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Taxragflow
by
zhaoxin139
· GitHub ↗
· v1.0.0
· MIT-0
57
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Install in OpenClaw
/install taxragflow
Description
Answers tax-related questions using a private corporate tax knowledge base via RAGFlow configuration.
README (SKILL.md)
tax-knowledge 对话技能\r
\r
描述\r
查询 TAX 知识库,返回基于企业私有知识的税务问题答案。\r \r
前置条件\r
- 已从管理员处获取 RAGFlow 配置(API URL、API Key、Chat ID)\r
- 已配置
.env文件\r - 已安装依赖:
pip install -r requirements.txt\r \r
触发条件\r
用户询问税务相关问题时:\r
- 税务政策和法规\r
- 增值税、企业所得税、个人所得税等\r
- 税收优惠政策\r
- 税务申报流程\r \r
指令\r
- 使用
query_tax.py脚本查询知识库\r - 将用户问题作为参数传递\r
- 返回答案给用户\r
- 如遇错误,简要说明原因\r \r
示例\r
用户:"最新的增值税优惠政策是什么?" \r → 调用此技能查询并返回答案\r
Usage Guidance
Before installing, make sure you trust the RAGFlow server URL and can provide a limited-scope API key. Avoid sending highly sensitive tax or business details unless the endpoint's privacy and retention practices are acceptable.
Capability Analysis
Type: OpenClaw Skill
Name: taxragflow
Version: 1.0.0
The skill bundle is a legitimate integration for querying a RAGFlow-based tax knowledge base. The core logic in `query_tax.py` securely handles API credentials via environment variables and performs standard HTTP POST requests to a user-configured endpoint. The instructions in `SKILL.md` and the requested permissions in `plugin.json` (network and execution) are strictly aligned with the stated purpose of providing tax information.
Capability Tags
Capability Assessment
Purpose & Capability
The stated purpose, plugin definition, skill.yaml, and Python code all align around sending tax questions to a RAGFlow knowledge base and returning the answer.
Instruction Scope
The skill is intended to run for tax-related questions and send the full user query to RAGFlow. This is purpose-aligned, but users should avoid including unrelated sensitive information.
Install Mechanism
There is no automatic installer or remote install script. The README documents a manual pip install of requests and python-dotenv, which are expected dependencies for this API client.
Credentials
The code requires RAGFLOW_API_URL, RAGFLOW_API_KEY, and RAGFLOW_CHAT_ID, while registry metadata lists no required environment variables or primary credential. This is an under-declaration, but the credential use is expected for the RAGFlow integration.
Persistence & Privilege
No background process, persistence mechanism, file writes, or account/data mutation are shown. The script only reads environment/.env configuration and contacts the configured API when invoked.
How to Use
- Make sure OpenClaw is installed (local or Docker)
- Run the install command in chat:
/install taxragflow - After installation, invoke the skill by name or use
/taxragflow - Provide required inputs per the skill's parameter spec and get structured output
Version History
v1.0.0
Initial release of the tax-knowledge dialog skill.
- Allows users to query a private enterprise tax knowledge base for answers to tax-related questions.
- Requires prior configuration with RAGFlow API credentials and environment setup.
- Supports queries on tax policies, VAT, corporate and personal income tax, and tax benefits.
- Answers are retrieved using the `query_tax.py` script; errors are clearly communicated to the user.
Metadata
Frequently Asked Questions
What is Taxragflow?
Answers tax-related questions using a private corporate tax knowledge base via RAGFlow configuration. It is an AI Agent Skill for Claude Code / OpenClaw, with 57 downloads so far.
How do I install Taxragflow?
Run "/install taxragflow" in the OpenClaw or Claude Code chat to install it in one step — no extra setup required.
Is Taxragflow free?
Yes, Taxragflow is completely free, licensed under MIT-0. You can download, install and use it at no cost.
Which platforms does Taxragflow support?
Taxragflow is cross-platform and runs anywhere OpenClaw / Claude Code is available (cross-platform).
Who created Taxragflow?
It is built and maintained by zhaoxin139 (@zhaoxin139); the current version is v1.0.0.
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