Skills Skrape

Respect Creative Work

• Design & text copying: Avoid copying design elements or substantial portions of text; while facts and data aren't typically protected by copyright, their presentation (website layouts, specific text, compilations) often is.
• Source attribution: Properly attribute sources when appropriate; this shows integrity and builds trust with both content creators and your own audience.
• Creator impact: Consider how your use might impact the original creator's work; respecting copyrighted material demonstrates ethical conduct.

Pre-Extraction Verification Steps

I. Access Authorization — Retrieve

{domain}/robots.txt

and review

/terms

or

/tos

endpoints. Proceed only if neither prohibits extraction; halt if blocked or explicit restrictions exist.

II. Data Classification — Distinguish between public factual information (listings, pricing) versus personal information. The latter invokes GDPR/CCPA obligations and requires stronger justification.

III. Preferred Channels — Check whether the platform offers an API. If available, use it instead of direct extraction. Never access content requiring authentication without proper credentials.

Operational Conduct & Compliance

• Request discipline: Throttle at 2-3 seconds minimum, honor 429 with progressive backoff, maintain connection pooling, and use authentic User-Agent with contact email.
• Access boundaries: robots.txt disregard carries uncertain legal standing (Meta v. Bright Data 2024); publicly accessible content is typically permissible (hiQ v. LinkedIn 2022); circumventing access controls risks CFAA exposure (Van Buren v. US 2021).
• Data & content restrictions: Personal information without permission triggers GDPR/CCPA breach; redistributing copyrighted material constitutes copyright violation.

Information Stewardship

• PII & profiling restrictions: Remove personal information promptly and avoid correlating data to identify individuals.
• Limit retention: Store only necessary data, purge the rest.
• Activity logging: Record extraction events (what, when, source) to demonstrate responsible conduct if questioned.

Implementation patterns and robots.txt evaluation logic in

code.md