X Followings Digest

**Quick judgment** A practical, developer-oriented tool for turning your X/Twitter followings into a structured AI digest. Strong fit for CLI-savvy users who want automated, personalized daily/weekly summaries; not ideal for non-technical users or environments with strict credential/security policies. **What it does well** - Automatically pulls recent tweets from accounts you follow (via `bird` CLI + AUTH_TOKEN/CT0) for a chosen time window. - Feeds them into a well-designed analyst prompt template to produce a categorized digest (major events, product releases, tech insights, resources, deals, signals). - Supports multiple languages (EN/zh or bilingual) and is easy to put on a cron job for regular reports. **Key risks & limitations** - **Account security risk:** Requires exporting your X session cookies (AUTH_TOKEN & CT0) as environment variables. If these leak (logs, shell history, compromised host), your X account could be taken over. - **ToS / API fragility:** Uses an unofficial client (bird) + cookie-based auth; X can break or block this at any time, and it may violate X’s terms of service depending on use. - **Technical barrier:** Assumes comfort with CLI, environment variables, and installing external tools. No GUI or one-click setup. - **LLM dependency:** Quality and cost of the digest depend on whatever AI model/service you wire into the prompt template. **Recommended scenarios** - Power users or developers who: (1) are comfortable managing browser-derived tokens securely, and (2) want automated, structured digests instead of scrolling X. - Teams or individuals who already run cron jobs on a server and want daily/weekly EN/zh or bilingual X followings reports. - Researchers/engineers who follow many accounts in a niche domain and need a summarized, categorized view of recent activity.