Aliyun Cost Automation

Community

yzstory

aliyun-cost-automation

成本自动化规则引擎 — 基于确定性规则自动检测成本异常和预算超标。触发词：预算告警、成本异常检测、费用监控规则

Overview

Publisher	yzstory
Repository	`pomeloclaw`
Skill name	`aliyun-cost-automation`
Stars	59
Forks	4
Bundled files	1
Links	Skill source Repository

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 Automation AI skill in TypingMind to use it with any LLM, or drop it into another agent that reads SKILL.md.

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.

Open the app and go to Plugins → Skills.
Choose "Install from GitHub".
Paste the skill folder URL below and confirm.
https://github.com/yzstory/pomeloclaw/tree/main/workspace/skills/finops_skills/aliyun-cost-automation
Enable the skill in any chat where you want it available.

Store

Installed

Skills

Add skills

Import one or more skills from a public GitHub folder or a local .skill or .zip archive, or SKILL.md file.

From GitHub URLFrom .skill, .zip, or SKILL.md

GitHub repo or folder

https://github.com/yzstory/pomeloclaw/tree/main/workspace/skills/finops_skills/aliyun-cost-automation

Points to a single skill folder, or any folder that contains multiple skills. Public repos only.

CancelContinue

Plugins → Skills → Add skill → From GitHub URL, then paste the folder URL and press Continue.

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-automation .claude/skills/aliyun-cost-automation

Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Aliyun Cost Automation 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 Automation 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 Automation 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 Automation - 成本自动化规则引擎

基于确定性规则自动检测成本异常和预算超标。支持异常告警、预算阈值、SP/RI 到期预警、每日摘要等规则类型。

功能列表

规则管理

操作	工具函数	风险等级	说明
列出规则	`costa_list_rules`	LOW	列出所有自动化规则
创建规则	`costa_create_rule`	MEDIUM	创建成本自动化规则
更新规则	`costa_update_rule`	MEDIUM	更新已有规则
删除规则	`costa_delete_rule`	MEDIUM	删除指定规则

规则执行

操作	工具函数	风险等级	说明
执行检查	`costa_execute_check`	LOW	执行指定规则检查
执行历史	`costa_execution_history`	LOW	查看规则执行历史

规则类型

anomaly_alert - 异常告警

基于历史数据的统计异常检测

json
{
  "sigma_threshold": 2.5,
  "lookback_days": 30
}

budget_threshold - 预算阈值

预算超标预警

json
{
  "budget_cny": 50000,
  "alert_percents": [70, 85, 95]
}

sp_ri_expiry - SP/RI 到期预警

节省计划/预留实例到期提醒

json
{
  "alert_days_before": [30, 7, 3]
}

daily_summary - 每日摘要

每日成本摘要报告

json
{
  "include_products": [],
  "top_n": 5
}

数据存储

规则数据持久化至: ~/.copaw/data/cost_automation_rules.json

使用前提

已通过 copaw ops credential add 配置 AKSK 凭证
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.

scripts/tools.py23 KB

Frequently asked questions

What does the Aliyun Cost Automation AI skill do?

成本自动化规则引擎 — 基于确定性规则自动检测成本异常和预算超标。触发词：预算告警、成本异常检测、费用监控规则

Why use Aliyun Cost Automation on TypingMind?

Because you install it once and use it with any model. Aliyun Cost Automation 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 Automation 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-automation. 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 Automation?

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 Automation?

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

Is the Aliyun Cost Automation 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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Overview

Installation

Install in TypingMind

Install in another agent

Use it in TypingMind

Works with any AI model

Skill instructions

Aliyun Cost Automation - 成本自动化规则引擎

功能列表

规则管理

规则执行

规则类型

anomaly_alert - 异常告警

budget_threshold - 预算阈值

sp_ri_expiry - SP/RI 到期预警

daily_summary - 每日摘要

数据存储

使用前提

Bundled files

Frequently asked questions

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