TEXT
COMMERCIAL
RAW
Pick a skill you have, write numbered steps a beginner could follow, include what usually goes wrong and how to avoid it, and type at least 150 words with paste disabled. Guides that read as generic web content, skip steps obvious to an expert, or fall under 150 words are refused; one guide per contributor, from a global base strongest in Southeast Asia, the United States and Europe, so expect skills from cooking and repair to trades and office work. WikiHow is CC BY-NC-SA, so the main scraped how-to corpora are non-commercial, and generic by construction. The failure-mode step is what published guides omit, and that tacit layer is what instruction-following and procedural-reasoning models lack.
Volume
5,000+
Guides
Contributors
5,000+
Regions
100+ countries
Updated
What’s in the collection and how it’s delivered.
Data modality
Text
Annotated
Raw (no labels)
Exclusivity
Non-exclusive rights
Capture tool
Typed in the Kled app (no pasting)
Use cases
Procedural reasoning and instruction following, how-to generation with failure modes, licensed how-to text
Format
Plain text
Resolution
Plain text, UTF-8
Total volume
5,000+ guides (approx. 25 MB)
Regions
100+ countries
Purity level
99%+ passed QA review
Where this data comes from and how it’s licensed.
Every file comes straight from the contributor who provided it and is rights-cleared before it’s listed, so your license traces back to the source.
Contributor
Provides the data and uploads it straight to Kled.
Kled
Clears the rights before anything is listed.
Your team
Licenses it under the terms below.
License terms
Non-exclusive commercial training license.
Consent
Each contributor opted in to this use when they uploaded.
Specs reflect the current collection and may change as new data is added. Final terms are set in your license agreement.



