Three intelligent loops handle research, writing, publishing, and engagement — running daily on Instagram, LinkedIn, and X. You stay in control via a Telegram approval gate: nothing goes live without your sign-off.
Runs once a day. A chain of four AI agents takes a news scan at 7am and turns it into a branded post on Instagram by 6pm — with you approving every gate before anything is published.
07:00 · Hacker News + RSS, scores topics 0–10
Picks today's slot from the weekly topic map
Decides: educate / story / promote — from product facts + post history
Gemini writes 2 variants (carousel on Tue/Fri)
Pollinations.ai scene → Pillow composites branded graphic
Telegram: ✅ approve / 🚀 post now / ✏️ redo / ❌ skip
18:00 · Instagram Graph API → repurpose to LinkedIn + X
Every 5 minutes, new Instagram comments are fetched and classified by Gemini. Three paths — each handled differently based on tone and business sensitivity.
Every night the system measures what worked. Every Sunday it reports to you. Every month it rewrites its own content rules — so future posts lean into formats and topics that drive real engagement.
Reach, saves, shares, and follower gain per post are pulled via the Instagram Graph API and appended to the insights history.
A hook-style summary hits your Telegram each Sunday: top post, lowest performer, engagement rate, and a one-line trend read.
Monthly hook-style analysis surfaces format and topic patterns. The Writer preference doc is updated so next month's content leans into what worked.
You flag top performers manually for recycling as carousels in the next cycle. New product facts and strategy notes can be injected on the fly.