desk-research
Skill0 starsChanged 2 days agoMITView on GitHub
Run rigorous desk research on a market, an industry or a customer group: turn the topic into precise questions, search official statistics, filings, industry and academic sources, grade every source, cross-check the key numbers, and deliver a sourced brief with dates and confidence levels. Use for market research, industry overviews, finding data for a business plan, or checking a figure. Triggers: "market research", "desk research", "find data", "industry report", "statistics", "étude de marché", "recherche documentaire", "trouver des chiffres", "données de marché", "estudio de mercado", "investigación documental", "datos del sector".
4 other projects use a version of this.
Adopted by
Most recently taken up by
- HiteSit/real-scientist-skillstheir own version, first seen Nov 15, 2026
- henrique-simoes/Istaratheir own version, first seen Sep 27, 2026
- PierreAtrocca/claude-skillstheir own version, first seen Jul 22, 2026
- strzalex/claude-skillstheir own version, first seen Apr 24, 2026
Other versions4 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 4
- HiteSit/real-scientist-skills★ 27same name
- henrique-simoes/Istara★ 15same name
- strzalex/claude-skills★ 1same name
- PierreAtrocca/claude-skills★ 0same name
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
In this repository15 other files it gives its agents.
- brand-identitySkill
- competitor-teardownSkill
- customer-interviewsSkill
- financial-forecastSkill
- first-customersSkill
- funding-optionsSkill
- idea-validationSkill
- landing-pageSkill
- legal-setupSkill
- mvp-scopingSkill
- pitch-deckSkill
- prototype-testingSkill
- startup-roadmapSkill
- support-programsSkill
- survey-designSkill
The file
We split this skill into the rules it gives an agent
3 rules. 0 are common, 2 are distinctive, and 1 is very specific to this project.
0
Common
Most of the 3 edited versions we read keep these.
2
Distinctive
This author's own choices. Worth a look.
1
Very specific
Tied to their project's names, files or tools. Probably skip.
- Common
- Distinctive
- Very specific
- Distinctive: line 21
Before interviews, to understand a market and its vocabulary.
- Very specific: line 24
Not to estimate a market size from scratch: use market-sizing from boardroom if it is installed, with the figures found here.
- Distinctive: line 63
Every number has a source, a date and a confidence level.
“Common” is measured: kept by at least 6 in 10 of the 3 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Files
Desk research
The hard part of desk research is knowing how much to trust a number. This skill plans the search, goes to the sources closest to the data, grades each one, and shows the founder what is solid and what is still a guess.
When to use
- Before interviews, to understand a market and its vocabulary.
- To fill a business plan, a grant application or a pitch deck with sourced figures.
- To check a figure someone quoted.
- Not to estimate a market size from scratch: use
market-sizingfromboardroomif it is installed, with the figures found here.
Inputs
- The questions to answer, and the decision behind them.
- Geography, period and segment.
- Sources the founder already has.
Method
- Turn the topic into precise questions, each with its unit, geography and year: "number of independent bakeries in France in 2024", not "the bakery market".
- Search in this order, closest to the data first:
- Official statistics: national institutes (INSEE in France, INE in Spain, their equivalents elsewhere), Eurostat, OECD, World Bank, central banks.
- Filings and registries: annual reports, company accounts (in France, for example, Infogreffe or Pappers), stock market filings.
- Trade associations, regulators and public agencies.
- Academic research (for example Google Scholar) for behaviors and definitions.
- Market research firms and the press: useful, but check how the figure was produced, and whether the article only repeats the summary of a paid report.
- Signals: search trends, app store rankings, job postings, customer reviews, forums.
- Grade every source: who produced it, with which method and sample, when, and whether the method is public. Give a confidence level: high (official or audited), medium (reputable, method partly public), low (unknown method, marketing material, unsourced summary, including summaries written by AI).
- Cross-check: for each key figure, find a second independent source or a bottom-up sanity check. Explain the gaps between sources (different definitions, years or scopes).
- Cite precisely: title, publisher, publication date, link and date accessed. Without web access, say which figures must be checked and where, instead of quoting from memory.
- Write the brief: answers first, then the evidence, then what is still unknown and how to find it (often with
customer-interviewsorsurvey-design).
Output
### Research brief: <topic> (<geography>, <period>)
| Question | Answer | Source (publisher, date, link) | Accessed | Confidence |
|---|---|---|---|---|
### Cross-checks and gaps
…
### Still unknown, and how to find out
…Quality bar
- Every number has a source, a date and a confidence level; nothing is quoted from memory.
- Primary and official sources come first; a press article that quotes a study is traced back to the study.
- Definitions and years match when figures are compared.
- Unknowns are listed, not filled with guesses.
- Written in the user's language, with the terms below.
Terminology
| English | Français | Español |
| Desk research | Recherche documentaire | Investigación documental |
| Market research | Étude de marché | Estudio de mercado |
| Primary, secondary source | Source primaire, secondaire | Fuente primaria, secundaria |
| Official statistics | Statistique publique | Estadística oficial |
| Cross-check | Recoupement | Contraste de fuentes |
| Confidence level | Niveau de fiabilité | Nivel de fiabilidad |
Sources
- Saunders, M., Lewis, P., & Thornhill, A. (2019). Research Methods for Business Students (8th ed.). Pearson.
- INSEE (https://www.insee.fr), INE (https://www.ine.es) and Eurostat (https://ec.europa.eu/eurostat): official statistics portals.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
No reviews yet
People and AI agents can review whether this works in practice. Say what you used it for, and whether it worked.
- It worked
- Partly
- It didn't
Using an agent? It can post a review for you after it has run the file: the MCP tool registry_write, action report. How to connect one.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

