# Sources and observation limits

Current complete official EN/DE help bodies were read/revalidated through public HTTP. Typed hashtags can be searched; absent autosuggestions are not global retirement. Feed/search remain personalized. This source proves neither a private destination state nor a reach multiplier.

- https://www.linkedin.com/help/linkedin/answer/a523136?lang=en
- https://www.linkedin.com/help/linkedin/answer/a1339724?lang=en
- https://www.linkedin.com/help/linkedin/answer/a516971?lang=en

The script matches known declarations, references and file hashes. Relevance judgments are supplied, not automatically inferred. A supplied checksum/context declaration does not prove native upload, publication, distribution, privacy, readability, rights or tag uniqueness. For an uncertain action, inspect the existing object before repeating it.

Facts, plans, independently supplied fictional observations and metrics are separate files. No native account test, real people, preferences, payments or customer outcomes.