Agent skill

Weather Forecast Report

by staruhub in staruhub/ClaudeSkills

将天气要素(风速、能见度、降雨量等)单站预报系统的项目文档、模型、报告、评估结果整理成符合省级自然科学基金项目编写规范的专题研究报告。适用于:(1) 基于Claude Code + OpenSpec开发的气象预报系统结题报告编写,(2) 将技术文档转换为学术研究报告格式,(3) 生成符合省级自然科学基金规范的专题研究报告,(4)…

MITAuto-check passedDocuments & Office

Install Weather Forecast Report

skills CLI
$ npx skills add staruhub/ClaudeSkills --skill weather-forecast-report -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install staruhub/ClaudeSkills weather-forecast-report --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/staruhub/ClaudeSkills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/lab/Geek-skills-weather-forecast-report .claude/skills/weather-forecast-report && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
weather-forecast-report
GitHub stars
728
Token cost
~672 tokens
SKILL.md length
129 words
Files
6 (incl. references, assets)
Skills in repo
20
Repo updated
First seen
Licence
MIT

At a glance

将天气要素(风速、能见度、降雨量等)单站预报系统的项目文档、模型、报告、评估结果整理成符合省级自然科学基金项目编写规范的专题研究报告。适用于:(1) 基于Claude Code + OpenSpec开发的气象预报系统结题报告编写,(2) 将技术文档转换为学术研究报告格式,(3) 生成符合省级自然科学基金规范的专题研究报告,(4)…

  • Works in 3 steps: 识别输入材料类型 → 确定天气要素类型 → 提取关键信息
  • Documents & Office work in your project
  • SKILL.md covers 概述, 工作流程, 关键要求 and 验收标准(报告交付前自查), plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Weather Forecast Report is an agent skill from staruhub/ClaudeSkills. 将天气要素(风速、能见度、降雨量等)单站预报系统的项目文档、模型、报告、评估结果整理成符合省级自然科学基金项目编写规范的专题研究报告。适用于:(1) 基于Claude Code + OpenSpec开发的气象预报系统结题报告编写,(2) 将技术文档转换为学术研究报告格式,(3) 生成符合省级自然科学基金规范的专题研究报告,(4) 整合项目代码、模型、评估指标等技术材料为规范化学术报告。触发关键词:"专题研究报告"、"结题报告"、"天气预报系统"、"基金项目报告"、"风速预报"、"能见度预报"、"降雨量预报"、"气象预测"、"单站预报"等。

Its SKILL.md is about 670 tokens, which your agent loads only when the skill is triggered. The skill folder holds 7 other files, including reference files and assets (for example `assets/report-template.md`, `references/evaluation-metrics.md` and `references/format-standards.md`).

It sits in Documents & Office. It works with Microsoft Word. The repository describes itself as: 13 curated Agent Skills for research, product decisions, decks, publishing, audits, and more — portable across skills-compatible agents. The licence is MIT.

When your agent uses it

  • Documents & Office work in your project

Example prompts

  • “专题研究报告”
  • “天气预报系统”
  • “基金项目报告”
  • “/weather-forecast-report”

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. 识别输入材料类型
  2. 确定天气要素类型
  3. 提取关键信息

What it can do on your machine

Read from SKILL.md and the folder at commit 66e02d2. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    No scripts in the folder and no shell commands in SKILL.md.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Weather Forecast Report loads about 672 tokens when it runs, and up to ~6.2k if it reads all its reference files. Until then it costs about 74 tokens; SKILL.md has 129 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~74
When it runs · the whole SKILL.md, loaded when a task matches
~672
With references · SKILL.md plus every file in references/, read only if the agent opens them
~6.2k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from staruhub/ClaudeSkills at commit 66e02d2, republished under its MIT licence (© staruhub). 129 words, ~672 tokens.

Download SKILL.mdSave it as .claude/skills/weather-forecast-report/SKILL.md (or your agent's skills folder). This skill also uses 5 other files; get the full folder from GitHub.
name
weather-forecast-report
description
将天气要素(风速、能见度、降雨量等)单站预报系统的项目文档、模型、报告、评估结果整理成符合省级自然科学基金项目编写规范的专题研究报告。适用于:(1) 基于Claude Code + OpenSpec开发的气象预报系统结题报告编写,(2) 将技术文档转换为学术研究报告格式,(3) 生成符合省级自然科学基金规范的专题研究报告,(4) 整合项目代码、模型、评估指标等技术材料为规范化学术报告。触发关键词:"专题研究报告"、"结题报告"、"天气预报系统"、"基金项目报告"、"风速预报"、"能见度预报"、"降雨量预报"、"气象预测"、"单站预报"等。
version
1.1.0

天气要素专题研究报告生成器

概述

本skill用于将Claude Code + OpenSpec开发的天气要素单站预报系统相关材料(项目文档、模型文件、评估结果等)整理成符合省级自然科学基金项目编写规范的专题研究报告。

工作流程

第一步:材料收集与分析
  1. 识别输入材料类型

    • 项目文档(README、设计文档、API文档等)
    • 模型文件(.pkl、.h5、.pt等)
    • 评估报告(准确率、RMSE、MAE等指标)
    • 代码文件(数据处理、特征工程、模型训练等)
    • 可视化图表(训练曲线、预测对比图等)
  2. 确定天气要素类型

    • 风速预报
    • 能见度预报
    • 降雨量预报
    • 温度预报
    • 湿度预报
    • 气压预报
  3. 提取关键信息

    • 研究背景与科学问题
    • 技术方案与创新点
    • 实验数据与评估指标
    • 结论与应用价值
第二步:报告结构规划

参照 references/report-structure.md 中的详细结构说明,按省级自然科学基金规范组织报告。

第三步:内容撰写
  1. 阅读撰写指南:先阅读 references/writing-guidelines.md
  2. 使用报告模板:参考 assets/report-template.md
  3. 格式规范:遵循 references/format-standards.md
第四步:生成DOCX文档

使用宿主环境中的 docx skill 生成规范的 Word 文档(路径因环境而异,以宿主 skill 系统为准),按本 skill 的格式规范产出最终报告。

关键要求

学术规范性要求
  • 一级标题:黑体四号加粗
  • 二级标题:黑体小四号
  • 正文:宋体小四号,首行缩进2字符
  • 英文与数字:Times New Roman
  • 行距:固定值26-28磅
  • 序号格式:一、(一)、1、(1)、①
内容质量要求
  • 科学性:数据准确、方法严谨、结论可靠
  • 创新性:突出技术创新点和研究贡献
  • 规范性:符合学术写作规范和基金报告要求
  • 完整性:研究逻辑链条完整闭环
图表规范
  • 图表需有编号和标题
  • 表格标题置于表格上方
  • 图片标题置于图片下方
  • 图表应在正文中被引用

验收标准(报告交付前自查)

  • 报告结构与 report-structure.md 的省级基金规范逐节对应,无缺章
  • 所有数据(准确率/RMSE/MAE 等)来自用户提供的评估材料,不编造实验数字
  • 图表全部有编号、标题且在正文中被引用
  • 格式合规:标题字体字号、正文宋体小四、行距、序号格式符合"关键要求"
  • 摘要中英文各约 400 字,关键词 3-5 个

不做什么

  • 不替用户跑模型或生成评估数据——材料不足时列出缺口向用户索取,不虚构
  • 不做气象学结论的对错判断,只负责规范化呈现
  • 非气象/非基金报告的通用学术写作,不强行套用本模板

已知陷阱

陷阱具体表现应对
编造实验数据材料缺指标时用"典型值"补齐缺口列清单向用户索取;宁可留待补充标注,不虚构
格式细节失守字体/行距/序号与基金规范不符,评审被打回生成 docx 后对照"关键要求"逐项核
技术报告腔把 README 语气直接搬进学术报告按 writing-guidelines.md 改写为学术表述,图表编号并被正文引用

资源文件说明

文件用途
references/report-structure.md省级基金报告详细结构说明
references/writing-guidelines.md学术写作指南与注意事项
references/format-standards.md格式规范与排版要求
references/evaluation-metrics.md气象预报评估指标说明
assets/report-template.md研究报告Markdown模板

示例:风速预报专题研究报告

输入材料:

  • wind_speed_model.py(模型代码)
  • evaluation_results.json(评估结果)
  • README.md(项目说明)
  • training_log.txt(训练日志)

输出报告结构:

风速要素单站预报方法研究报告
├── 摘要(中英文各400字)
├── 关键词(3-5个)
├── 一、研究背景与意义
├── 二、研究目标与内容
├── 三、研究方法与技术路线
├── 四、数据来源与处理
├── 五、模型构建与训练
├── 六、实验结果与分析
├── 七、结论与展望
├── 参考文献
└── 附录

© staruhub, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 5 other files (references, assets) in lab/Geek-skills-weather-forecast-report of staruhub/ClaudeSkills.

  • SKILL.md
  • assets/report-template.md
  • references/evaluation-metrics.md
  • references/format-standards.md
  • references/report-structure.md
  • references/writing-guidelines.md

Open the folder on GitHubat commit 66e02d2

Compare with similar skills

Weather Forecast Report next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Weather Forecast Report compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
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DOCXrvdbreemen/OTGW-firmware20733 repos~4.3kAutomated safety check: PassProprietary
Word Document Reader and WriterHKUDS/DeepTutor41k—~2.5kAutomated safety check: PassApache-2.0
Gzh Designisjiamu/gzh-design-skill4k—~2.2kAutomated safety check: PassAGPL-3.0
GenOffice Document CLIgenspark-ai/genoffice9.2k—~19kAutomated safety check: PassApache-2.0

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Works with

Questions about Weather Forecast Report

What does Weather Forecast Report do?

将天气要素(风速、能见度、降雨量等)单站预报系统的项目文档、模型、报告、评估结果整理成符合省级自然科学基金项目编写规范的专题研究报告。适用于:(1) 基于Claude Code + OpenSpec开发的气象预报系统结题报告编写,(2) 将技术文档转换为学术研究报告格式,(3) 生成符合省级自然科学基金规范的专题研究报告,(4)…. Weather Forecast Report is an agent skill from staruhub/ClaudeSkills.

When should I use Weather Forecast Report?

Weather Forecast Report fits situations like: documents & Office work in your project.

How do I install Weather Forecast Report in Claude Code?

Run `npx skills add staruhub/ClaudeSkills --skill weather-forecast-report -a claude-code`. Or copy the skill folder (lab/Geek-skills-weather-forecast-report in staruhub/ClaudeSkills) into .claude/skills/weather-forecast-report in your project. Claude Code loads it when a task matches its description.

How do I install Weather Forecast Report in Codex?

Run `npx skills add staruhub/ClaudeSkills --skill weather-forecast-report -a codex`. Or copy the skill folder (lab/Geek-skills-weather-forecast-report in staruhub/ClaudeSkills) into .agents/skills/weather-forecast-report in your project. Codex loads it when a task matches its description.

Can I use Weather Forecast Report in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add staruhub/ClaudeSkills --skill weather-forecast-report -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/weather-forecast-report, .gemini/skills/weather-forecast-report, .github/skills/weather-forecast-report and .opencode/skills/weather-forecast-report in your project.

What does Weather Forecast Report need to run?

SKILL.md names no scripts, command-line tools or credentials: Weather Forecast Report is instructions for the agent only.

Does Weather Forecast Report access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Weather Forecast Report safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Weather Forecast Report use?

Weather Forecast Report is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Weather Forecast Report use?

About 672 tokens (SKILL.md is roughly 2.7k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 5.5k tokens, read only when the agent opens those files.

What are the alternatives to Weather Forecast Report?

Skills that share tags, products or a category with Weather Forecast Report: Markitdown (ImCa0/just-laws, 781 stars), DOCX (rvdbreemen/OTGW-firmware, 207 stars), Word Document Reader and Writer (HKUDS/DeepTutor, 41k stars) and Gzh Design (isjiamu/gzh-design-skill, 4k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Weather Forecast Report?

staruhub (a GitHub user) maintains it in staruhub/ClaudeSkills, which has 728 GitHub stars. The repository holds 20 skills in this directory. The repository was last updated on August 13, 2026.

Source: staruhub/ClaudeSkills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.