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Amazon FBA Operations
by
joshbuildswithDoIt
· GitHub ↗
· v1.0.0
· MIT-0
88
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Install in OpenClaw
/install amazon-fba-ops
Description
Amazon FBA seller operations for private label and wholesale sellers. Inventory alerts, reorder point calculations, listing optimization, PPC budget tracking...
README (SKILL.md)
Amazon FBA Operations
Run your Amazon business tighter without more headcount.
Inventory Management
- Daily inventory health check (days of stock remaining per ASIN)
- Reorder point alerts (flag when stock \x3C 30 days)
- Generate purchase orders from reorder quantities
- Stranded inventory report and fix recommendations
- FBA fee estimate for new products
Listing Optimization
- Monthly listing audit (title, bullets, description, backend keywords)
- A+ Content improvement suggestions
- Competitor listing comparison (input ASINs)
- Image improvement checklist per listing
PPC & Advertising
- Weekly PPC performance summary (input ACoS, spend, sales)
- Flag campaigns with ACoS > target
- Keyword harvesting reminders (move winners from auto to manual)
- Budget pacing check (daily spend vs monthly budget)
Reviews & Ratings
- Daily new review digest (flag 1-3 star reviews)
- Draft seller response templates for negative reviews
- Review velocity tracking (goal: consistent new reviews)
- Vine enrollment reminder for new ASINs
Financials
- Monthly P&L template (revenue, COGS, FBA fees, PPC spend, net margin)
- Unit economics calculator (input landed cost → margin at each price point)
- Reimbursement audit checklist (lost/damaged inventory)
- Q4 inventory planning timeline
Competitor Intelligence
- Weekly competitor price monitoring (input competitor ASINs)
- New entrant alerts in your category
- Buy Box win rate tracker
Setup
Tell your agent:
- Your top 10 ASINs and reorder lead times
- Target ACoS per campaign
- Supplier contacts and MOQs
- Current monthly ad spend budget
Usage Guidance
This skill reads like a checklist/consultant that expects you to paste business data into chat, not a connector that will auto-pull from Seller Central. Before installing or using it, ask the publisher how it obtains live sales/ad/inventory data (SP-API/MWS, OAuth connector, or manual input). Do not paste AWS/Shopify/Amazon credentials or sensitive supplier contact details into chat — prefer OAuth flows and documented integration methods. If you need automated daily monitoring, prefer a skill that explicitly documents secure integration and a privacy/data-retention policy and asks for credentials via a secure OAuth flow rather than in-chat. If you proceed, test with non-sensitive/sample data first and ask whether the skill stores or transmits your inputs and where.
Capability Analysis
Type: OpenClaw Skill
Name: amazon-fba-ops
Version: 1.0.0
The skill bundle contains only metadata and documentation (SKILL.md) outlining standard Amazon FBA operational tasks such as inventory management, PPC tracking, and listing optimization. There is no executable code, and the instructions provided to the agent are entirely consistent with the stated business purpose without any signs of prompt injection or malicious intent.
Capability Tags
Capability Assessment
Purpose & Capability
The name/description promise automated daily/weekly monitoring and actionable reports that normally require access to Amazon Seller Central (inventory, orders, advertising reports) or other data feeds. The skill declares no credentials, no config paths, and no install — so either it expects all data to be provided manually in chat, or the skill omits required integration mechanisms. This is a mismatch between claimed capabilities and requested access.
Instruction Scope
SKILL.md keeps instructions narrowly on FBA tasks and asks the user to provide top ASINs, reorder lead times, ACoS targets, supplier contacts, and budgets. It does not instruct the agent to read local files, environment variables, or external endpoints. However, it asks for supplier contacts (PII) and operational details that users should not paste into chat lightly. Also, automated 'daily' or 'weekly' checks are implied but no mechanism for scheduling or data retrieval is provided.
Install Mechanism
No install spec and no code files — lowest-risk installation footprint. Nothing is written to disk and there are no external packages or downloads to evaluate.
Credentials
The skill requests no environment variables or credentials. For the advertised automated features this is disproportionate: legitimate automation would normally require API credentials (Amazon SP-API/MWS or advertising API) or a connector. The absence of credential requirements means the skill cannot perform continuous integration tasks unless users manually supply all data each time.
Persistence & Privilege
always is false and default autonomous invocation is allowed (normal). The skill does not request persistent presence or system-wide config changes, so it does not demand elevated platform privileges.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install amazon-fba-ops - After installation, invoke the skill by name or use
/amazon-fba-ops - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release providing comprehensive Amazon FBA operations tools for private label and wholesale sellers:
- Automated inventory health checks and reorder point alerts
- Listing audits with optimization recommendations and competitor comparison
- PPC campaign tracking, ACoS monitoring, and budget pacing features
- Daily review monitoring, response templates, and review velocity tracking
- Financial templates for P&L, unit economics, and Q4 planning
- Competitor price monitoring, Buy Box tracking, and new entrant alerts
- Setup guidance for key business inputs (ASINs, targets, suppliers)
Metadata
Frequently Asked Questions
What is Amazon FBA Operations?
Amazon FBA seller operations for private label and wholesale sellers. Inventory alerts, reorder point calculations, listing optimization, PPC budget tracking... It is an AI Agent Skill for Claude Code / OpenClaw, with 88 downloads so far.
How do I install Amazon FBA Operations?
Run "/install amazon-fba-ops" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Amazon FBA Operations free?
Yes, Amazon FBA Operations is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Amazon FBA Operations support?
Amazon FBA Operations is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Amazon FBA Operations?
It is built and maintained by joshbuildswithDoIt (@joshbuildswithdoit); the current version is v1.0.0.
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