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weather-forecast-report

Generates provincial natural science fund research reports from weather forecast system materials.

706|130|Updated Oct 31, 2025
Search Tags:#meteorology#research report#DOCX generation#report template#Academic writing#weather forecast#natural science fund
One-click install
npx skills add https://github.com/staruhub/ClaudeSkills --skill weather-forecast-report
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: weather-forecast-report
Source: https://github.com/staruhub/ClaudeSkills/tree/main/lab/Geek-skills-weather-forecast-report
Command: npx skills add https://github.com/staruhub/ClaudeSkills --skill weather-forecast-report

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) and assets (resource) components.

What problem does it solve?

Converting technical project materials (code, models, evaluation metrics) from a weather element single-station forecast system into a formal academic report that meets provincial natural science foundation standards is time-consuming and error-prone, especially around formatting rules and academic tone.

Core Features & Use Cases

  • Structured Report Generation: Organizes project documents, model files, and evaluation results into a complete report with abstract, background, methods, experiments, and conclusions following provincial fund structure.
  • Format Compliance: Enforces Chinese academic formatting rules (fonts, heading hierarchy, line spacing, GB/T 7714-2015 references) and outputs a DOCX document via the host docx skill.
  • Meteorological Evaluation Guidance: Provides reference material on forecast metrics (MAE, RMSE, TS, ETS, POD, FAR) matched to weather elements like wind speed, visibility, and rainfall.
  • Use Case: After finishing a wind speed forecast model built with Claude Code + OpenSpec, feed the README, evaluation JSON, and training logs to produce a submission-ready closing report without fabricating any experimental numbers.

Quick Start

Use the weather-forecast-report skill to turn my wind speed forecast project documents and evaluation results into a provincial natural science fund closing report.

Frequently Asked Questions about weather-forecast-report

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I write a provincial natural science fund closing report for a weather forecast project?▼

Provide your project documents, model files, and evaluation results, and the skill organizes them into the standard structure: abstract, background, methods, data, model construction, experiments, and conclusions. It follows provincial fund formatting rules and outputs a DOCX document.

What evaluation metrics should a weather forecast report include?▼

Continuous variables like temperature and wind speed use MAE, RMSE, CC, and BIAS, while categorical forecasts like rain occurrence use TS, ETS, POD, and FAR. The references include per-element metric recommendations and result table templates.

Can the skill generate a report if my evaluation data is incomplete?▼

No, it will not fabricate experimental numbers. When materials are missing, it lists the gaps and asks you to supply the actual metrics rather than filling in typical values.

Does the report follow Chinese academic formatting standards?▼

Yes, it enforces rules such as bold Heiti headings, Song typeface body text at small-four size, fixed 26-28pt line spacing, numbered heading hierarchy, and GB/T 7714-2015 reference formatting.

What are the limitations of this report generation skill?▼

It does not run models, produce evaluation data, or judge the meteorological correctness of conclusions. It only handles standardized presentation, and it is not suited for non-meteorological or non-fund academic writing.

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