Twitter/X Community Monitor with AI Analysis & Auto-Reply Drafts

Monitor Twitter/X for high-quality tweets matching your search criteria, analyze them with AI, and get draft replies ready for approval — all logged to a Google Sheet.

What it does

Automatically searches Twitter/X on a schedule, uses AI to filter for quality and relevance, drafts thoughtful replies, and surfaces the best tweets in an approval feed for human review before posting.

Pipeline

1. Fetch Tweets — Runs a Twitter/X search query on a configurable schedule (default: every hour) using the Twitter API. Supports full X search syntax: hashtags, from:user, "exact phrases", OR operators, and -exclusions.

2. AI Quality Analysis — Each tweet is analyzed by an AI agent that scores it on content quality, engagement metrics, and relevance to your monitoring criteria. Tweets are categorized (insight, news, discussion, resource, question) and assigned a priority level.

3. Smart Filtering — Only tweets flagged as relevant pass through. Low-quality, spam, and off-topic content is automatically filtered out and logged.

4. Reply Drafting — For relevant tweets, an AI agent drafts a concise, authentic reply (under 280 characters) matching your configured reply style. No promotional or spammy content.

5. Human Approval — Drafted replies appear in the Approval Feed where you can review the tweet, AI summary, and proposed reply. Approve to post and log, or reject to skip.

6. Google Sheets Logging — Approved tweets are logged to a tracking spreadsheet with author, tweet text, link, priority, category, AI summary, and the drafted reply.

Setup

A one-time setup flow connects your Twitter/X account (OAuth) and Google account, then creates a dedicated tracking spreadsheet with column headers.

Interface

A custom dark-themed configuration UI lets you:

• Connect your X account
• Set your search query with full X search syntax
• Define quality criteria for the AI analyzer
• Customize the reply tone and style
• Launch monitoring with one click

Input

• Twitter/X search query — Any valid X search syntax
• Quality criteria — Natural language description of what makes a tweet worth reviewing
• Reply style — Instructions for how drafted replies should sound

Output

• Approval Feed items — High-quality tweets with AI analysis and draft replies
• Google Sheet — Running log of all approved tweets with metadata
• Filtered logs — Record of skipped tweets for transparency