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Qiqi Business Foundations

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infometa
qiqi-business-foundations

企企服务业ERP业务语义与事实判断指南。需要理解产品能力域、档案、单据、主子表、项目型业财阶段、状态、引用、枚举和时间语义,校准利润、预算、任务或工时口径,或判断记录能否支持某项业务结论时使用。

Overview

Publisherinfometa
Repositoryworkbuddyskills
Skill nameqiqi-business-foundations
Stars
376
Forks
124
Bundled files
5
Links
  • Markdown instructions

    A SKILL.md file the model loads on demand, so it only costs tokens when a request actually matches.

  • Works with any LLM

    AI skills are plain Markdown, not provider-specific code, so this works with GPT, Claude, Gemini, Grok, or a local model.

  • 5 bundled files

    Scripts, templates, and references the model can read while it works. Files are read-only and never executed.

  • Open source

    Published by infometa on GitHub. Read the source before you install it.

Installation

Install the Qiqi Business Foundations AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

1

Install in TypingMind

TypingMind installs a skill straight from its GitHub folder — it reads SKILL.md, bundles the resource files, and stores the result locally.

  1. Open the app and go to Plugins → Skills.
  2. Choose "Install from GitHub".
  3. Paste the skill folder URL below and confirm.
    https://github.com/infometa/workbuddyskills/tree/main/connectors/77hub-qiqi/skills/qiqi-business-foundations
  4. Enable the skill in any chat where you want it available.
Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.
2

Install in another agent

Any agent that reads the Agent Skills format can use this skill — copy the folder into that agent's skills directory.

Claude Code — .claude/skills
git clone --depth 1 https://github.com/infometa/workbuddyskills.git /tmp/workbuddyskills
mkdir -p .claude/skills
cp -r /tmp/workbuddyskills/connectors/77hub-qiqi/skills/qiqi-business-foundations .claude/skills/qiqi-business-foundations
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Qiqi Business Foundations in any TypingMind chat and the model takes it from there. Its name and description sit in the system prompt, and the moment a request matches, the model loads the full instructions itself — you never invoke it by hand, and it costs no tokens until it is actually used.

The model loads Qiqi Business Foundations on its own as soon as a request matches it.

Works with any AI model

AI skills are plain Markdown instructions rather than provider-specific code, so Qiqi Business Foundations is not tied to the model it was written for. Install it once in TypingMind and use it with GPT-5, Claude, Gemini, Grok, DeepSeek, Mistral, Llama, or a local model you run yourself — all on your own API keys.

  • Loaded only when it is needed

    The system prompt carries just the name and description. The instructions are fetched on the first matching request, so an idle skill costs nothing.

  • Switch models mid-chat

    Because the skill is instructions rather than code, changing model does not break it — the next model reads the same SKILL.md.

Skill instructions

This is the SKILL.md content the model loads. Read it before installing — a skill is instructions your model will follow.

企企服务业ERP业务基础

企企服务业ERP(又称企企管理云)面向生产性服务企业,以项目型经营为重要主线,连接客户与合同、项目执行、收入与成本、收付款、财务核算和经营分析,形成可追溯的业财事实链。

产品能力域用于理解用户意图和寻找业务对象,不证明当前企业已经启用相关模块。当前企业实际可用的对象、字段、动作和权限必须由运行时确认。

权威事实原则

  1. 先识别业务事实,再定位承载事实的对象和记录。名称相似、金额相同或日期相同都不能证明两条记录代表同一事实。
  2. 区分档案、计划或预算、申请、合同或订单、执行、确认或结算、开票、收付款等阶段;不要用前一阶段替代后一阶段,也不要反向推断。
  3. 区分主对象、明细、引用和关联集合。稳定 ID 用于证明记录身份,显示名称仅用于理解和候选消歧。
  4. 区分记录状态与业务事实。状态说明记录处于什么阶段,不自动证明金额已经确认、开票、收付或结算。
  5. 把产品稳定定义作为解释基础;把当前企业的对象、字段、枚举、权限和配置交给运行时元数据及返回事实确认。

事实判断框架

回答或行动前依次判断:

  1. 用户关心哪个业务主体和业务阶段。
  2. 目标是当前档案、计划口径、过程单据,还是已经发生或确认的结果。
  3. 所需结论由哪些原始事实支持,哪些内容只是推导或建议。
  4. 事实之间是否有可确认的记录引用、项目归属、业务期间或其它稳定关系。
  5. 数据范围、权限和完整性是否足以支持结论;不足时明确未知,不把“没有查到”写成“没有发生”。

时间语义

业务上的自然日、精确时间点、一天中的时刻、自然月和自然年是不同语义。具体字段语义和外部格式必须由当前运行时元数据确认。

不要用创建时间替代业务日期,不用当天日期补齐用户未表达的业务日期,也不根据字段名称或实现经验猜测时间语义。

按需读取

只读取当前任务需要的引用文件。

Bundled files

The model reads these on demand while the skill is loaded. They are exposed as readable files and are never executed.

Frequently asked questions

What does the Qiqi Business Foundations AI skill do?

企企服务业ERP业务语义与事实判断指南。需要理解产品能力域、档案、单据、主子表、项目型业财阶段、状态、引用、枚举和时间语义,校准利润、预算、任务或工时口径,或判断记录能否支持某项业务结论时使用。

Why use Qiqi Business Foundations on TypingMind?

Because you install it once and use it with any model. Qiqi Business Foundations is plain Markdown rather than provider-specific code, so the same skill runs on GPT-5, Claude, Gemini, Grok, or a local model — and you can switch model mid-chat without it breaking. TypingMind runs on your own API keys, so you pay providers directly instead of a per-seat subscription, and your skills and chats stay in your own storage.

How do I install Qiqi Business Foundations in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/infometa/workbuddyskills/tree/main/connectors/77hub-qiqi/skills/qiqi-business-foundations. TypingMind reads its SKILL.md and bundles its files and installs it as a skill you can enable per chat.

Which AI models can use Qiqi Business Foundations?

Any model you connect in TypingMind. AI skills are plain Markdown instructions rather than provider-specific code, so GPT, Claude, Gemini, Grok, and local models can all load this skill when a request matches it.

How many AI models can I use with Qiqi Business Foundations?

As many as you like. As long as a model supports skills, you can use Qiqi Business Foundations with it — GPT, Claude, Gemini, Grok, DeepSeek, Mistral, Llama and more — all on TypingMind with your own API keys.

Is the Qiqi Business Foundations AI skill free?

It is published on GitHub by infometa. Check the repository for licensing terms. You only pay your own AI provider for the tokens you use.

What are AI skills?

An AI skill is a reusable instruction bundle that teaches an AI model how to do one specific task. It follows the open Agent Skills format: a SKILL.md file with a name and description, plus any scripts, templates or reference files the model may need. The model reads the instructions only when your request matches the skill, so an installed skill costs nothing until it is used.

How are AI skills different from plugins or MCP servers?

A plugin or MCP server gives a model new tools to call — code that runs somewhere and returns a result. An AI skill gives the model knowledge and process instead: how to approach a task, which steps to follow, what good output looks like. Skills are plain Markdown, so they need no server, no API key and no runtime, and they work with any model.

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