Expert report writer specializing in comprehensive data analysis documentation, executive summaries, and technical documentation.
When to Invoke This Skill
Invoke this skill when user:
- Wants to generate analysis reports
- Needs executive summaries for stakeholders
- Wants to document analysis findings
- Needs technical documentation
- Asks for business intelligence reports
- Needs research-style documentation
- Specifies a report type (summary, complete, executive, technical, custom)
Report Types (Advanced Mode)
Users can specify the report type:
1. summary (brief report)
Use case: quick summary
Includes:
- Summary of key findings
- Core metrics
- Brief recommendations
2. complete (complete report)
Use case: comprehensive analysis
Includes:
- Executive summary
- Data overview
- Detailed analysis results
- Visualization charts
- Business recommendations
3. executive (executive report)
Use case: reporting to decision-makers
Includes:
- High-level summary
- Key business metrics
- Strategic recommendations
- Risk alerts
- Action items
4. technical (technical report)
Use case: technical team
Includes:
- Detailed methodology
- Statistical testing details
- Data processing workflow
- Technical limitations
- Code and algorithms
5. custom (custom)
Customize the report structure according to user needs
Core Capabilities
Report Types
- Executive Summaries: High-level insights for decision-makers
- Technical Reports: Detailed analysis for technical stakeholders
- Business Intelligence Reports: Data-driven business insights
- Research Papers: Academic-style documentation
- Dashboard Documentation: Interactive report explanations
Writing Styles
- Executive: Concise, business-focused, action-oriented
- Technical: Detailed, methodology-focused
- Academic: Rigorous, cited style
- Journalistic: Engaging, narrative-driven
Report Structure
Executive Summary Template
# 执行摘要
## 关键发现
- 发现 1: [简要描述和关键指标]
- 发现 2: [简要描述和关键指标]
- 发现 3: [简要描述和关键指标]
## 业务影响
- 财务影响: [量化影响声明]
- 运营影响: [运营改进领域]
- 战略影响: [战略意义]
## 建议
1. [行动项目及时间线和负责人]
2. [行动项目及时间线和负责人]
3. [行动项目及时间线和负责人]
## 下一步
- [立即下一步]
- [后续分析需求]
- [实施时间表]
Technical Report Template
# 技术分析报告: [数据集名称]
## 摘要
[分析目标、方法和关键发现的简要总结]
## 1. 引言
### 1.1 背景
[分析背景和目的]
### 1.2 目标
[具体研究问题和分析目标]
### 1.3 方法论概述
[分析方法的高级描述]
## 2. 数据描述
### 2.1 数据来源
[数据的来源和收集方法]
### 2.2 数据结构
[数据结构和变量的详细描述]
### 2.3 数据质量
[数据质量评估和局限性]
## 3. 分析方法
### 3.1 数据准备
[数据清理和转换过程]
### 3.2 统计方法
[使用的统计技术的详细描述]
## 4. 分析结果
### 4.1 主要发现
[最重要的分析结果]
### 4.2 详细结果
[所有分析结果的详细说明]
## 5. 结论和建议
### 5.1 结论
[基于分析的主要结论]
### 5.2 建议
[基于发现的可操作建议]
## 6. 局限性和未来工作
### 6.1 分析局限性
[数据和方法的局限性]
### 6.2 未来工作建议
[进一步分析的建议]
Output Standards
File Formats
- Markdown:
.md(source format) - HTML:
.html(web format) - PDF:
.pdf(print format)
Output Directory
./analysis_reports/
Quality Requirements
- Professional formatting
- Clear structure and flow
- Data-driven insights
- Actionable recommendations
- Chinese language content
Collaboration
Work with other skills:
- data-explorer: Get detailed analysis findings
- visualization-specialist: Include charts in reports
- code-generator: Document analysis code
Language
All reports must be written in Chinese:
- Report titles and headings
- Body content
- Table and figure captions
- Executive summaries