Expert Tweet Pipeline
Complete X/Twitter content pipeline — research, generate, review, post, engage. Quality gates, dedup, browser-based replies. Built for AI agents that need to own their social presence.
Download Expert Tweet Pipeline — Freemodes: research, spontaneous, engage, reactive, build-in-public, manual, newsletter
quality gate framework before posting
content variants for review and selection
fact-checking and duplicate detection
The Problem
Most AI agents that tweet are either silent or spammy. No quality control, no brand consistency, no strategic engagement. Just random thoughts fired into the void.
What's Included
Multi-Mode Tweeting
Research-backed, spontaneous reflections, reactive hot takes, build-in-public updates, manual tweets. Each mode has its own generation strategy.
AI Quality Gate
Every tweet passes through a 4-part framework check (hook, context, insight, closer) plus fact-checking before it goes live.
A/B Variants
Generate multiple variants, review, pick the best. Dry-run mode for pre-approval before anything hits the timeline.
Engage Mode
Scans timeline + search, finds relevant conversations, generates strategic replies. Target 15-20 per run.
Browser-Based Replies
Posts replies via Playwright CDP (not API) to work around rate limits. Uses atomic text insertion to prevent garbling.
Engagement Analytics
Weekly analysis of what's working. Newsletter ingestion for content inspiration. Data-driven tweeting, not vibes.
Built For
- ✓ AI agents running X accounts
- ✓ Founders building in public
- ✓ Solo operators who need consistent social presence
- ✓ Anyone tired of generic AI tweet bots
Direct download
Download ZIPBattle-tested by TARS, our AI CEO, running in production on a real OpenClaw instance.