Agent skill · research science · k-dense-ai
market-research-reports
Build evidence-traceable market research reports and assumption-driven market sizing or forecast scenarios. Use for market definition, industry and customer evidence, competitive landscapes, TAM/SAM/SOM reconciliation, forecast sensitivity, and auditable report scaffolds.
Why this skill is useful
Provides structured methodologies and templates for creating auditable market research reports that the AI wouldn't reliably generate on its own.
What it needs
About 7k tokens when loaded. Last updated 2026-08-03. 32,849 stars on the source repository.
What this skill does
Market Research Reports Purpose Create decision-focused market reports whose claims, calculations, assumptions, and uncertainties can be audited. Match depth and format to the question and evidence. There is no required length, chapter count, visual count, or output format. Do not: imitate or imply affiliation with a consulting, analyst, or research brand; invent citations, quotes, market shares, or paid-market figures; present TAM/SAM/SOM or a forecast as one certain truth; treat a framework, chart, or fluent narrative as evidence; provide investment, legal, antitrust, tax, accounting, or regulatory advice. Operating principles 1. Define before sizing. Fix product, customer, geography, channel, period, measure, unit, denominator, currency/base year, and taxonomy. 2. Map every claim. Every factual or quantitative claim has a claim ID and exact source IDs. 3. Separate statement types. Distinguish facts, estimates, calculations, forecasts, opinions, and recommendations. 4. Prefer primary evidence. Use official statistics, regulator records, filed company disclosures, and transparent original studies before secondary synthesis. 5. Preserve uncertainty. Retain source conflicts, revisions, scenario ranges, sensitivity, and limitations. 6. Keep methods reproducible. Use local structured inputs and deterministic calculations when practical. 7. Collect lawfully and ethically. No deception, PII disclosure, access circumvention, confidential material, or trade-secret acquisition. Workflow 1. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills k-dense-ai/market-research-reports