Geek-skills-weather-forecast-report

Weather Element Special Research Report Generator

Overview

This skill is used to organize materials related to the single-station weather element forecasting system developed with Claude Code + OpenSpec (project documents, model files, evaluation results, etc.) into a special research report that complies with the writing standards for provincial natural science foundation projects.

Workflow

Step 1: Material Collection and Analysis

1. Identify the type of input materials
   • Project documents (README, design documents, API documents, etc.)
   • Model files (.pkl, .h5, .pt, etc.)
   • Evaluation reports (accuracy, RMSE, MAE, and other metrics)
   • Code files (data processing, feature engineering, model training, etc.)
   • Visualization charts (training curves, prediction comparison charts, etc.)

1. Determine the type of weather element

   • Wind speed forecasting
   • Visibility forecasting
   • Rainfall forecasting
   • Temperature forecasting
   • Humidity forecasting
   • Air pressure forecasting

2. Extract key information

   • Research background and scientific questions
   • Technical solutions and innovation points
   • Experimental data and evaluation metrics
   • Conclusions and application value

Step 2: Report Structure Planning

Refer to references/report-structure.md for the detailed structural description, and organize the report according to provincial natural science foundation standards.

Step 3: Content Writing

1. Read the writing guide: First read references/writing-guidelines.md
2. Use the report template: Refer to assets/report-template.md
3. Format specifications: Follow references/format-standards.md

Step 4: Generate the DOCX Document

Use the docx skill to generate a standardized Word document:

1. Read /mnt/skills/public/docx/SKILL.md to learn the docx generation method
2. Read /mnt/skills/public/docx/docx-js.md to learn the specific API
3. Generate the final report in the standard format

Key Requirements

Academic standardization requirements

• Level-1 heading: SimHei size 14 pt bold
• Level-2 heading: SimHei size 12 pt
• Body text: SimSun size 12 pt, first-line indent of 2 characters
• English and numbers: Times New Roman
• Line spacing: fixed value 26-28 pt
• Numbering format: 一、（一）、1、(1)、①

Content quality requirements

• Scientific rigor: accurate data, rigorous methods, reliable conclusions
• Innovation: highlight technical innovation points and research contributions
• Standardization: comply with academic writing standards and foundation report requirements
• Completeness: a complete and closed loop of the research logic chain

Chart and table standards

• Charts and tables must have numbers and titles
• Table titles are placed above the table
• Figure titles are placed below the figure
• Charts and tables should be cited in the body text

Resource File Description

File	Purpose
references/report-structure.md	Detailed structural description of the provincial foundation report
references/writing-guidelines.md	Academic Writing Guide and Notes
references/format-standards.md	Format Specifications and Typesetting Requirements
references/evaluation-metrics.md	Explanation of Meteorological Forecast Evaluation Metrics
assets/report-template.md	Research Report Markdown Template

Example: Special Research Report on Wind Speed Forecasting

Input Materials：

• wind_speed_model.py (model code)
• evaluation_results.json (evaluation results)
• README.md (project description)
• training_log.txt (training log)

Output Report Structure：

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