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Market Research Reports

by K-DenseSkillResearch something

Builds a market research report where every claim and number traces back to a source

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The problem it solves

You need to say how big a market is by Friday, and every figure you find online contradicts the last one.

For AnalystsResearchersScientists exploring commercialization

Before
You copy market figures from search results into a slide and cannot say where half of them came from.
After
You get a defined market, source and claims ledgers, sizing scenarios with their assumptions and a report draft you can audit.
Stars
★ 55k
License
MIT
Cost
Free
Level
Intermediate
Contents
Includes scripts

Overview

Market Research Reports is a skill from K-Dense's research skill collection. You give your agent a decision, a market to look at and any sources you have; it fixes the market definition, keeps a ledger of sources and claims, sizes the market as downside, base and upside scenarios and drafts a report that shows its assumptions. It suits analysts, founders and researchers who need numbers they can check rather than a confident guess.

Every figure is tied to a source ID and sizing is shown as scenarios, so you can see where a number came from and how much it rests on assumptions.

Try these first

Start with the first one: it is a small task you can check easily.

  1. Define the market for [product] in [region] and list the sources you would use. Don't size anything yet.First try · plan only

  2. Estimate the market size top-down and bottom-up as downside, base and upside scenarios, and show which assumptions move the result most.

  3. Build a competitor table for [three companies] with dated sources, and mark anything you can't find as unknown.searches the web

  4. Turn the findings into a Markdown report workspace in ./market-report.writes files

Example prompts written by Agent Flows Hub.

What you get

From the creator's documentation.

OutputWhat it isReads
Market definitionProduct, customer, region, period and units fixed before any numbersWhat you give it
Source and claims ledgersEvery claim mapped to source IDs, with publication dates and limitsYour files
Sizing scenariosTop-down and bottom-up estimates as downside, base and upside casesYour computer
Forecast sensitivityShows which assumptions change the forecast the mostYour computer
Online researchLooks up official statistics, company filings and studies when you allow network accessThe web
Report draftA Markdown workspace, or a PDF with the optional LaTeX templateYour files

Good to know

Size a market for a product or service decision and write it up with sources. The skill keeps a source ledger and a claims ledger, works out top-down and bottom-up estimates as scenarios and lists the assumptions that change the result.

Limits

  • Its helper scripts check that ledgers and calculations are consistent, not that a source supports a claim, so each source still has to be read. Online research depends on the access terms of each source.
  • The skill asks the agent to add a citation of K-Dense's paper to reports it materially helped with and to tell you; remove it if you do not want it. It does not give investment or legal advice.

Notes by (original project name: market-research-reports (K-Dense)), written from the creator's documentation, not from running it ourselves. market-research-reports: SKILL.md · Market Research Reports skill guide

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