Web Scraping & Data Collection — 6 Skills

SkillWeb & browsing

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.

Instructions available. Your AI can read the instructions. Execution depends on the setup they require.

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Add ahel to your AI once: Claude, ChatGPT, Cursor, Claude Code or Codex. Then ask it to use this.

Then ask your AI: use the Web Scraping & Data Collection skill

What this skill tells your AI

The instructions your AI receives, as published by brycewang-stanford/auto-empirical-research-skills in skills/43-wentorai-research-plugins/skills/tools/scraping/SKILL.md and read by ahel’s review.

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

Signals

GitHub stars: 4k
Forks: 531
Last commit: Sep 2026

ahel review

K1binfo
installs-packages (in dataset-finder-guide/SKILL.md)
K1binfo
installs-packages (in easy-spider-guide/SKILL.md)

Automated review, not a security audit. Ruleset v1+k2.

Advanced

Item type: skill
Key: scraping-skills
Source: github.com/brycewang-stanford/auto-empirical-research-skills

github.com/brycewang-stanford/auto-empirical-research-skills

Web Scraping & Data Collection — 6 Skills

What this skill tells your AI

Signals

ahel review

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