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Agent skill

Market Research Reports

by foryourhealth111-pixel in foryourhealth111-pixel/Vibe-Skills

Produces long consulting-style market research and industry reports covering market sizing, competitive landscape, market entry and investment theses.

MITAuto-check: notesBusiness, Finance & HR

Install Market Research Reports

skills CLI
$ npx skills add foryourhealth111-pixel/Vibe-Skills --skill market-research-reports -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install foryourhealth111-pixel/Vibe-Skills market-research-reports --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/foryourhealth111-pixel/Vibe-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/bundled/skills/market-research-reports .claude/skills/market-research-reports && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
market-research-reports
GitHub stars
3.6k
Token cost
~2.5k tokens
SKILL.md length
993 words
Files
8 (incl. scripts, references, assets)
Skills in repo
81
Repo updated
First seen
Licence
MIT

At a glance

Produces long consulting-style market research and industry reports covering market sizing, competitive landscape, market entry and investment theses.

  • Works in 6 steps: Define Scope → Gather Source Evidence → Build the Analysis → …
  • Writing an industry or market research report for strategic planning
  • SKILL.md covers Overview, Routing Boundary, When to Use This Skill and Workflow, plus 5 more sections
  • Runs Python scripts from its folder

What it does

This skill produces long, consulting-style market research and industry reports: market sizing, competitive landscape, market entry, due diligence and investment-thesis documents. Reports are designed to run past 50 pages, with visuals for the core market, competitive, risk and roadmap sections planned before drafting, and market claims tied to cited public, company, industry or government sources.

Analysis draws on frameworks such as Porter's Five Forces, PESTLE, SWOT, the BCG matrix and TAM/SAM/SOM, and ends in recommendations with an implementation roadmap. The workflow starts by fixing scope: target market, geography, customer segment, time horizon and which segments are in or out. Output is usually Markdown, or LaTeX and PDF when a deliverable is requested, using the bundled market_research.sty and market_report_template.tex; reference notes cover report structure, data analysis patterns and visual generation, and a script, generate_market_visuals.py, supports the visuals.

It is not meant for scientific reports or papers, LaTeX manuscript or submission builds, SEC filing extraction, FRED series, Treasury fiscal data, Data Commons queries or biomedical literature work.

When your agent uses it

  • Writing an industry or market research report for strategic planning
  • Sizing a market with TAM, SAM and SOM
  • Comparing a competitive landscape for investment or due diligence
  • Evaluating a market entry opportunity with recommendations and a roadmap
  • Building a business case for a new product launch

Example prompts

  • “Write a market research report on the European electric bike market with a TAM, SAM and SOM breakdown.”
  • “Prepare a competitive landscape analysis of project management software for an investment memo.”
  • “Create a market entry assessment for launching a meal-kit service in Canada, including a roadmap.”
  • “Draft due diligence market materials for an acquisition in the logistics software space.”

Requirements

  • Python to run scripts/generate_market_visuals.py
  • A LaTeX toolchain for PDF reports
  • Pre-approved tools (allowed-tools): Read, Write, Edit, Bash

Workflow steps

6 steps, taken from the step headings in SKILL.md.

  1. Define Scope
  2. Gather Source Evidence
  3. Build the Analysis
  4. Plan Visuals
  5. Draft the Report
  6. Compile and Review

What it can do on your machine

Read from SKILL.md and the folder at commit ddcaa2a. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves these tools, so the agent can use them without asking each time:

    • Read
    • Write
    • Edit
    • Bash

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Ships 1 file in scripts/ (Python), which the agent can run.

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    No URLs in SKILL.md.

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Market Research Reports loads about 2.5k tokens when it runs, and up to ~22k if it reads all its reference files. Until then it costs about 114 tokens; SKILL.md has 993 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~114
When it runs · the whole SKILL.md, loaded when a task matches
~2.5k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~22k

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check: notes

The automated check noted patterns worth knowing about, such as sudo or a known installer.

  • NotePre-approves every shell command (allowed-tools: Bash)SKILL.md
    allowed-tools: Read, Write, Edit, Bash

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); the scripts in this folder are not scanned.

SKILL.md

The full file from foryourhealth111-pixel/Vibe-Skills at commit ddcaa2a, republished under its MIT licence (© foryourhealth111-pixel). 993 words, ~2,471 tokens.

Download SKILL.mdSave it as .claude/skills/market-research-reports/SKILL.md (or your agent's skills folder). This skill also uses 7 other files; get the full folder from GitHub.
name
market-research-reports
description
Generate comprehensive market research reports and industry/competitive analysis in the style of top consulting firms. Use for market sizing, competitive landscape, market entry, investment thesis, strategic recommendations, and consulting-style business reports. Do not use for scientific reports, paper writing, LaTeX submission/PDF builds, EDGAR/FRED/Treasury/Data Commons data retrieval, or biomedical literature evidence work.
allowed-tools
Read, Write, Edit, Bash
license
MIT license
metadata.skill-author
K-Dense Inc.

Market Research Reports

Overview

Market research reports are strategic documents for analyzing industries, markets, and competitive landscapes. They support business decisions, investment theses, due diligence, market entry, product strategy, and executive planning.

Key Features:

  • Comprehensive length: Reports are designed to be 50+ pages with no token constraints
  • Visual-rich content: Plan the core market, competitive, risk, and roadmap visuals before drafting
  • Data-driven analysis: Ground market claims in cited public, company, industry, and government sources
  • 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: A professional market-report package, usually Markdown or LaTeX/PDF when the task asks for a deliverable document. Use the bundled assets/market_research.sty and assets/market_report_template.tex when a LaTeX report is appropriate.

Routing Boundary

Use this skill for market research report, industry report, competitive analysis, market sizing, market entry, due diligence, investment thesis, and consulting-style strategic report tasks.

Do not use this skill for:

  • Scientific reports, technical reports, IMRAD papers, or experimental results reports
  • LaTeX manuscript construction, submission PDF builds, journal templates, or paper packaging
  • EDGAR/SEC filings, 10-K/10-Q/XBRL/13F extraction
  • FRED macro time series
  • U.S. Treasury Fiscal Data, national debt, federal spending, or deficit queries
  • Data Commons statistical graph queries
  • PubMed, ClinicalTrials.gov, biomedical evidence tables, or literature reviews

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 such as TAM/SAM/SOM
  • Evaluating market entry opportunities
  • Preparing due diligence materials for M&A activities
  • Developing go-to-market strategy documentation
  • Analyzing regulatory and policy impacts on markets
  • Building business cases for new product launches

Workflow

1. Define Scope
  • Define the target market, geography, customer segment, and time horizon.
  • State included and excluded segments.
  • Identify the decisions the report must support.
  • Capture assumptions that cannot be verified directly.
2. Gather Source Evidence

Gather market data from relevant public, company, government, industry association, and academic sources. Store source notes under sources/, record citations, and mark unsupported claims as assumptions.

Recommended source categories:

  • Company filings, investor presentations, earnings transcripts, and annual reports
  • Government statistics and regulatory publications
  • Industry association reports and market datasets
  • Academic or technical studies for technology adoption, cost curves, and risk context
  • Credible news and analyst commentary when primary data is unavailable
3. Build the Analysis

Apply only the frameworks that fit the report question:

  • Market Sizing: TAM, SAM, SOM with explicit assumptions
  • Porter's Five Forces: supplier power, buyer power, new entrants, substitutes, rivalry
  • PESTLE: political, economic, social, technological, legal, environmental forces
  • SWOT: strengths, weaknesses, opportunities, threats
  • Competitive Positioning: competitor clusters, positioning axes, and market share
  • Risk Heatmap: probability, impact, mitigation owner, and time horizon
4. Plan Visuals

Market research reports should include key visual content. Plan 6 essential visuals at the start, then add only the visuals required by the report's actual sections.

Use the repository's available figure-generation or plotting approach for the current execution environment. Do not route to, invoke, or inline another skill from inside this skill document. Treat visual creation as part of this market-report deliverable, not as an auxiliary expert call.

Recommended starting visuals:

  • Market growth trajectory chart
  • TAM/SAM/SOM breakdown diagram
  • Porter's Five Forces diagram
  • Competitive positioning matrix
  • Risk heatmap
  • Executive summary infographic or dashboard
5. Draft the Report

Write insight-first prose. Each section should start with the conclusion, then support it with evidence, assumptions, and uncertainty. Avoid unsupported market-size claims and vague growth language.

6. Compile and Review

For LaTeX outputs, compile from the report project folder and verify that figures, references, tables, and page breaks render correctly. For Markdown outputs, verify internal links, table formatting, and image paths.

Show full SKILL.md (383 more words)Show less

Report Structure

Front Matter
  • Cover page
  • Table of contents
  • List of figures and tables if the report is long
  • Executive summary
Executive Summary

Include:

  • Market snapshot
  • Investment thesis or strategic answer
  • Top findings
  • Recommended actions
  • Key uncertainties and evidence gaps
Market Overview

Include:

  • Market definition and boundaries
  • Industry ecosystem
  • Value chain
  • Customer and buyer structure
  • Historical development
Market Size and Growth

Include:

  • Current market size with source attribution
  • Historical growth
  • Forward projection with assumptions
  • Regional and segment breakdowns
  • TAM/SAM/SOM model where useful
Competitive Landscape

Include:

  • Market structure
  • Major player profiles
  • Market share or relative positioning
  • Barriers to entry
  • Competitive dynamics
  • Positioning matrix when useful

Include:

  • Technology shifts
  • Regulatory and policy changes
  • Customer behavior changes
  • Macroeconomic factors
  • Adoption barriers and catalysts
Risks

Include:

  • Market risks
  • Competitive risks
  • Regulatory risks
  • Technology risks
  • Operational risks
  • Mitigation options
Recommendations

Include:

  • Prioritized strategic actions
  • Rationale and evidence
  • Expected benefits
  • Dependencies
  • Timeline and milestones
  • Metrics for success
Appendices

Include:

  • Methodology
  • Assumption table
  • Data tables
  • Source list
  • Company profiles

LaTeX Formatting

When producing a LaTeX report, start from assets/market_report_template.tex and include the bundled style package:

latex
\documentclass[11pt,letterpaper]{report}
\usepackage{market_research}

Use boxed environments for executive summary findings, market snapshots, risks, and recommendations:

latex
\begin{keyinsightbox}[Key Finding]
The market is projected to grow at 15.3\% CAGR through 2030 under the base-case assumptions.
\end{keyinsightbox}

\begin{marketdatabox}[Market Snapshot]
\begin{itemize}
    \item Market Size: \$45.2B
    \item Projected Size: \$98.7B
    \item CAGR: 15.3\%
\end{itemize}
\end{marketdatabox}

\begin{riskbox}[Critical Risk]
Regulatory changes could alter near-term adoption assumptions.
\end{riskbox}

\begin{recommendationbox}[Strategic Recommendation]
Prioritize the segment with the strongest growth, margin, and execution fit.
\end{recommendationbox}

Figure example:

latex
\begin{figure}[htbp]
\centering
\includegraphics[width=0.9\textwidth]{../figures/market_growth.png}
\caption{Market Growth Trajectory. Source: report analysis and cited market data.}
\label{fig:market_growth}
\end{figure}

Quality Standards

Evidence Quality
  • Every statistic has a source or is labeled as an assumption
  • Projections state base-case assumptions and limitations
  • Primary sources are preferred over secondary summaries
  • Conflicting data is called out instead of silently averaged
Visual Quality
  • Charts answer a specific business question
  • Axes, units, dates, and sources are labeled
  • Colors are consistent and readable
  • Figures are referenced in the text
Writing Quality
  • Lead with the answer
  • Separate facts, assumptions, and recommendations
  • Use specific numbers when defensible
  • State uncertainty plainly
  • Keep recommendations actionable

Checklist

Before finalizing the report, verify:

  • Scope and exclusions are explicit
  • Executive summary answers the business question
  • Market size and growth claims cite sources
  • Competitive claims cite evidence
  • Frameworks are used only where they add clarity
  • Visuals render and are cited
  • Recommendations include owner, timing, and evidence
  • Bibliography or source list is complete
  • PDF or Markdown output opens correctly

Resources

Reference files:

  • references/report_structure_guide.md: section-by-section content requirements
  • references/visual_generation_guide.md: visual planning prompts and chart guidance
  • references/data_analysis_patterns.md: templates for Porter's, PESTLE, SWOT, and related frameworks

Assets:

  • assets/market_research.sty: LaTeX style package
  • assets/market_report_template.tex: report template
  • assets/FORMATTING_GUIDE.md: formatting reference

Script:

  • scripts/generate_market_visuals.py: optional batch helper for standard market report visuals

© foryourhealth111-pixel, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

SKILL.md and 7 other files (scripts, references, assets) in bundled/skills/market-research-reports of foryourhealth111-pixel/Vibe-Skills.

  • SKILL.md
  • assets/FORMATTING_GUIDE.md
  • assets/market_report_template.tex
  • assets/market_research.sty
  • references/data_analysis_patterns.md
  • references/report_structure_guide.md
  • references/visual_generation_guide.md
  • scripts/generate_market_visuals.py

Open the folder on GitHubat commit ddcaa2a

Compare with similar skills

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Market Research Analysismanojbajaj95/claude-gtm-plugin105—~2.6kAutomated safety check: PassMIT
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Works with

Categories

Questions about Market Research Reports

What does Market Research Reports do?

Produces long consulting-style market research and industry reports covering market sizing, competitive landscape, market entry and investment theses. This skill produces long, consulting-style market research and industry reports: market sizing, competitive landscape, market entry, due diligence and investment-thesis documents. Reports are designed to run past 50 pages, with visuals for the core market, competitive, risk and roadmap sections planned before drafting, and market claims tied to cited public, company, industry or government sources.

When should I use Market Research Reports?

Market Research Reports fits situations like: writing an industry or market research report for strategic planning; sizing a market with TAM, SAM and SOM; comparing a competitive landscape for investment or due diligence; evaluating a market entry opportunity with recommendations and a roadmap.

How do I install Market Research Reports in Claude Code?

Run `npx skills add foryourhealth111-pixel/Vibe-Skills --skill market-research-reports -a claude-code`. Or copy the skill folder (bundled/skills/market-research-reports in foryourhealth111-pixel/Vibe-Skills) into .claude/skills/market-research-reports in your project. Claude Code loads it when a task matches its description.

How do I install Market Research Reports in Codex?

Run `npx skills add foryourhealth111-pixel/Vibe-Skills --skill market-research-reports -a codex`. Or copy the skill folder (bundled/skills/market-research-reports in foryourhealth111-pixel/Vibe-Skills) into .agents/skills/market-research-reports in your project. Codex loads it when a task matches its description.

Can I use Market Research Reports in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add foryourhealth111-pixel/Vibe-Skills --skill market-research-reports -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/market-research-reports, .gemini/skills/market-research-reports, .github/skills/market-research-reports and .opencode/skills/market-research-reports in your project.

What does Market Research Reports need to run?

Going by SKILL.md and its folder, Market Research Reports needs Python for the scripts in its folder. Our summary lists: Python to run scripts/generate_market_visuals.py; A LaTeX toolchain for PDF reports. Its frontmatter pre-approves these tools: Read, Write, Edit, Bash.

Does Market Research Reports access the network?

SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.

Is Market Research Reports safe to install?

Our automated static check of SKILL.md found notes only (pre-approves every shell command (allowed-tools: bash)), nothing it rates as a warning. It is not a guarantee. The check reads SKILL.md only: the scripts in the folder are not scanned, so read them before running anything.

What licence does Market Research Reports use?

Market Research Reports is published under the MIT licence (declared in SKILL.md). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Market Research Reports use?

About 2.5k tokens (SKILL.md is roughly 9.9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 20k tokens, read only when the agent opens those files.

What are the alternatives to Market Research Reports?

Skills that share tags, products or a category with Market Research Reports: Market Research Reports (K-Dense-AI/claude-scientific-writer, 2.4k stars), Market Research Analysis (manojbajaj95/claude-gtm-plugin, 105 stars), Market Research (thatrebeccarae/claude-marketing, 161 stars) and Anygen Doc (LeoYeAI/openclaw-master-skills, 2.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Market Research Reports?

foryourhealth111-pixel (a GitHub user) maintains it in foryourhealth111-pixel/Vibe-Skills, which has 3,627 GitHub stars. The repository holds 81 skills in this directory. The repository was last updated on August 31, 2026.

Source: foryourhealth111-pixel/Vibe-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.