Tweet Thread Summarizer

WHAT IT DOES

Tweet Thread Summarizer reads the current X/Twitter conversation page, extracts the full tweet thread — including the original tweet and all replies — and sends the thread to the AI to generate a concise bullet-point summary. The summary captures the main topic, key discussion points, and overall conclusion, making it easy to understand long threads at a glance. You can choose between brief and detailed summaries, toggle whether to include links mentioned in the thread, and optionally display the original thread alongside the summary.

WHERE IT RUNS

This userscript runs inside X/Twitter (x.com) in your browser, powered by the free BotGentz extension. It operates entirely on the page you are viewing — it reads the current conversation and sends it to the AI backend for summarization. All AI processing happens remotely, but your thread data is only sent for the purpose of generating the summary.

HOW TO USE

Install the BotGentz extension and ensure you have an active subscription, then install this userscript from the BotGentz catalogue. Navigate to any X/Twitter conversation page — a single tweet with replies or a full thread. The tool will automatically extract the thread content. Configure your settings — choose between brief and detailed summary lengths, toggle whether to include links, and choose whether to show the original thread. Click "Summarize Thread" to generate a bullet-point summary. Review the summary in the panel, click "Copy Summary" to copy it to your clipboard, or "Regenerate" to try a different version.

HOW IT WORKS UNDER THE HOOD

The script first attempts to extract the thread using WebMCP if available — the new W3C proposal for structured browser tools — which allows direct, typed access to the tweet thread without DOM scraping. If WebMCP is not available, the script falls back to a multi-strategy DOM extraction approach, scanning for tweet articles using selectors like article[data-testid="tweet"] and article[role="article"]. It identifies the main tweet and extracts its text, then finds all replies by scanning for additional tweet articles. The extracted thread is formatted with the original tweet and replies labeled by author. The formatted thread is then sent to the AI backend via a secure API call with your subscription key. The AI processes the input with a system prompt that instructs it to produce a structured bullet summary, caps the output at 1,024 tokens, and avoids preambles or meta-commentary. The response is presented in the panel for review.

THE PANEL

The tool runs in the BotGentz panel, a draggable floating interface that stays on top of the page. You can drag the panel by its header, collapse it to a small bubble, and resize it. The panel remembers its position per site, so it stays where you left it when you return to X/Twitter. Press Escape to close the panel when you are done. The panel includes settings for summary length and link inclusion, a display area showing the original thread (optional) and the summary, and action buttons for summarizing, copying, regenerating, and saving settings.

PLEASE NOTE

This tool requires the free BotGentz extension and an active subscription to the AI service. AI-generated summaries should be reviewed for accuracy — they are automated summaries, not verified transcripts. The tool works only on the current page and extracts the most visible tweet thread automatically. X/Twitter frequently updates its interface — if the tool stops working, check for an updated version or report the issue. Your thread data is only sent to the AI backend for the purpose of generating the summary; no data is stored permanently.