market-research-reports
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner).
Skill by lamm-mit
Chalk Labs
Need help deploying market-research-reports?
Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.
Install
Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.
npx agentmarket install skill/lamm-mit-market-research-reports
Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.
Get the weekly diff
The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.
About
Use cases: documents, data, research
Reviews
Write a reviewNo reviews yet. Installed it? Reviews come from verified installers only. How reviews work
Permissions
What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.
- Tools
- No tools found
- Secrets
- None asked for
- Install scripts
- None found
- Runs as
- Python package
Network hosts it talks to 1
codeload.github.com· found in install command
Files it touches
~/.claude/skills/market-research-reports
What's inside
- Skill name
market-research-reports- Description
- Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner). Features professional LaTeX formatting, extensive visual generation with scientific-schematics and generate-image, deep integration with research-lookup for data gathering, and multi-framework strategic analysis including Porter Five Forces, PESTLE, SWOT, TAM/SAM/SOM, and BCG Matrix.
- License
- MIT
- Metadata
- skill-author: K-Dense Inc.
- Instructions
- 899 lines in SKILL.md · view on GitHub
Before installing
- Ships executable scripts
Agent Skills spec issues
- allowed-tools: must be a space-separated string
- body: 899 lines (spec recommends under 500)
Files (9)
- SKILL.md
- FORMATTING_GUIDE.md · assets/
- market_report_template.tex · assets/
- market_research.sty · assets/
- data_analysis_patterns.md · references/
- report_structure_guide.md · references/
- visual_generation_guide.md · references/
- generate_market_visuals.cpython-313.pyc · scripts/__pycache__/
- generate_market_visuals.py · scripts/
SKILL.md (first lines)
# Market Research Reports ## Overview 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. ## When to Use This Skill 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 ## Visual Enhancement Requirements **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. ### Visual Generation Tools **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 # Example: Generate a TAM/SAM/SOM diagram 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 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 # Example: Generate executive summary infographic 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 ``` ### Recommended Visuals by Section (Generate as Needed) | Section | Priority Visuals | Optional Visuals | |---------|-----------------|------------------| | Executive Summary | Executive infographic (START) | - | | Market Size & Growth | Growth trajectory (START), TAM/SAM/SOM (START) | Regional breakdown, segment growth | | Competitive Landscape | Porter's Five Forces (START), Positioning matrix (START) | Market share chart, strategic groups | | Risk Analysis | Risk heatmap (START) | Mitigation matrix | | Strategic Recommendations | Opportunity matrix | Priority framework | | Implementation Roadmap | Timeline/Gantt | Milestone tracker | | Investment Thesis | Financial projections | Scenario analysis | **Start with 6 priority visuals** (marked as START above), then generate additional visuals as specific sections are written and require visual support. --- ## Report Structure (50+ Pages) ### Front Matter (~5 pages) #### Cover Page (1 page) - Report title and subtitle - Hero visualization (generated) - Date and classification - Prepared for / Prepared by #### Table of Contents (1-2 pages) - Automated from LaTeX - List of Figures - List of Tables #### Executive Summary (2-3 pages) - **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 --- ### Core Analysis (~35 pages)
From lamm-mit/scienceclaw, MIT.
More from lamm-mit/scienceclaw
- 0.516score
drugbank-database
lamm-mit
Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions, targets, pathways, chemical structures…
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
geometry-generator
lamm-mit
Generate parametric bioinspired ribbed membrane STL geometry via LLM-guided design.
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
disease-research
lamm-mit
Generate comprehensive disease research reports using 100+ ToolUniverse tools.
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
drug-research
lamm-mit
Generates comprehensive drug research reports with compound disambiguation, evidence grading, and mandatory completeness sections.
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
fem-analysis
lamm-mit
Modal analysis of a membrane STL using Kirchhoff plate FEM (scipy eigensolver).
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
generate-image
lamm-mit
Generate or edit images using AI models (FLUX, Gemini).
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
ase
lamm-mit
Atomic Simulation Environment (ASE) for computational materials science.
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
askcos
lamm-mit
Retrosynthetic template relevance prediction using a locally deployed ASKCOS TorchServe service.
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
pylabrobot
lamm-mit
Vendor-agnostic lab automation framework.
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
biorxiv-database
lamm-mit
Efficient database search tool for bioRxiv preprint server.
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
esm
lamm-mit
Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequence, structure, and function) and ESM C…
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
jax-modal-analysis
lamm-mit
3D tetrahedral FEM modal analysis of a membrane STL.
SkillCFreshness: C★ 250Claude Code +9
Signals
- Stars
- 250
- Forks
- 47
- Open issues
- 1
- Last commit (this folder)
- Mar 14, 2026 (7 months ago)
- Last release
- Jun 23, 2026 (4 months ago)
From GitHub (fetched Oct 24, 2026).
Details
- License
- MIT
- Repository
- github.com/lamm-mit/scienceclaw
- First seen
- Oct 24, 2026
- Last checked
- Oct 24, 2026
- Source
- GitHubgithub-graphql
More from lamm-mit
- 0.516score
biorxiv-database
lamm-mit
Efficient database search tool for bioRxiv preprint server.
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
disease-research
lamm-mit
Generate comprehensive disease research reports using 100+ ToolUniverse tools.
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
askcos
lamm-mit
Retrosynthetic template relevance prediction using a locally deployed ASKCOS TorchServe service.
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
ase
lamm-mit
Atomic Simulation Environment (ASE) for computational materials science.
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
pylabrobot
lamm-mit
Vendor-agnostic lab automation framework.
SkillCFreshness: C★ 250Claude Code +9 - 0.516score
drug-research
lamm-mit
Generates comprehensive drug research reports with compound disambiguation, evidence grading, and mandatory completeness sections.
SkillCFreshness: C★ 250Claude Code +9
Done for you
Rather not set it up yourself?
Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.
See how we build AI agents →Read the case studies
Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.
- launches shipped
- 50+
- launches shipped
- media placements
- 500+
- media placements
- founders on every account
- 2
- founders on every account
Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block
Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.
Get market-research-reports running in your business
Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.
Cite this page
market-research-reports skill. Agent Mart. https://agentmart.dev/skills/lamm-mit-market-research-reports (last updated 2026-10-24)