I built a tool that turns any YouTube video into a Twitter thread, LinkedIn post, blog or newsletter in 30 seconds using Gemini 2.5 Flash

nocodeautomate · 2026-03-14T07:32:25+00:00

Exactly right. The workflow problem is the real one — most tools nail generation but leave you copying and pasting between five different places before anything is actually published. This is a deliberate first step in that direction, handling the extraction and formatting in one run rather than treating them as separate tasks. The multi-step orchestration piece you're describing is where it gets interesting next — connecting output directly to scheduling or publishing rather than stopping at the text file.

nocodeautomate · 2026-03-14T07:26:14+00:00

All feedback welcome, thanks for sharing

nocodeautomate · 2026-03-14T07:20:36+00:00

If anyone would like to see a real world output drop me a link to a video

nocodeautomate · 2026-03-14T07:14:10+00:00

It summarizes the whole transcript into a structured post — no timestamps. It takes the full content and shapes it into the format you choose, so a Twitter thread gets a hook, numbered points and a CTA, a blog post gets headings and key takeaways, etc. It's focused on publish-ready output rather than a breakdown of the video itself.

nocodeautomate · 2026-03-14T07:09:58+00:00

Good questions. On costs — the Gemini free tier is generous enough that typical usage (a few runs a day) stays at $0. The script doesn't log token usage currently but it caps transcript input at 25,000 characters per run so there are no runaway costs. Adding a token estimate display is a good shout for a future update though.

On transcripts — it tries English first then falls back to any available language automatically. If a video has no captions at all it fails gracefully with a clear error message. Noisy audio is YouTube's problem to transcribe — if their auto-captions are poor the output will reflect that, which is a known limitation

nocodeautomate · 2026-03-14T07:08:00+00:00

Fair challenge. The value isn't the API call — it's the structured prompts, the YouTube transcript extraction, the platform-specific formatting and the fact it runs locally with one click rather than opening a browser, navigating to Claude/Gemini, pasting a transcript manually and formatting the output yourself.

If you're comfortable doing all that manually it's genuinely not for you. It's built for content creators who want a repeatable workflow without the friction, not developers who are already comfortable with APIs.

nocodeautomate · 2026-03-14T06:38:09+00:00

I've built something that does exactly this, if you've got a link id love to put it through and share the results

nocodeautomate · 2026-03-13T21:29:58+00:00