twitter-bookmarks

To search X/Twitter bookmarks offline, sync your saved tweets into a local knowledge base using ft-sync, then use BM25 full-text search to quickly retrieve specific tweets and their linked content.

Resolve t.co shortened links in Twitter bookmarks by running the ft-resolve command, which fetches the real destination URLs and extracts article text for on-demand reading.

You can classify saved tweets by content type such as article, arxiv, repo, image, or video, supporting focused research workflows and helping synthesize domain knowledge for literature reviews.

The best way to build a knowledge base from Twitter bookmarks is to sync them locally, resolve t.co links to fetch full article text, and index everything for full-text search and content classification.

Full-text search works across both bookmarked tweets and their linked articles, enabling fast discovery of relevant sources after resolving t.co shortened links to fetch the article text.

Twitter bookmarks are difficult to synthesize because they lack native search and organization, but converting them into a local searchable index with content classification resolves this for literature reviews.