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Market Research Reports

市场研究报告

Overview

概述

Market research reports are comprehensive strategic documents that analyze industries, markets, and competitive landscapes to inform business decisions, investment strategies, and strategic planning. This skill generates professional-grade reports of 50+ pages with extensive visual content, modeled after deliverables from top consulting firms like McKinsey, BCG, Bain, Gartner, and Forrester.
Key Features:
  • Comprehensive length: Reports are designed to be 50+ pages with no token constraints
  • Visual-rich content: 5-6 key diagrams generated at start (more added as needed during writing)
  • Data-driven analysis: Deep integration with research-lookup for market data
  • Multi-framework approach: Porter's Five Forces, PESTLE, SWOT, BCG Matrix, TAM/SAM/SOM
  • Professional formatting: Consulting-firm quality typography, colors, and layout
  • Actionable recommendations: Strategic focus with implementation roadmaps
Output Format: LaTeX with professional styling, compiled to PDF. Uses the
market_research.sty
style package for consistent, professional formatting.
市场研究报告是综合性战略文档,用于分析行业、市场和竞争格局,为商业决策、投资策略和战略规划提供依据。本技能可生成50页以上的专业级报告,包含丰富的可视化内容,对标麦肯锡、波士顿咨询集团、贝恩、高德纳和弗雷斯特等顶级咨询公司的交付成果。
核心功能:
  • 篇幅全面:报告设计为50页以上,无令牌限制
  • 可视化丰富:初始生成5-6个关键图表(撰写过程中可按需添加更多)
  • 数据驱动分析:与research-lookup深度集成以获取市场数据
  • 多框架分析方法:波特五力模型、PESTLE分析、SWOT分析、BCG矩阵、TAM/SAM/SOM模型
  • 专业格式排版:符合咨询公司标准的排版、配色和布局
  • 可落地建议:聚焦战略方向,包含实施路线图
输出格式: 采用专业样式的LaTeX格式,可编译为PDF。使用
market_research.sty
样式包确保格式一致、专业。

When to Use This Skill

适用场景

This skill should be used when:
  • Creating comprehensive market analysis for investment decisions
  • Developing industry reports for strategic planning
  • Analyzing competitive landscapes and market dynamics
  • Conducting market sizing exercises (TAM/SAM/SOM)
  • Evaluating market entry opportunities
  • Preparing due diligence materials for M&A activities
  • Creating thought leadership content for industry positioning
  • Developing go-to-market strategy documentation
  • Analyzing regulatory and policy impacts on markets
  • Building business cases for new product launches
本技能适用于以下场景:
  • 为投资决策创建全面的市场分析报告
  • 为战略规划制定行业报告
  • 分析竞争格局和市场动态
  • 开展市场规模测算(TAM/SAM/SOM)
  • 评估市场进入机会
  • 为并购活动准备尽职调查材料
  • 打造用于行业定位的思想领导力内容
  • 制定上市战略文档
  • 分析监管和政策对市场的影响
  • 为新产品发布构建商业案例

Visual Enhancement Requirements

可视化增强要求

CRITICAL: Market research reports should include key visual content.
Every report should generate 6 essential visuals at the start, with additional visuals added as needed during writing. Start with the most critical visualizations to establish the report framework.
重要提示:市场研究报告需包含关键可视化内容。
每份报告应在初始阶段生成6个核心可视化内容,后续撰写特定章节时可按需添加更多可视化内容。先生成最关键的可视化内容以搭建报告框架。

Visual Generation Tools

可视化生成工具

Use
scientific-schematics
for:
  • Market growth trajectory charts
  • TAM/SAM/SOM breakdown diagrams (concentric circles)
  • Porter's Five Forces diagrams
  • Competitive positioning matrices
  • Market segmentation charts
  • Value chain diagrams
  • Technology roadmaps
  • Risk heatmaps
  • Strategic prioritization matrices
  • Implementation timelines/Gantt charts
  • SWOT analysis diagrams
  • BCG Growth-Share matrices
bash
undefined
使用
scientific-schematics
生成:
  • 市场增长趋势图
  • TAM/SAM/SOM拆解图(同心圆)
  • 波特五力模型图
  • 竞争定位矩阵
  • 市场细分图表
  • 价值链图
  • 技术路线图
  • 风险热图
  • 战略优先级矩阵
  • 实施时间线/甘特图
  • SWOT分析图
  • BCG增长-份额矩阵
bash
undefined

Example: Generate a TAM/SAM/SOM diagram

示例:生成TAM/SAM/SOM图

python skills/scientific-schematics/scripts/generate_schematic.py
"TAM SAM SOM concentric circle diagram showing Total Addressable Market $50B outer circle, Serviceable Addressable Market $15B middle circle, Serviceable Obtainable Market $3B inner circle, with labels and arrows pointing to each segment"
-o figures/tam_sam_som.png --doc-type report
python skills/scientific-schematics/scripts/generate_schematic.py
"TAM SAM SOM concentric circle diagram showing Total Addressable Market $50B outer circle, Serviceable Addressable Market $15B middle circle, Serviceable Obtainable Market $3B inner circle, with labels and arrows pointing to each segment"
-o figures/tam_sam_som.png --doc-type report

Example: Generate Porter's Five Forces

示例:生成波特五力模型图

python skills/scientific-schematics/scripts/generate_schematic.py
"Porter's Five Forces diagram with center box 'Competitive Rivalry' connected to four surrounding boxes: 'Threat of New Entrants' (top), 'Bargaining Power of Suppliers' (left), 'Bargaining Power of Buyers' (right), 'Threat of Substitutes' (bottom). Each box should show High/Medium/Low rating"
-o figures/porters_five_forces.png --doc-type report

**Use `generate-image` for:**
- Executive summary hero infographics
- Industry/sector conceptual illustrations
- Abstract technology visualizations
- Cover page imagery

```bash
python skills/scientific-schematics/scripts/generate_schematic.py
"Porter's Five Forces diagram with center box 'Competitive Rivalry' connected to four surrounding boxes: 'Threat of New Entrants' (top), 'Bargaining Power of Suppliers' (left), 'Bargaining Power of Buyers' (right), 'Threat of Substitutes' (bottom). Each box should show High/Medium/Low rating"
-o figures/porters_five_forces.png --doc-type report

**使用`generate-image`生成:**
- 执行摘要主信息图
- 行业/领域概念插图
- 抽象技术可视化图
- 封面图片

```bash

Example: Generate executive summary infographic

示例:生成执行摘要信息图

python skills/generate-image/scripts/generate_image.py
"Professional executive summary infographic for market research report, showing key metrics in modern data visualization style, blue and green color scheme, clean minimalist design with icons representing market size, growth rate, and competitive landscape"
--output figures/executive_summary.png
undefined
python skills/generate-image/scripts/generate_image.py
"Professional executive summary infographic for market research report, showing key metrics in modern data visualization style, blue and green color scheme, clean minimalist design with icons representing market size, growth rate, and competitive landscape"
--output figures/executive_summary.png
undefined

Recommended Visuals by Section (Generate as Needed)

各章节推荐可视化内容(按需生成)

SectionPriority VisualsOptional Visuals
Executive SummaryExecutive infographic (START)-
Market Size & GrowthGrowth trajectory (START), TAM/SAM/SOM (START)Regional breakdown, segment growth
Competitive LandscapePorter's Five Forces (START), Positioning matrix (START)Market share chart, strategic groups
Risk AnalysisRisk heatmap (START)Mitigation matrix
Strategic RecommendationsOpportunity matrixPriority framework
Implementation RoadmapTimeline/GanttMilestone tracker
Investment ThesisFinancial projectionsScenario analysis
Start with 6 priority visuals (marked as START above), then generate additional visuals as specific sections are written and require visual support.

章节优先级可视化内容可选可视化内容
执行摘要执行信息图(初始生成)-
市场规模与增长增长趋势图(初始生成)、TAM/SAM/SOM图(初始生成)区域拆解、细分领域增长
竞争格局波特五力模型图(初始生成)、定位矩阵(初始生成)市场份额图、战略群组
风险分析风险热图(初始生成)缓解矩阵
战略建议机会矩阵优先级框架
实施路线图时间线/甘特图里程碑追踪器
投资论点财务预测场景分析
先生成6个优先级可视化内容(标记为START的内容),后续撰写特定章节时,根据需求生成额外的可视化内容。

Report Structure (50+ Pages)

报告结构(50页以上)

Front Matter (~5 pages)

前页内容(约5页)

Cover Page (1 page)

封面(1页)

  • Report title and subtitle
  • Hero visualization (generated)
  • Date and classification
  • Prepared for / Prepared by
  • 报告标题和副标题
  • 主可视化图(生成的图片)
  • 日期和保密等级
  • 报告对象/报告编制方

Table of Contents (1-2 pages)

目录(1-2页)

  • Automated from LaTeX
  • List of Figures
  • List of Tables
  • 由LaTeX自动生成
  • 图表列表
  • 表格列表

Executive Summary (2-3 pages)

执行摘要(2-3页)

  • Market Snapshot Box: Key metrics at a glance
  • Investment Thesis: 3-5 bullet point summary
  • Key Findings: Major discoveries and insights
  • Strategic Recommendations: Top 3-5 actionable recommendations
  • Executive Summary Infographic: Visual synthesis of report highlights

  • 市场快照框:关键指标一览
  • 投资论点:3-5个要点摘要
  • 核心发现:主要结论和洞察
  • 战略建议:Top3-5可落地建议
  • 执行摘要信息图:报告核心要点的可视化汇总

Core Analysis (~35 pages)

核心分析(约35页)

Chapter 1: Market Overview & Definition (4-5 pages)

第1章:市场概述与定义(4-5页)

Content Requirements:
  • Market definition and scope
  • Industry ecosystem mapping
  • Key stakeholders and their roles
  • Market boundaries and adjacencies
  • Historical context and evolution
Required Visuals (2):
  1. Market ecosystem/value chain diagram
  2. Industry structure diagram
Key Data Points:
  • Market definition criteria
  • Included/excluded segments
  • Geographic scope
  • Time horizon for analysis

内容要求:
  • 市场定义与范围
  • 行业生态系统映射
  • 关键利益相关方及其角色
  • 市场边界与相邻领域
  • 历史背景与发展历程
必备可视化内容(2个):
  1. 市场生态系统/价值链图
  2. 行业结构图
关键数据点:
  • 市场定义标准
  • 包含/排除的细分领域
  • 地理范围
  • 分析时间跨度

Chapter 2: Market Size & Growth Analysis (6-8 pages)

第2章:市场规模与增长分析(6-8页)

Content Requirements:
  • Total Addressable Market (TAM) calculation
  • Serviceable Addressable Market (SAM) definition
  • Serviceable Obtainable Market (SOM) estimation
  • Historical growth analysis (5-10 years)
  • Growth projections (5-10 years forward)
  • Growth drivers and inhibitors
  • Regional market breakdown
  • Segment-level analysis
Required Visuals (4):
  1. Market growth trajectory chart (historical + projected)
  2. TAM/SAM/SOM concentric circles diagram
  3. Regional market breakdown (pie chart or treemap)
  4. Segment growth comparison (bar chart)
Key Data Points:
  • Current market size (with source)
  • CAGR (historical and projected)
  • Market size by region
  • Market size by segment
  • Key assumptions for projections
Data Sources: Use
research-lookup
to find:
  • Market research reports (Gartner, Forrester, IDC, etc.)
  • Industry association data
  • Government statistics
  • Company financial reports
  • Academic studies

内容要求:
  • 总可寻址市场(TAM)计算
  • 服务可寻址市场(SAM)定义
  • 可获得服务市场(SOM)估算
  • 历史增长分析(5-10年)
  • 增长预测(未来5-10年)
  • 增长驱动因素与抑制因素
  • 区域市场拆解
  • 细分领域分析
必备可视化内容(4个):
  1. 市场增长趋势图(历史+预测)
  2. TAM/SAM/SOM同心圆图
  3. 区域市场拆解图(饼图或树形图)
  4. 细分领域增长对比图(柱状图)
关键数据点:
  • 当前市场规模(含来源)
  • 复合年增长率(历史和预测)
  • 各区域市场规模
  • 各细分领域市场规模
  • 预测的核心假设
数据来源: 使用
research-lookup
获取以下数据:
  • 市场研究报告(高德纳、弗雷斯特、IDC等)
  • 行业协会数据
  • 政府统计数据
  • 企业财务报告
  • 学术研究

Chapter 3: Industry Drivers & Trends (5-6 pages)

第3章:行业驱动因素与趋势(5-6页)

Content Requirements:
  • Macroeconomic factors
  • Technology trends
  • Regulatory drivers
  • Social and demographic shifts
  • Environmental factors
  • Industry-specific trends
Analysis Frameworks:
  • PESTLE Analysis: Political, Economic, Social, Technological, Legal, Environmental
  • Trend Impact Assessment: Likelihood vs Impact matrix
Required Visuals (3):
  1. Industry trends timeline or radar chart
  2. Driver impact matrix
  3. PESTLE analysis diagram
Key Data Points:
  • Top 5-10 growth drivers with quantified impact
  • Emerging trends with timeline
  • Disruption factors

内容要求:
  • 宏观经济因素
  • 技术趋势
  • 监管驱动因素
  • 社会与人口结构变化
  • 环境因素
  • 行业特定趋势
分析框架:
  • PESTLE分析:政治、经济、社会、技术、法律、环境
  • 趋势影响评估:可能性vs影响矩阵
必备可视化内容(3个):
  1. 行业趋势时间线或雷达图
  2. 驱动因素影响矩阵
  3. PESTLE分析图
关键数据点:
  • 前5-10个增长驱动因素及其量化影响
  • 新兴趋势与时间线
  • 颠覆性因素

Chapter 4: Competitive Landscape (6-8 pages)

第4章:竞争格局(6-8页)

Content Requirements:
  • Market structure analysis
  • Major player profiles
  • Market share analysis
  • Competitive positioning
  • Barriers to entry
  • Competitive dynamics
Analysis Frameworks:
  • Porter's Five Forces: Comprehensive industry analysis
  • Competitive Positioning Matrix: 2x2 matrix on key dimensions
  • Strategic Group Mapping: Cluster competitors by strategy
Required Visuals (4):
  1. Porter's Five Forces diagram
  2. Market share pie chart or bar chart
  3. Competitive positioning matrix (2x2)
  4. Strategic group map
Key Data Points:
  • Market share by company (top 10)
  • Competitive intensity rating
  • Entry barriers assessment
  • Supplier/buyer power assessment

内容要求:
  • 市场结构分析
  • 主要参与者概况
  • 市场份额分析
  • 竞争定位
  • 进入壁垒
  • 竞争动态
分析框架:
  • 波特五力模型:全面行业分析
  • 竞争定位矩阵:基于关键维度的2x2矩阵
  • 战略群组映射:按战略对竞争对手聚类
必备可视化内容(4个):
  1. 波特五力模型图
  2. 市场份额饼图或柱状图
  3. 竞争定位矩阵(2x2)
  4. 战略群组图
关键数据点:
  • 前10家企业的市场份额
  • 竞争强度评级
  • 进入壁垒评估
  • 供应商/买方议价能力评估

Chapter 5: Customer Analysis & Segmentation (4-5 pages)

第5章:客户分析与细分(4-5页)

Content Requirements:
  • Customer segment definitions
  • Segment size and growth
  • Buying behavior analysis
  • Customer needs and pain points
  • Decision-making process
  • Value drivers by segment
Analysis Frameworks:
  • Customer Segmentation Matrix: Size vs Growth
  • Value Proposition Canvas: Jobs, Pains, Gains
  • Customer Journey Mapping: Awareness to Advocacy
Required Visuals (3):
  1. Customer segmentation breakdown (pie/treemap)
  2. Segment attractiveness matrix
  3. Customer journey or value proposition diagram
Key Data Points:
  • Segment sizes and percentages
  • Growth rates by segment
  • Average deal size / revenue per customer
  • Customer acquisition cost by segment

内容要求:
  • 客户细分定义
  • 细分市场规模与增长
  • 购买行为分析
  • 客户需求与痛点
  • 决策流程
  • 各细分市场的价值驱动因素
分析框架:
  • 客户细分矩阵:规模vs增长
  • 价值主张画布:任务、痛点、收益
  • 客户旅程映射:认知到拥护
必备可视化内容(3个):
  1. 客户细分拆解图(饼图/树形图)
  2. 细分市场吸引力矩阵
  3. 客户旅程或价值主张图
关键数据点:
  • 各细分市场规模与占比
  • 各细分市场增长率
  • 平均交易规模/每客户收入
  • 各细分市场的客户获取成本

Chapter 6: Technology & Innovation Landscape (4-5 pages)

第6章:技术与创新格局(4-5页)

Content Requirements:
  • Current technology stack
  • Emerging technologies
  • Innovation trends
  • Technology adoption curves
  • R&D investment analysis
  • Patent landscape
Analysis Frameworks:
  • Technology Readiness Assessment: TRL levels
  • Hype Cycle Positioning: Where technologies sit
  • Technology Roadmap: Evolution over time
Required Visuals (2):
  1. Technology roadmap diagram
  2. Innovation/adoption curve or hype cycle
Key Data Points:
  • R&D spending in the industry
  • Key technology milestones
  • Patent filing trends
  • Technology adoption rates

内容要求:
  • 当前技术栈
  • 新兴技术
  • 创新趋势
  • 技术采用曲线
  • 研发投资分析
  • 专利格局
分析框架:
  • 技术成熟度评估:TRL等级
  • ** hype周期定位**:技术所处阶段
  • 技术路线图:随时间的演变
必备可视化内容(2个):
  1. 技术路线图
  2. 创新/采用曲线或hype周期图
关键数据点:
  • 行业研发支出
  • 关键技术里程碑
  • 专利申请趋势
  • 技术采用率

Chapter 7: Regulatory & Policy Environment (3-4 pages)

第7章:监管与政策环境(3-4页)

Content Requirements:
  • Current regulatory framework
  • Key regulatory bodies
  • Compliance requirements
  • Upcoming regulatory changes
  • Policy trends
  • Impact assessment
Required Visuals (1):
  1. Regulatory timeline or framework diagram
Key Data Points:
  • Key regulations and effective dates
  • Compliance costs
  • Regulatory risks
  • Policy change probability

内容要求:
  • 当前监管框架
  • 关键监管机构
  • 合规要求
  • 即将到来的监管变化
  • 政策趋势
  • 影响评估
必备可视化内容(1个):
  1. 监管时间线或框架图
关键数据点:
  • 关键法规及其生效日期
  • 合规成本
  • 监管风险
  • 政策变化概率

Chapter 8: Risk Analysis (3-4 pages)

第8章:风险分析(3-4页)

Content Requirements:
  • Market risks
  • Competitive risks
  • Regulatory risks
  • Technology risks
  • Operational risks
  • Financial risks
  • Risk mitigation strategies
Analysis Frameworks:
  • Risk Heatmap: Probability vs Impact
  • Risk Register: Comprehensive risk inventory
  • Mitigation Matrix: Risk vs Mitigation strategy
Required Visuals (2):
  1. Risk heatmap (probability vs impact)
  2. Risk mitigation matrix
Key Data Points:
  • Top 10 risks with ratings
  • Risk probability scores
  • Impact severity scores
  • Mitigation cost estimates

内容要求:
  • 市场风险
  • 竞争风险
  • 监管风险
  • 技术风险
  • 运营风险
  • 财务风险
  • 风险缓解策略
分析框架:
  • 风险热图:可能性vs影响
  • 风险登记册:全面风险清单
  • 缓解矩阵:风险vs缓解策略
必备可视化内容(2个):
  1. 风险热图(可能性vs影响)
  2. 风险缓解矩阵
关键数据点:
  • 前10个风险及其评级
  • 风险可能性得分
  • 影响严重程度得分
  • 缓解成本估算

Strategic Recommendations (~10 pages)

战略建议(约10页)

Chapter 9: Strategic Opportunities & Recommendations (4-5 pages)

第9章:战略机会与建议(4-5页)

Content Requirements:
  • Opportunity identification
  • Opportunity sizing
  • Strategic options analysis
  • Prioritization framework
  • Detailed recommendations
  • Success factors
Analysis Frameworks:
  • Opportunity Attractiveness Matrix: Attractiveness vs Ability to Win
  • Strategic Options Framework: Build, Buy, Partner, Ignore
  • Priority Matrix: Impact vs Effort
Required Visuals (3):
  1. Opportunity matrix
  2. Strategic options framework
  3. Priority/recommendation matrix
Key Data Points:
  • Opportunity sizes
  • Investment requirements
  • Expected returns
  • Timeline to value

内容要求:
  • 机会识别
  • 机会规模测算
  • 战略选项分析
  • 优先级框架
  • 详细建议
  • 成功因素
分析框架:
  • 机会吸引力矩阵:吸引力vs获胜能力
  • 战略选项框架:自建、收购、合作、忽略
  • 优先级矩阵:影响vs投入
必备可视化内容(3个):
  1. 机会矩阵
  2. 战略选项框架
  3. 优先级/建议矩阵
关键数据点:
  • 机会规模
  • 投资要求
  • 预期回报
  • 价值实现时间线

Chapter 10: Implementation Roadmap (3-4 pages)

第10章:实施路线图(3-4页)

Content Requirements:
  • Phased implementation plan
  • Key milestones and deliverables
  • Resource requirements
  • Timeline and sequencing
  • Dependencies and critical path
  • Governance structure
Required Visuals (2):
  1. Implementation timeline/Gantt chart
  2. Milestone tracker or phase diagram
Key Data Points:
  • Phase durations
  • Resource requirements
  • Key milestones with dates
  • Budget allocation by phase

内容要求:
  • 分阶段实施计划
  • 关键里程碑与交付成果
  • 资源要求
  • 时间线与顺序
  • 依赖关系与关键路径
  • 治理结构
必备可视化内容(2个):
  1. 实施时间线/甘特图
  2. 里程碑追踪器或阶段图
关键数据点:
  • 各阶段时长
  • 资源要求
  • 带日期的关键里程碑
  • 各阶段预算分配

Chapter 11: Investment Thesis & Financial Projections (3-4 pages)

第11章:投资论点与财务预测(3-4页)

Content Requirements:
  • Investment summary
  • Financial projections
  • Scenario analysis
  • Return expectations
  • Key assumptions
  • Sensitivity analysis
Required Visuals (2):
  1. Financial projection chart (revenue, growth)
  2. Scenario analysis comparison
Key Data Points:
  • Revenue projections (3-5 years)
  • CAGR projections
  • ROI/IRR expectations
  • Key financial assumptions

内容要求:
  • 投资摘要
  • 财务预测
  • 场景分析
  • 回报预期
  • 核心假设
  • 敏感性分析
必备可视化内容(2个):
  1. 财务预测图(收入、增长)
  2. 场景分析对比图
关键数据点:
  • 收入预测(3-5年)
  • 复合年增长率预测
  • 投资回报率/内部收益率预期
  • 关键财务假设

Back Matter (~5 pages)

后页内容(约5页)

Appendix A: Methodology & Data Sources (1-2 pages)

附录A:方法论与数据来源(1-2页)

  • Research methodology
  • Data collection approach
  • Data sources and citations
  • Limitations and assumptions
  • 研究方法论
  • 数据收集方法
  • 数据来源与引用
  • 局限性与假设

Appendix B: Detailed Market Data Tables (2-3 pages)

附录B:详细市场数据表(2-3页)

  • Comprehensive market data tables
  • Regional breakdowns
  • Segment details
  • Historical data series
  • 全面的市场数据表
  • 区域拆解
  • 细分领域详情
  • 历史数据序列

Appendix C: Company Profiles (1-2 pages)

附录C:企业概况(1-2页)

  • Brief profiles of key competitors
  • Financial highlights
  • Strategic focus areas
  • 主要竞争对手的简要概况
  • 财务亮点
  • 战略聚焦领域

References/Bibliography

参考文献/书目

  • All sources cited
  • BibTeX format for LaTeX

  • 所有引用的来源
  • LaTeX的BibTeX格式

Workflow

工作流程

Phase 1: Research & Data Gathering

阶段1:研究与数据收集

Step 1: Define Scope
  • Clarify market definition
  • Set geographic boundaries
  • Determine time horizon
  • Identify key questions to answer
Step 2: Conduct Deep Research
Use
research-lookup
extensively to gather market data:
bash
undefined
步骤1:定义范围
  • 明确市场定义
  • 设置地理边界
  • 确定时间跨度
  • 识别需要解答的关键问题
步骤2:开展深度研究
大量使用
research-lookup
收集市场数据:
bash
undefined

Market size and growth data

市场规模与增长数据

python skills/research-lookup/scripts/research_lookup.py
"What is the current market size and projected growth rate for [MARKET] industry? Include TAM, SAM, SOM estimates and CAGR projections"
python skills/research-lookup/scripts/research_lookup.py
"What is the current market size and projected growth rate for [MARKET] industry? Include TAM, SAM, SOM estimates and CAGR projections"

Competitive landscape

竞争格局

python skills/research-lookup/scripts/research_lookup.py
"Who are the top 10 competitors in the [MARKET] market? What is their market share and competitive positioning?"
python skills/research-lookup/scripts/research_lookup.py
"Who are the top 10 competitors in the [MARKET] market? What is their market share and competitive positioning?"

Industry trends

行业趋势

python skills/research-lookup/scripts/research_lookup.py
"What are the major trends and growth drivers in the [MARKET] industry for 2024-2030?"
python skills/research-lookup/scripts/research_lookup.py
"What are the major trends and growth drivers in the [MARKET] industry for 2024-2030?"

Regulatory environment

监管环境

python skills/research-lookup/scripts/research_lookup.py
"What are the key regulations and policy changes affecting the [MARKET] industry?"

**Step 3: Data Organization**
- Create `sources/` folder with research notes
- Organize data by section
- Identify data gaps
- Conduct follow-up research as needed
python skills/research-lookup/scripts/research_lookup.py
"What are the key regulations and policy changes affecting the [MARKET] industry?"

**步骤3:数据整理**
- 创建`sources/`文件夹存储研究笔记
- 按章节组织数据
- 识别数据缺口
- 按需开展后续研究

Phase 2: Analysis & Framework Application

阶段2:分析与框架应用

Step 4: Apply Analysis Frameworks
For each framework, conduct structured analysis:
  • Market Sizing: TAM → SAM → SOM with clear assumptions
  • Porter's Five Forces: Rate each force High/Medium/Low with rationale
  • PESTLE: Analyze each dimension with trends and impacts
  • SWOT: Internal strengths/weaknesses, external opportunities/threats
  • Competitive Positioning: Define axes, plot competitors
Step 5: Develop Insights
  • Synthesize findings into key insights
  • Identify strategic implications
  • Develop recommendations
  • Prioritize opportunities
步骤4:应用分析框架
对每个框架开展结构化分析:
  • 市场规模测算:从TAM到SAM再到SOM,明确假设
  • 波特五力模型:对每个力量进行高/中/低评级并说明理由
  • PESTLE分析:分析每个维度的趋势与影响
  • SWOT分析:内部优势/劣势,外部机会/威胁
  • 竞争定位:定义坐标轴,标注竞争对手
步骤5:形成洞察
  • 将研究发现整合为核心洞察
  • 识别战略影响
  • 制定建议
  • 对机会进行优先级排序

Phase 3: Visual Generation

阶段3:可视化生成

Step 6: Generate All Visuals
Generate visuals BEFORE writing the report. Use the batch generation script:
bash
undefined
步骤6:生成所有可视化内容
在撰写报告前先生成可视化内容。使用批量生成脚本:
bash
undefined

Generate all standard market report visuals

生成所有标准市场报告可视化内容

python skills/market-research-reports/scripts/generate_market_visuals.py
--topic "[MARKET NAME]"
--output-dir figures/

Or generate individually:

```bash
python skills/market-research-reports/scripts/generate_market_visuals.py
--topic "[MARKET NAME]"
--output-dir figures/

或单独生成:

```bash

1. Market growth trajectory

1. 市场增长趋势图

python skills/scientific-schematics/scripts/generate_schematic.py
"Bar chart showing market growth from 2020 to 2034, with historical bars in dark blue (2020-2024) and projected bars in light blue (2025-2034). Y-axis shows market size in billions USD. Include CAGR annotation"
-o figures/01_market_growth.png --doc-type report
python skills/scientific-schematics/scripts/generate_schematic.py
"Bar chart showing market growth from 2020 to 2034, with historical bars in dark blue (2020-2024) and projected bars in light blue (2025-2034). Y-axis shows market size in billions USD. Include CAGR annotation"
-o figures/01_market_growth.png --doc-type report

2. TAM/SAM/SOM breakdown

2. TAM/SAM/SOM拆解图

python skills/scientific-schematics/scripts/generate_schematic.py
"TAM SAM SOM concentric circles diagram. Outer circle TAM Total Addressable Market, middle circle SAM Serviceable Addressable Market, inner circle SOM Serviceable Obtainable Market. Each labeled with acronym and description. Blue gradient"
-o figures/02_tam_sam_som.png --doc-type report
python skills/scientific-schematics/scripts/generate_schematic.py
"TAM SAM SOM concentric circles diagram. Outer circle TAM Total Addressable Market, middle circle SAM Serviceable Addressable Market, inner circle SOM Serviceable Obtainable Market. Each labeled with acronym and description. Blue gradient"
-o figures/02_tam_sam_som.png --doc-type report

3. Porter's Five Forces

3. 波特五力模型图

python skills/scientific-schematics/scripts/generate_schematic.py
"Porter's Five Forces diagram with center box 'Competitive Rivalry' connected to four surrounding boxes: Threat of New Entrants (top), Bargaining Power of Suppliers (left), Bargaining Power of Buyers (right), Threat of Substitutes (bottom). Color code by rating: High=red, Medium=yellow, Low=green"
-o figures/03_porters_five_forces.png --doc-type report
python skills/scientific-schematics/scripts/generate_schematic.py
"Porter's Five Forces diagram with center box 'Competitive Rivalry' connected to four surrounding boxes: Threat of New Entrants (top), Bargaining Power of Suppliers (left), Bargaining Power of Buyers (right), Threat of Substitutes (bottom). Color code by rating: High=red, Medium=yellow, Low=green"
-o figures/03_porters_five_forces.png --doc-type report

4. Competitive positioning matrix

4. 竞争定位矩阵

python skills/scientific-schematics/scripts/generate_schematic.py
"2x2 competitive positioning matrix with X-axis 'Market Focus (Niche to Broad)' and Y-axis 'Solution Approach (Product to Platform)'. Plot 8-10 competitors as labeled circles of varying sizes. Include quadrant labels"
-o figures/04_competitive_positioning.png --doc-type report
python skills/scientific-schematics/scripts/generate_schematic.py
"2x2 competitive positioning matrix with X-axis 'Market Focus (Niche to Broad)' and Y-axis 'Solution Approach (Product to Platform)'. Plot 8-10 competitors as labeled circles of varying sizes. Include quadrant labels"
-o figures/04_competitive_positioning.png --doc-type report

5. Risk heatmap

5. 风险热图

python skills/scientific-schematics/scripts/generate_schematic.py
"Risk heatmap matrix. X-axis Impact (Low to Critical), Y-axis Probability (Unlikely to Very Likely). Color gradient: Green (low risk) to Red (critical risk). Plot 10-12 risks as labeled points"
-o figures/05_risk_heatmap.png --doc-type report
python skills/scientific-schematics/scripts/generate_schematic.py
"Risk heatmap matrix. X-axis Impact (Low to Critical), Y-axis Probability (Unlikely to Very Likely). Color gradient: Green (low risk) to Red (critical risk). Plot 10-12 risks as labeled points"
-o figures/05_risk_heatmap.png --doc-type report

6. (Optional) Executive summary infographic

6. (可选)执行摘要信息图

python skills/generate-image/scripts/generate_image.py
"Professional executive summary infographic for market research report, modern data visualization style, blue and green color scheme, clean minimalist design"
--output figures/06_exec_summary.png
undefined
python skills/generate-image/scripts/generate_image.py
"Professional executive summary infographic for market research report, modern data visualization style, blue and green color scheme, clean minimalist design"
--output figures/06_exec_summary.png
undefined

Phase 4: Report Writing

阶段4:报告撰写

Step 7: Initialize Project Structure
Create the standard project structure:
writing_outputs/YYYYMMDD_HHMMSS_market_report_[topic]/
├── progress.md
├── drafts/
│   └── v1_market_report.tex
├── references/
│   └── references.bib
├── figures/
│   └── [all generated visuals]
├── sources/
│   └── [research notes]
└── final/
Step 8: Write Report Using Template
Use the
market_report_template.tex
as a starting point. Write each section following the structure guide, ensuring:
  • Comprehensive coverage: Every subsection addressed
  • Data-driven content: Claims supported by research
  • Visual integration: Reference all generated figures
  • Professional tone: Consulting-style writing
  • No token constraints: Write fully, don't abbreviate
Writing Guidelines:
  • Use active voice where possible
  • Lead with insights, support with data
  • Use numbered lists for recommendations
  • Include data sources for all statistics
  • Create smooth transitions between sections
步骤7:初始化项目结构
创建标准项目结构:
writing_outputs/YYYYMMDD_HHMMSS_market_report_[topic]/
├── progress.md
├── drafts/
│   └── v1_market_report.tex
├── references/
│   └── references.bib
├── figures/
│   └── [all generated visuals]
├── sources/
│   └── [research notes]
└── final/
步骤8:使用模板撰写报告
market_report_template.tex
为起点撰写报告。遵循结构指南撰写每个章节,确保:
  • 内容全面:覆盖所有子章节
  • 数据驱动:所有主张均有研究支持
  • 可视化集成:引用所有生成的图表
  • 专业语气:采用咨询风格写作
  • 无令牌限制:完整撰写,无需缩写
写作指南:
  • 尽可能使用主动语态
  • 先提出洞察,再用数据支撑
  • 建议使用编号列表
  • 所有统计数据均标注来源
  • 章节间过渡自然

Phase 5: Compilation & Review

阶段5:编译与审核

Step 9: Compile LaTeX
bash
cd writing_outputs/[project_folder]/drafts/
xelatex v1_market_report.tex
bibtex v1_market_report
xelatex v1_market_report.tex
xelatex v1_market_report.tex
Step 10: Quality Review
Verify the report meets quality standards:
  • Total page count is 50+ pages
  • All essential visuals (5-6 core + any additional) are included and render correctly
  • Executive summary captures key findings
  • All data points have sources cited
  • Analysis frameworks are properly applied
  • Recommendations are actionable and prioritized
  • No orphaned figures or tables
  • Table of contents, list of figures, list of tables are accurate
  • Bibliography is complete
  • PDF renders without errors
Step 11: Peer Review
Use the peer-review skill to evaluate the report:
  • Assess comprehensiveness
  • Verify data accuracy
  • Check logical flow
  • Evaluate recommendation quality

步骤9:编译LaTeX
bash
cd writing_outputs/[project_folder]/drafts/
xelatex v1_market_report.tex
bibtex v1_market_report
xelatex v1_market_report.tex
xelatex v1_market_report.tex
步骤10:质量审核
验证报告是否符合质量标准:
  • 总页数达到50页以上
  • 所有核心可视化内容(5-6个核心+额外按需生成的内容)均已包含且渲染正确
  • 执行摘要涵盖核心发现
  • 所有数据点均标注来源
  • 分析框架应用正确
  • 建议可落地且已排序
  • 无孤立图表或表格
  • 目录、图表列表、表格列表准确
  • 参考文献完整
  • PDF渲染无错误
步骤11:同行评审
使用peer-review技能评估报告:
  • 评估内容全面性
  • 验证数据准确性
  • 检查逻辑流畅性
  • 评估建议质量

Quality Standards

质量标准

Page Count Targets

页数目标

SectionMinimum PagesTarget Pages
Front Matter45
Market Overview45
Market Size & Growth57
Industry Drivers46
Competitive Landscape57
Customer Analysis35
Technology Landscape35
Regulatory Environment24
Risk Analysis24
Strategic Recommendations35
Implementation Roadmap24
Investment Thesis24
Back Matter45
TOTAL4366
章节最低页数目标页数
前页内容45
市场概述45
市场规模与增长57
行业驱动因素46
竞争格局57
客户分析35
技术格局35
监管环境24
风险分析24
战略建议35
实施路线图24
投资论点24
后页内容45
总计4366

Visual Quality Requirements

可视化质量要求

  • Resolution: All images at 300 DPI minimum
  • Format: PNG for raster, PDF for vector
  • Accessibility: Colorblind-friendly palettes
  • Consistency: Same color scheme throughout
  • Labeling: All axes, legends, and data points labeled
  • Source Attribution: Sources cited in figure captions
  • 分辨率:所有图片最低300 DPI
  • 格式:栅格图用PNG,矢量图用PDF
  • 可访问性:采用色盲友好配色方案
  • 一致性:全程使用相同配色方案
  • 标注:所有坐标轴、图例和数据点均标注清晰
  • 来源归因:在图注中标注来源

Data Quality Requirements

数据质量要求

  • Currency: Data no older than 2 years (prefer current year)
  • Sourcing: All statistics attributed to specific sources
  • Validation: Cross-reference multiple sources when possible
  • Assumptions: All projections state underlying assumptions
  • Limitations: Acknowledge data limitations and gaps
  • 时效性:数据不超过2年(优先使用当年数据)
  • 来源:所有统计数据均归因于特定来源
  • 验证:尽可能交叉引用多个来源
  • 假设:所有预测均说明底层假设
  • 局限性:明确说明数据局限性和缺口

Writing Quality Requirements

写作质量要求

  • Objectivity: Present balanced analysis, acknowledge uncertainties
  • Clarity: Avoid jargon, define technical terms
  • Precision: Use specific numbers over vague qualifiers
  • Structure: Clear headings, logical flow, smooth transitions
  • Actionability: Recommendations are specific and implementable

  • 客观性:呈现平衡分析,承认不确定性
  • 清晰度:避免行话,定义技术术语
  • 精确性:使用具体数字而非模糊表述
  • 结构:标题清晰、逻辑流畅、过渡自然
  • 可落地性:建议具体且可实施

LaTeX Formatting

LaTeX格式排版

Using the Style Package

使用样式包

The
market_research.sty
package provides professional formatting. Include it in your document:
latex
\documentclass[11pt,letterpaper]{report}
\usepackage{market_research}
market_research.sty
样式包提供专业排版格式。在文档中引入:
latex
\documentclass[11pt,letterpaper]{report}
\usepackage{market_research}

Box Environments

盒子环境

Use colored boxes to highlight key content:
latex
% Key insight box (blue)
\begin{keyinsightbox}[Key Finding]
The market is projected to grow at 15.3% CAGR through 2030.
\end{keyinsightbox}

% Market data box (green)
\begin{marketdatabox}[Market Snapshot]
\begin{itemize}
    \item Market Size (2024): \$45.2B
    \item Projected Size (2030): \$98.7B
    \item CAGR: 15.3%
\end{itemize}
\end{marketdatabox}

% Risk box (orange/warning)
\begin{riskbox}[Critical Risk]
Regulatory changes could impact 40% of market participants.
\end{riskbox}

% Recommendation box (purple)
\begin{recommendationbox}[Strategic Recommendation]
Prioritize market entry in the Asia-Pacific region.
\end{recommendationbox}

% Callout box (gray)
\begin{calloutbox}[Definition]
TAM (Total Addressable Market) represents the total revenue opportunity.
\end{calloutbox}
使用彩色盒子突出关键内容:
latex
% 核心洞察框(蓝色)
\begin{keyinsightbox}[Key Finding]
The market is projected to grow at 15.3% CAGR through 2030.
\end{keyinsightbox}

% 市场数据框(绿色)
\begin{marketdatabox}[Market Snapshot]
\begin{itemize}
    \item Market Size (2024): \$45.2B
    \item Projected Size (2030): \$98.7B
    \item CAGR: 15.3%
\end{itemize}
\end{marketdatabox}

% 风险框(橙色/警告)
\begin{riskbox}[Critical Risk]
Regulatory changes could impact 40% of market participants.
\end{riskbox}

% 建议框(紫色)
\begin{recommendationbox}[Strategic Recommendation]
Prioritize market entry in the Asia-Pacific region.
\end{recommendationbox}

% 标注框(灰色)
\begin{calloutbox}[Definition]
TAM (Total Addressable Market) represents the total revenue opportunity.
\end{calloutbox}

Figure Formatting

图表格式

latex
\begin{figure}[htbp]
\centering
\includegraphics[width=0.9\textwidth]{../figures/market_growth.png}
\caption{Market Growth Trajectory (2020-2030). Source: Industry analysis, company data.}
\label{fig:market_growth}
\end{figure}
latex
\begin{figure}[htbp]
\centering
\includegraphics[width=0.9\textwidth]{../figures/market_growth.png}
\caption{Market Growth Trajectory (2020-2030). Source: Industry analysis, company data.}
\label{fig:market_growth}
\end{figure}

Table Formatting

表格格式

latex
\begin{table}[htbp]
\centering
\caption{Market Size by Region (2024)}
\begin{tabular}{@{}lrrr@{}}
\toprule
\textbf{Region} & \textbf{Size (USD)} & \textbf{Share} & \textbf{CAGR} \\
\midrule
North America & \$18.2B & 40.3\% & 12.5\% \\
\rowcolor{tablealt} Europe & \$12.1B & 26.8\% & 14.2\% \\
Asia-Pacific & \$10.5B & 23.2\% & 18.7\% \\
\rowcolor{tablealt} Rest of World & \$4.4B & 9.7\% & 11.3\% \\
\midrule
\textbf{Total} & \textbf{\$45.2B} & \textbf{100\%} & \textbf{15.3\%} \\
\bottomrule
\end{tabular}
\label{tab:market_by_region}
\end{table}
For complete formatting reference, see
assets/FORMATTING_GUIDE.md
.

latex
\begin{table}[htbp]
\centering
\caption{Market Size by Region (2024)}
\begin{tabular}{@{}lrrr@{}}
\toprule
\textbf{Region} & \textbf{Size (USD)} & \textbf{Share} & \textbf{CAGR} \\
\midrule
North America & \$18.2B & 40.3\% & 12.5\% \\
\rowcolor{tablealt} Europe & \$12.1B & 26.8\% & 14.2\% \\
Asia-Pacific & \$10.5B & 23.2\% & 18.7\% \\
\rowcolor{tablealt} Rest of World & \$4.4B & 9.7\% & 11.3\% \\
\midrule
\textbf{Total} & \textbf{\$45.2B} & \textbf{100\%} & \textbf{15.3\%} \\
\bottomrule
\end{tabular}
\label{tab:market_by_region}
\end{table}
完整格式参考请见
assets/FORMATTING_GUIDE.md

Integration with Other Skills

与其他技能的集成

This skill works synergistically with:
  • research-lookup: Essential for gathering market data, statistics, and competitive intelligence
  • scientific-schematics: Generate all diagrams, charts, and visualizations
  • generate-image: Create infographics and conceptual illustrations
  • peer-review: Evaluate report quality and completeness
  • citation-management: Manage BibTeX references

本技能与以下技能协同工作:
  • research-lookup:收集市场数据、统计信息和竞争情报的核心工具
  • scientific-schematics:生成所有图表、图形和可视化内容
  • generate-image:创建信息图和概念插图
  • peer-review:评估报告质量和完整性
  • citation-management:管理BibTeX参考文献

Example Prompts

示例提示词

Market Overview Section

市场概述章节

Write a comprehensive market overview section for the [Electric Vehicle Charging Infrastructure] market. Include:
- Clear market definition and scope
- Industry ecosystem with key stakeholders
- Value chain analysis
- Historical evolution of the market
- Current market dynamics

Generate 2 supporting visuals using scientific-schematics.
Write a comprehensive market overview section for the [Electric Vehicle Charging Infrastructure] market. Include:
- Clear market definition and scope
- Industry ecosystem with key stakeholders
- Value chain analysis
- Historical evolution of the market
- Current market dynamics

Generate 2 supporting visuals using scientific-schematics.

Competitive Landscape Section

竞争格局章节

Analyze the competitive landscape for the [Cloud Computing] market. Include:
- Porter's Five Forces analysis with High/Medium/Low ratings
- Top 10 competitors with market share
- Competitive positioning matrix
- Strategic group mapping
- Barriers to entry analysis

Generate 4 supporting visuals including Porter's Five Forces diagram and positioning matrix.
Analyze the competitive landscape for the [Cloud Computing] market. Include:
- Porter's Five Forces analysis with High/Medium/Low ratings
- Top 10 competitors with market share
- Competitive positioning matrix
- Strategic group mapping
- Barriers to entry analysis

Generate 4 supporting visuals including Porter's Five Forces diagram and positioning matrix.

Strategic Recommendations Section

战略建议章节

Develop strategic recommendations for entering the [Renewable Energy Storage] market. Include:
- 5-7 prioritized recommendations
- Opportunity sizing for each
- Implementation considerations
- Risk factors and mitigations
- Success criteria

Generate 3 supporting visuals including opportunity matrix and priority framework.

Develop strategic recommendations for entering the [Renewable Energy Storage] market. Include:
- 5-7 prioritized recommendations
- Opportunity sizing for each
- Implementation considerations
- Risk factors and mitigations
- Success criteria

Generate 3 supporting visuals including opportunity matrix and priority framework.

Checklist: 50+ Page Validation

50页以上报告验证清单

Before finalizing the report, verify:
最终确定报告前,请验证以下内容:

Structure Completeness

结构完整性

  • Cover page with hero visual
  • Table of contents (auto-generated)
  • List of figures (auto-generated)
  • List of tables (auto-generated)
  • Executive summary (2-3 pages)
  • All 11 core chapters present
  • Appendix A: Methodology
  • Appendix B: Data tables
  • Appendix C: Company profiles
  • References/Bibliography
  • 带主可视化图的封面
  • 自动生成的目录
  • 自动生成的图表列表
  • 自动生成的表格列表
  • 执行摘要(2-3页)
  • 所有11个核心章节齐全
  • 附录A:方法论
  • 附录B:数据表
  • 附录C:企业概况
  • 参考文献/书目

Visual Completeness (Core 5-6)

可视化内容完整性(核心5-6个)

  • Market growth trajectory chart (Priority 1)
  • TAM/SAM/SOM diagram (Priority 2)
  • Porter's Five Forces (Priority 3)
  • Competitive positioning matrix (Priority 4)
  • Risk heatmap (Priority 5)
  • Executive summary infographic (Priority 6, optional)
  • 市场增长趋势图(优先级1)
  • TAM/SAM/SOM图(优先级2)
  • 波特五力模型图(优先级3)
  • 竞争定位矩阵(优先级4)
  • 风险热图(优先级5)
  • 执行摘要信息图(优先级6,可选)

Additional Visuals (Generate as Needed)

额外可视化内容(按需生成)

  • Market ecosystem diagram
  • Regional breakdown chart
  • Segment growth chart
  • Industry trends/PESTLE diagram
  • Market share chart
  • Customer segmentation chart
  • Technology roadmap
  • Regulatory timeline
  • Opportunity matrix
  • Implementation timeline
  • Financial projections chart
  • Other section-specific visuals
  • 市场生态系统图
  • 区域拆解图
  • 细分领域增长图
  • 行业趋势/PESTLE分析图
  • 市场份额图
  • 客户细分图
  • 技术路线图
  • 监管时间线
  • 机会矩阵
  • 实施时间线
  • 财务预测图
  • 其他章节特定可视化内容

Content Quality

内容质量

  • All statistics have sources
  • Projections include assumptions
  • Frameworks properly applied
  • Recommendations are actionable
  • Writing is professional quality
  • No placeholder or incomplete sections
  • 所有统计数据均标注来源
  • 预测包含假设说明
  • 框架应用正确
  • 建议可落地
  • 写作符合专业质量
  • 无占位符或未完成章节

Technical Quality

技术质量

  • PDF compiles without errors
  • All figures render correctly
  • Cross-references work
  • Bibliography complete
  • Page count exceeds 50

  • PDF编译无错误
  • 所有图表渲染正确
  • 交叉引用正常工作
  • 参考文献完整
  • 页数超过50页

Resources

资源

Reference Files

参考文件

Load these files for detailed guidance:
  • references/report_structure_guide.md
    : Detailed section-by-section content requirements
  • references/visual_generation_guide.md
    : Complete prompts for generating all visual types
  • references/data_analysis_patterns.md
    : Templates for Porter's, PESTLE, SWOT, etc.
加载以下文件获取详细指导:
  • references/report_structure_guide.md
    :分章节详细内容要求
  • references/visual_generation_guide.md
    :所有可视化内容的完整提示词
  • references/data_analysis_patterns.md
    :波特五力、PESTLE、SWOT等模型的模板

Assets

资源文件

  • assets/market_research.sty
    : LaTeX style package
  • assets/market_report_template.tex
    : Complete LaTeX template
  • assets/FORMATTING_GUIDE.md
    : Quick reference for box environments and styling
  • assets/market_research.sty
    :LaTeX样式包
  • assets/market_report_template.tex
    :完整LaTeX模板
  • assets/FORMATTING_GUIDE.md
    :盒子环境和样式快速参考

Scripts

脚本

  • scripts/generate_market_visuals.py
    : Batch generate all report visuals

  • scripts/generate_market_visuals.py
    :批量生成所有报告可视化内容

Troubleshooting

故障排除

Common Issues

常见问题

Problem: Report is under 50 pages
  • Solution: Expand data tables in appendices, add more detailed company profiles, include additional regional breakdowns
Problem: Visuals not rendering
  • Solution: Check file paths in LaTeX, ensure images are in figures/ folder, verify file extensions
Problem: Bibliography missing entries
  • Solution: Run bibtex after first xelatex pass, check .bib file for syntax errors
Problem: Table/figure overflow
  • Solution: Use
    \resizebox
    or
    adjustbox
    package, reduce image width percentage
Problem: Poor visual quality from generation
  • Solution: Use
    --doc-type report
    flag, increase iterations with
    --iterations 5

Use this skill to create comprehensive, visually-rich market research reports that rival top consulting firm deliverables. The combination of deep research, structured frameworks, and extensive visualization produces documents that inform strategic decisions and demonstrate analytical rigor.
问题:报告页数不足50页
  • 解决方案:扩展附录中的数据表,添加更详细的企业概况,补充更多区域拆解内容
问题:可视化内容未渲染
  • 解决方案:检查LaTeX中的文件路径,确保图片位于figures/文件夹中,验证文件扩展名
问题:参考文献缺失条目
  • 解决方案:第一次执行xelatex后运行bibtex,检查.bib文件的语法错误
问题:表格/图表溢出
  • 解决方案:使用
    \resizebox
    adjustbox
    包,降低图片宽度百分比
问题:生成的可视化内容质量不佳
  • 解决方案:使用
    --doc-type report
    参数,通过
    --iterations 5
    增加迭代次数

使用本技能创建全面、可视化丰富的市场研究报告,可媲美顶级咨询公司的交付成果。深度研究、结构化框架和丰富可视化的结合,产出的文档可为战略决策提供依据,展现分析严谨性。