What problem does it solve? Content creators struggle to consistently produce specific, differentiated post ideas that combine trending niche topics with their own real experience, often defaulting to generic angles anyone could write. ## Core Features & Use Cases - Research-to-idea bridging: Queries Supabase research topics and the IP library to generate 10 distinct angles with relevance scores, hooks, content types, and format suggestions. - Human multi-select via Telegram: Sends all 10 ideas to Telegram and updates bot state so the owner can reply with picks like "1,3,5,7,9". - Deduplication and topic rotation: Checks the last 30 days of drafts to avoid repeated angles and marks used research topics so they do not dominate future runs. - Use Case: A solo founder running a weekly LinkedIn pipeline gets 10 scored ideas every planning day, picks five by replying on Telegram, and the writer agent takes it from there. ## Quick Start Run bash agents/ideation/run.sh on your planning day to generate this week's 10 content ideas and receive them on Telegram for selection.