Community project / Applications and workflows

Jev Wrapped

Live X-ray of a public Telegram channel: code reads up to 1,500 posts of the last twelve months from Telegram's public web preview, sampled evenly across the months when there are more, Jev answers a Choice over ten kinds of post and three Noul questions (paid ad, clickbait, emotional pressure) about each, and code applies fixed thresholds and draws the shares month by month on a shareable card that links the highest-scoring posts for a manual check; only public post texts are sent to Jev, the shares are model judgments that can misread partner promotions as ads, no sign-in, open source (MIT).

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