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Organic growth

your account gets scored before your post does

X open-sourced its For You ranking code. What it reads, what each action is worth, the filters that kill a post before scoring, and what to do before your next post.

38 steps & checks · 20-row tableRead it

Latest · AI systems & workflows

i cleaned up 288 files and deleted nothing

Oct 2026

8 steps & checks

Personal brand

the X profile audit: PFP, banner, bio, pinned post

27 steps & checks · 1 prompt to copy

Personal brand

Does Your Brand Have A Signature?

16 steps & checks · 1 prompt to copy

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  1. i cleaned up 288 files and deleted nothingAI systems & workflows ·
  2. how 1 X article ends up on 5 more platformsAI systems & workflows ·
  3. How I test a new AI before it gets a jobAI systems & workflows ·
  4. Does your AI read your instructions?AI systems & workflows ·
  5. save your data before you compact a sessionAI systems & workflows ·
reading is freefixing it together is a 1:1 callSee the 4 calls →