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Return Rate Impact Calculator
by
LeroyCreates
· GitHub ↗
· v1.0.1
· MIT-0
261
Downloads
0
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0
Active Installs
2
Versions
Install in OpenClaw
/install return-rate-impact-calculator
Description
Calculate how return rate affects ecommerce profit, CAC tolerance, and operational risk. Use when teams need to see how refunds and reverse logistics change...
Usage Guidance
This skill appears coherent and low-risk: it asks for business inputs and produces calculations plus a Python script and a report template. Before running any generated Python, review the code yourself (or run it in a safe environment) to ensure it matches your assumptions and doesn't include unexpected operations. Because the agent will generate scripts, avoid pasting highly sensitive credentials or production-only secrets into the interactive prompts. If you plan to let an autonomous agent run generated code, ensure you trust the execution environment and review the script first.
Capability Analysis
Type: OpenClaw Skill
Name: return-rate-impact-calculator
Version: 1.0.1
The skill is a legitimate financial tool designed to calculate the impact of product returns on ecommerce profitability. It provides clear instructions for the AI agent to interact with users, gather business metrics, and generate a Python script for data analysis. No evidence of malicious intent, data exfiltration, or harmful prompt injection was found in SKILL.md or the associated templates.
Capability Assessment
Purpose & Capability
Name and description match the SKILL.md: the skill is explicitly about computing return-rate impact and producing a Python script and report. It requests no binaries, env vars, or credentials that would be unrelated to this purpose.
Instruction Scope
Runtime instructions stay on-topic: ask clarifying business questions, compute revenue/cost impacts, return assumptions, and output a Python script and template. The instructions do not instruct the agent to read unrelated system files, access credentials, or call external endpoints.
Install Mechanism
No install spec and no code files beyond plaintext templates; nothing is downloaded or written to disk by the skill itself. This is the lowest-risk install model.
Credentials
The skill declares no environment variables, credentials, or config paths. All required inputs are business metrics provided interactively by the user, which is proportionate to the stated goal.
Persistence & Privilege
Skill is not marked always:true and does not request persistent system privileges or to modify other skills. It is user-invocable and may be invoked autonomously by the agent platform by default, which is normal behavior for skills.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install return-rate-impact-calculator - After installation, invoke the skill by name or use
/return-rate-impact-calculator - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.1
Add interactive clarification and Python-script workflow guidance
v1.0.0
Initial release
Metadata
Frequently Asked Questions
What is Return Rate Impact Calculator?
Calculate how return rate affects ecommerce profit, CAC tolerance, and operational risk. Use when teams need to see how refunds and reverse logistics change... It is an AI Agent Skill for Claude Code / OpenClaw, with 261 downloads so far.
How do I install Return Rate Impact Calculator?
Run "/install return-rate-impact-calculator" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Return Rate Impact Calculator free?
Yes, Return Rate Impact Calculator is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Return Rate Impact Calculator support?
Return Rate Impact Calculator is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Return Rate Impact Calculator?
It is built and maintained by LeroyCreates (@leooooooow); the current version is v1.0.1.
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