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Install in OpenClaw
/install pans-roi-analyzer
Description
AI算力销售 ROI 分析器。对比当前方案与新方案的成本和性能，计算 ROI、 TCO（总拥有成本）和投资回收期。输入 GPU 配置和业务指标， 生成投资回报分析报告，支持成本优化建议和竞品对比。 触发词：ROI分析, 成本对比, TCO计算, 投资回报, 成本优化, ROI calculator, TCO co...
Usage Guidance
This skill appears internally consistent and low-risk: review the small Python script if you want to confirm the formulas, and be mindful of the --export CSV path (it will write files to whatever path you provide). There is no network activity or credential usage. If you plan to run it, run with a normal user account in a controlled environment and validate the financial formulas against your own expectations (edge cases like zero throughput or zero revenue growth can produce 'inf' or 'N/A' outputs).
Capability Analysis
Type: OpenClaw Skill
Name: pans-roi-analyzer
Version: 1.0.0
The skill is a legitimate ROI and TCO calculator for AI compute configurations. The Python script (scripts/roi.py) performs purely mathematical calculations based on user-provided inputs and optionally exports results to a CSV file; it contains no network activity, sensitive data access, or suspicious execution patterns. The SKILL.md instructions are consistent with the tool's purpose and do not contain any prompt injection attempts.
Capability Assessment
Purpose & Capability
The name/description (GPU ROI/TCO analysis) matches the included Python script (scripts/roi.py) and SKILL.md. The script performs cost, throughput, revenue, ROI, payback and TCO calculations — all coherent with the stated purpose.
Instruction Scope
SKILL.md contains only descriptive instructions and trigger words; it does not instruct the agent to read unrelated files, access secrets, or send data externally. The included script only reads CLI args, prints results, and optionally writes a CSV file to a user-supplied path.
Install Mechanism
There is no install spec and no external downloads. The skill ships a small Python script and is instruction-only for runtime; nothing is fetched from remote URLs or installed automatically.
Credentials
The skill requests no environment variables, credentials, or config paths. The code does not access environment variables or external services — requested privileges are minimal and appropriate.
Persistence & Privilege
always is false and the skill does not request persistent elevated privileges or modify other skills or system-wide settings. It runs as a standalone CLI utility when invoked.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install pans-roi-analyzer - After installation, invoke the skill by name or use
/pans-roi-analyzer - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of pans-roi-analyzer.
- Enables ROI, TCO, and payback period analysis for AI compute sales scenarios.
- Accepts GPU configurations and business metrics as input.
- Generates investment return analysis reports with cost optimization suggestions and competitor comparisons.
- Supports multiple trigger keywords for ease of use.
Metadata
Frequently Asked Questions
What is Pans Roi Analyzer?
AI算力销售 ROI 分析器。对比当前方案与新方案的成本和性能，计算 ROI、 TCO（总拥有成本）和投资回收期。输入 GPU 配置和业务指标， 生成投资回报分析报告，支持成本优化建议和竞品对比。 触发词：ROI分析, 成本对比, TCO计算, 投资回报, 成本优化, ROI calculator, TCO co... It is an AI Agent Skill for Claude Code / OpenClaw, with 72 downloads so far.
How do I install Pans Roi Analyzer?
Run "/install pans-roi-analyzer" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Pans Roi Analyzer free?
Yes, Pans Roi Analyzer is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Pans Roi Analyzer support?
Pans Roi Analyzer is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Pans Roi Analyzer?
It is built and maintained by dashiming (@dashiming); the current version is v1.0.0.
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