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Aliyun Cost Foundation

Community
yzstory
aliyun-cost-foundation

成本数据基座 — 账单查询、趋势分析、价格查询与成本分摊。触发词:查账单、费用趋势、成本分摊、按标签看费用、月度账单

Overview

Publisheryzstory
Repositorypomeloclaw
Skill namealiyun-cost-foundation
Stars
59
Forks
4
Bundled files
1
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.

  • 1 bundled files

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

  • Open source

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

Installation

Install the Aliyun Cost Foundation 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/yzstory/pomeloclaw/tree/main/workspace/skills/finops_skills/aliyun-cost-foundation
  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/yzstory/pomeloclaw.git /tmp/pomeloclaw
mkdir -p .claude/skills
cp -r /tmp/pomeloclaw/workspace/skills/finops_skills/aliyun-cost-foundation .claude/skills/aliyun-cost-foundation
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Aliyun Cost Foundation 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 Aliyun Cost Foundation 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 Aliyun Cost Foundation 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.

Aliyun Cost Foundation - 成本数据基座

提供账单查询、趋势分析、价格查询与成本分摊能力。全部 READ 操作,风险等级 LOW。

功能列表

账单查询

操作工具函数风险等级说明
账户账单costf_account_billLOW指定月份账户级账单总览
实例账单costf_instance_billLOW实例级账单明细
费用汇总costf_bill_overviewLOW按产品分组月度费用

趋势分析

操作工具函数风险等级说明
月度趋势costf_monthly_trendLOW最近 N 月趋势+环比
日级趋势costf_daily_trendLOW指定月份日级成本曲线
时段对比costf_compare_periodsLOW两时段成本对比

分摊分析

操作工具函数风险等级说明
按标签分摊costf_by_tagLOW按 Tag 分组成本
按资源组分摊costf_by_resource_groupLOW按资源组分组成本
产品 Top Ncostf_product_breakdownLOW产品维度 Top N 及占比
区域分布costf_region_breakdownLOW区域维度成本分布
分摊报告costf_chargeback_reportLOW多维度成本分摊报告
分摊趋势costf_chargeback_trendLOW各维度值的月度趋势

价格查询

操作工具函数风险等级说明
按量价格costf_get_payg_priceLOW查询按量付费价格
包年包月价格costf_get_subscription_priceLOW查询包年包月价格

费率覆盖分析

操作工具函数风险等级说明
节省计划分析costf_savings_plan_analysisLOWSP 利用率、覆盖率、到期预警
RI 覆盖分析costf_ri_coverage_analysisLOW预留实例覆盖率分析
付费方式分布costf_charge_type_distributionLOW按量/包年包月/抢占式占比

技术要点

  • BSS OpenAPI endpoint: business.aliyuncs.com (全局服务,无需指定 region)
  • 账单数据有 T+1 延迟
  • 分页保护: page_size=100,最大 50 页

使用前提

  1. 已通过 copaw ops credential add 配置 AKSK 凭证
  2. 凭证具有 BSS OpenAPI RAM 权限 (AliyunBSSReadOnlyAccess)

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 Aliyun Cost Foundation AI skill do?

成本数据基座 — 账单查询、趋势分析、价格查询与成本分摊。触发词:查账单、费用趋势、成本分摊、按标签看费用、月度账单

Why use Aliyun Cost Foundation on TypingMind?

Because you install it once and use it with any model. Aliyun Cost Foundation 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 Aliyun Cost Foundation in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/yzstory/pomeloclaw/tree/main/workspace/skills/finops_skills/aliyun-cost-foundation. 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 Aliyun Cost Foundation?

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 Aliyun Cost Foundation?

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

Is the Aliyun Cost Foundation AI skill free?

It is published on GitHub by yzstory. 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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