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奶茶店老板专属的收支流水分析工具,只需要上传流水记录(文字/图片/Excel),自动帮你算出现金利润、成本结构、经营分析报告,零学习成本。
by
xiaming126
· GitHub ↗
· v1.0.0
· MIT-0
261
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Install in OpenClaw
/install milk-tea-shop-accounting
Description
自动分析奶茶店收支流水,支持多格式上传,计算现金利润与成本结构,生成经营分析报告,无需会计知识。
Usage Guidance
This skill appears to be a straightforward local text parser and reporting tool. Before using it: 1) Do not paste sensitive production financial data until you trust the hosting agent/platform — the skill itself does not exfiltrate data, but the agent environment or logs may retain inputs. 2) If you have images or Excel files, convert them to plain text (OCR/export) before calling the skill, since no OCR/Excel parsing is included. 3) Test with sample data (including edge cases like zero total income or zero total expense) because the report code performs divisions that may cause runtime errors when totals are zero. 4) Verify results manually for a while — the classification rules are simple keyword heuristics and may miscategorize some entries. If you need automatic OCR/Excel ingestion or more robust classification, request or inspect an updated version that explicitly includes those features.
Capability Analysis
Type: OpenClaw Skill
Name: milk-tea-shop-accounting
Version: 1.0.0
The skill bundle is a legitimate tool for analyzing milk tea shop financial records. The logic in main.py uses basic regex and keyword matching to categorize income and expenses from text input and generates a summary report. No network calls, file system access, or malicious instructions were found.
Capability Assessment
Purpose & Capability
The name/description match the code: the Python implementation parses text lines, classifies income/expenses, and generates a report. One minor mismatch: the README/SKILL.md claim "multi-format" support (images/Excel), but the shipped runtime only accepts plain text in the flow_content parameter — there is no built-in OCR or Excel file parsing. That means the user (or calling system) must supply extracted text rather than raw images/Excel files.
Instruction Scope
SKILL.md instructs the agent to accept flow_content (text) and an optional period; the code only operates on provided text and does not read other files, environment variables, or external endpoints. No instructions attempt to collect unrelated system data. Note: the skill expects the caller to provide OCR/Excel-extracted text if using those formats.
Install Mechanism
No install spec is provided and no external downloads or package installs are required. The skill is a small local Python module with no external dependencies declared.
Credentials
The skill declares and requires no environment variables, credentials, or config paths — appropriate for a purely local parser that doesn't call external services.
Persistence & Privilege
The skill does not request always:true and does not modify other skills or system settings. It runs on demand and has no elevated persistence requirements.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install milk-tea-shop-accounting - After installation, invoke the skill by name or use
/milk-tea-shop-accounting - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
- Initial release of the Milk Tea Shop Accounting Assistant.
- Supports multiple input formats including text, OCR results, and Excel-exported data.
- Automatically classifies income (dine-in, delivery, group buy) and expenses (ingredients, rent, labor, utilities).
- Calculates cash profit, gross margin, and cost structure breakdown.
- Provides personalized business optimization suggestions based on data.
- Designed for ease of use—no accounting knowledge required.
Metadata
Frequently Asked Questions
What is 奶茶店老板专属的收支流水分析工具,只需要上传流水记录(文字/图片/Excel),自动帮你算出现金利润、成本结构、经营分析报告,零学习成本。?
自动分析奶茶店收支流水,支持多格式上传,计算现金利润与成本结构,生成经营分析报告,无需会计知识。 It is an AI Agent Skill for Claude Code / OpenClaw, with 261 downloads so far.
How do I install 奶茶店老板专属的收支流水分析工具,只需要上传流水记录(文字/图片/Excel),自动帮你算出现金利润、成本结构、经营分析报告,零学习成本。?
Run "/install milk-tea-shop-accounting" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is 奶茶店老板专属的收支流水分析工具,只需要上传流水记录(文字/图片/Excel),自动帮你算出现金利润、成本结构、经营分析报告,零学习成本。 free?
Yes, 奶茶店老板专属的收支流水分析工具,只需要上传流水记录(文字/图片/Excel),自动帮你算出现金利润、成本结构、经营分析报告,零学习成本。 is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does 奶茶店老板专属的收支流水分析工具,只需要上传流水记录(文字/图片/Excel),自动帮你算出现金利润、成本结构、经营分析报告,零学习成本。 support?
奶茶店老板专属的收支流水分析工具,只需要上传流水记录(文字/图片/Excel),自动帮你算出现金利润、成本结构、经营分析报告,零学习成本。 is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created 奶茶店老板专属的收支流水分析工具,只需要上传流水记录(文字/图片/Excel),自动帮你算出现金利润、成本结构、经营分析报告,零学习成本。?
It is built and maintained by xiaming126 (@xiaming126); the current version is v1.0.0.
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