

by nexscope-ai · GitHub ↗ · v1.0.0 · MIT-0
cross-platform ✓ Security Clean
100
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0
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0
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1
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Install in OpenClaw
/install amazon-profit-analyzer
Description
Comprehensive Amazon profit analysis — revenue breakdown, fee structure, true net margin, and optimization opportunities. Analyzes per-ASIN and portfolio-lev...
README (SKILL.md)

Amazon Profit Analyzer 💰

Comprehensive Amazon profit analysis — revenue breakdown, fee structure, true net margin, and optimization opportunities. Analyzes per-ASIN and portfolio-level profitability including advertising costs, returns, and hidden fees.

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-profit-analyzer

Usage

Analyze the profitability of my Amazon product: I sell a yoga mat for $34.99, COGS is $8, I spend $400/month on PPC with 15% ACoS. My return rate is about 5%. Is this product actually profitable?

Capabilities

  • Per-ASIN profit waterfall: Revenue → COGS → FBA fees → referral fees → ad spend → returns → net profit
  • Hidden fee identification: long-term storage, removal orders, reimbursement gaps, coupon costs
  • ACoS/TACoS impact on true margin — break-even ACoS calculation
  • Return cost analysis: return shipping, restocking loss, unsellable inventory
  • Portfolio-level profitability: identify top performers vs. margin drains
  • Scenario modeling: price change impact, fee increase simulation, ad budget shifts
  • Benchmark comparison: category-average margins, fee ratios, return rates

How This Skill Works

Step 1: Collect product details from the user — selling price, COGS, category, dimensions/weight (for FBA fees), monthly units, ad spend, return rate.

Step 2: Ask one follow-up with all remaining questions using multiple-choice format. Allow shorthand answers (e.g., "1b 2c 3a").

Step 3: Build a complete profit waterfall breaking down every cost line. Calculate true net margin after ALL fees (not just the obvious ones).

Step 4: Deliver structured output with specific dollar amounts, margin percentages, and prioritized optimization recommendations.

Output Format

  • Profit waterfall table: each cost as $ amount and % of revenue
  • True net margin (not gross margin — include everything)
  • Break-even analysis: minimum price, maximum ACoS, maximum return rate
  • Top 3 optimization opportunities ranked by $ impact
  • Mark estimates with ⚠️ when based on incomplete data (e.g., assumed FBA fees without exact dimensions)
  • 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.

Usage Guidance
This skill appears coherent and limited to calculating Amazon profit waterfalls from data you provide. Before installing or running any install command shown in the SKILL.md (for example the 'npx' example), verify the package source (npm/npx) and that you intended to run it. Do not paste Seller Central credentials, API keys, or other sensitive account tokens into the skill — you only need to provide product metrics (price, COGS, weight/dimensions, ad spend, return rate, units, etc.). If you plan to use this within an automated agent, confirm where outputs are stored or transmitted and review any external links (the SKILL.md references Nexscope GitHub pages) if you want additional assurance of provenance.
Capability Analysis
Type: OpenClaw Skill Name: amazon-profit-analyzer Version: 1.0.0 The skill bundle consists of metadata and markdown instructions for an Amazon profit analysis tool. It contains no executable code, and the instructions in `SKILL.md` are strictly limited to guiding the AI agent through a standard business data collection and calculation workflow. There are no indicators of data exfiltration, malicious execution, or prompt injection aimed at compromising the agent or the host system.
Capability Assessment
Purpose & Capability
Name, description, and SKILL.md all describe computing per-ASIN and portfolio profit waterfalls and optimization recommendations. No requested environment variables, binaries, or config paths are disproportionate to that purpose.
Instruction Scope
Runtime instructions are limited to collecting product/metric inputs from the user, computing fee lines and scenarios, and returning structured results. The instructions do not direct the agent to read files, access system config, or exfiltrate data to external endpoints.
Install Mechanism
The SKILL.md includes an 'Install' example (npx skills add nexscope/amazon-profit-analyzer) but the registry entry has no install spec or code files — this is an instruction-only skill. This is not a security red flag by itself, but users should verify any external npx/npm package name before running it.
Credentials
No environment variables, credentials, or config paths are required. The skill's stated computations don't require seller credentials; asking for only product metrics is proportionate. Avoid entering account logins/API keys into the skill unless explicitly required and justified.
Persistence & Privilege
always is false and the skill does not request persistent system privileges or modify other skills. There is no indication of elevated or permanent presence.
How to Use
  1. Make sure OpenClaw is installed (local or Docker)
  2. Run the install command in chat: /install amazon-profit-analyzer
  3. After installation, invoke the skill by name or use /amazon-profit-analyzer
  4. Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release — comprehensive Amazon profit analysis
Metadata
Slug amazon-profit-analyzer
Version 1.0.0
License MIT-0
All-time Installs 0
Active Installs 0
Total Versions 1
Frequently Asked Questions

What is Amazon Profit Analyzer?

Comprehensive Amazon profit analysis — revenue breakdown, fee structure, true net margin, and optimization opportunities. Analyzes per-ASIN and portfolio-lev... It is an AI Agent Skill for Claude Code / OpenClaw, with 100 downloads so far.

How do I install Amazon Profit Analyzer?

Run "/install amazon-profit-analyzer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.

Is Amazon Profit Analyzer free?

Yes, Amazon Profit Analyzer is completely free, licensed under MIT-0. You can download, install and use it at no cost.

Which platforms does Amazon Profit Analyzer support?

Amazon Profit Analyzer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).

Who created Amazon Profit Analyzer?

It is built and maintained by nexscope-ai (@nexscope); the current version is v1.0.0.

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