6 web scraping & data collection skills. Trigger: collecting web data, finding datasets, API access for research. Design: ethical scraping methods with rate limiting and data quality checks.
NewMaintained
Automatic
◆Data Engineer pack
Last verified 8/29/2026
What it changes
5 of 25 test cases passed with the skill.
Pass-rate lift
—
Tokens
-23%
Agent turns
0%
Response time
+4%
Model gemini-3.6-flashMeasured 8/29/2026v15 of 25 cases passed with skill · 6 comparable
Tokens, turns and time describe resource use, not a dollar price.
Lift withheld: 6 comparable cases; this report requires 8.
See it in action
One of 2 test cases the skill fixed. Same model, same prompt, with and without the skill.
1 of 2
Prompt
I want to use a no-code desktop tool with a graphical interface to select web elements and automate web data extraction. Which guide should be consulted for this tool?
What was checked, without and with the skill
Checked
Without skill
With skill
Reads easy-spider-guide/SKILL.md.
Missed
Passed
case-11 · gemini-3.6-flash · 8/29/2026 · answers are capped and redacted
What's inside
The instructions your model reads when the skill loads.
SKILL.md12 linessingle file
Web Scraping & Data Collection — 6 Skills
Select the skill matching the user's need, then read its SKILL.md.
Skill
Description
academic-web-scraping
Ethical web scraping and API-based data collection for research
dataset-finder-guide
Search and download research datasets from Kaggle, HuggingFace, and repos
easy-spider-guide
Guide to EasySpider for visual no-code web data collection
google-scholar-scraper
Ethical Google Scholar data collection techniques and best practices
repository-harvesting-guide
Harvest metadata from open repositories using OAI-PMH protocol
web-scraping-ethics-guide
Scrape web data ethically and legally for research purposes