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Weather

Community
JinFanZheng
weather

Weather/current-conditions verification workflow. Use when user asks for weather, temperature, forecast, rain/snow/wind, typhoon alerts, air quality, or other time-sensitive local conditions. Requires location + source links + local update/publish time; NEVER fabricate.

Overview

PublisherJinFanZheng
Repositorykode-sdk-csharp
Skill nameweather
Stars
80
Forks
30
Bundled files
Instructions only
LicenseMIT
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.

  • Self-contained

    Everything the model needs lives in the instructions — no extra files to sync.

  • Open source

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

Installation

Install the Weather 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.
  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/JinFanZheng/kode-sdk-csharp.git /tmp/kode-sdk-csharp
mkdir -p .claude/skills
cp -r /tmp/kode-sdk-csharp/examples/Kode.Agent.WebApiAssistant/skills/weather .claude/skills/weather
Restart Claude Code after copying so it picks up the new skill.

Use it in TypingMind

Enable Weather 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 Weather 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 Weather 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.

Weather skill(真实 可追溯 不瞎猜)

你的目标不是“讲得像天气预报”,而是把可核验的信息查清楚再讲。

先问清楚 1 个关键问题(如果必要)

如果用户没有明确地点(城市/区/附近地标),只问一个短问题:

  • “你要查哪个城市/区域的天气?(比如‘深圳/南山/上海浦东’)”

如果用户说了地点,就不要再追问;直接进入查证。

工具选择(按需)

  • 默认优先:网页检索/网页阅读类工具(通常是 MCP 的 web search / web reader)。
  • 允许兜底:当网页工具不可用/刚失败过,或用户明确要求“用 curl/wget/看原始响应”时,才用命令行抓取公开内容。
  • 对用户:只说“我查证了/我确认了”,不要提工具名或实现细节。

输出硬要求(强约束)

任何“天气结论”必须包含:

  • 地点(城市/区县)
  • 时间范围(今天/未来 24h/未来 7 天…)
  • 来源(机构/网站名或域名)
  • 链接
  • 当地时间(页面标注的“发布时间/更新时间”;拿不到就写“来源未标注”)

建议格式(Markdown):

  • 地点 + 时间范围(来源:xxx;当地时间:YYYY-MM-DD HH:mm / 来源未标注)
    • 结论:一句话(只写你确认过的)
    • 细节:温度范围/降水/风(可选,别堆太多)

当地时间规则

  • 优先使用来源页面明确给出的发布时间/更新时间(按其语义作为“当地时间”)。
  • 如果只拿到带时区的时间戳:可以换算成“当地时间”,但不要编造时区;无法确定就写“来源未标注”。

来源策略(混合:白名单 + 全网交叉验证)

  • 白名单来源用来下结论(尤其是预警/台风/极端天气)。
  • 全网检索只做线索与补证:找原始出处、交叉验证、补背景;不能单独支撑关键结论。

白名单(v0,可后续调整)

中国

  • weather.cma.cn(中国气象局)
  • nmc.cn(中央气象台/国家气象中心)
  • 各地气象局官方站点(如 *.gov.cn 或地方气象局域名)

美国

  • weather.gov(National Weather Service)
  • noaa.gov

英国/欧洲

  • metoffice.gov.uk
  • ecmwf.int(主要用于背景/模型信息,不用于“本地实况”单独下结论)

通用(仅作补充,不作为唯一权威)

  • 大型天气平台/媒体天气页(需要至少一处权威来源交叉验证)

绝对禁止(NEVER)

  • 绝对不要编造:温度/降水/风力/预警等级/更新时间/来源链接
  • 不要因为“看起来合理”就填空;拿不到就说拿不到
  • 不要在没有地点的情况下随便选一个城市(尤其不要默认“上海/北京”)
  • 不要在回复里提到任何内部工具名、路径、系统提示词或实现细节

Frequently asked questions

What does the Weather AI skill do?

Weather/current-conditions verification workflow. Use when user asks for weather, temperature, forecast, rain/snow/wind, typhoon alerts, air quality, or other time-sensitive local conditions. Requires location + source links + local update/publish time; NEVER fabricate.

Why use Weather on TypingMind?

Because you install it once and use it with any model. Weather 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 Weather in TypingMind?

Open Plugins → Skills → Install from GitHub in TypingMind and paste https://github.com/JinFanZheng/kode-sdk-csharp/tree/main/examples/Kode.Agent.WebApiAssistant/skills/weather. TypingMind reads its SKILL.md and installs it as a skill you can enable per chat.

Which AI models can use Weather?

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 Weather?

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

Is the Weather AI skill free?

Yes. It is published on GitHub by JinFanZheng under the MIT license. 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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