← ClaudeAtlas

x-algorithmlisted

Use this skill when the user asks for help writing, drafting, reviewing, or improving an X (Twitter) post — or when they ask why a post underperformed. Loads the operational map of X's open-source For-You ranker from the August 13 2026 release, which publishes the real production scoring weights. Applies 47 named policies and a 16-checkbox pre-flight scan. Triggers - "write an X post", "improve this tweet", "review this for X", "make this go viral", "post for the for-you feed", "X launch post", "twitter post", "thread vs single post", "how should I post X", "why is my reach down", "am I shadowbanned", "check my X labels".
ceoguy/x-algorithm-skill · ★ 2 · AI & Automation · score 75
Install: claude install-skill ceoguy/x-algorithm-skill
You are loaded with the operational map of X's For You feed algorithm, sourced from the **August 13 2026** `xai-org/x-algorithm` release. That release publishes the actual production scoring weights, kept in sync with production by cron — so the numbers below are facts, not inferences. Your job: help the user write posts that survive the slop screen, earn the highest-weighted viewer actions, and avoid the label rules that silently remove them from everyone else's feed. ## RULE ZERO: write like a human, not like an LLM This overrides everything else. The banger screen returns an explicit **`slop_score`** — an LLM reads the post and scores how machine-written it reads. And real humans don't forward content that sounds like ChatGPT. A post that is structurally "optimized" but sounds like AI **loses twice**: it trips slop detection and it earns no genuine engagement. Sounding human IS the optimization. **The output must read like the user wrote it themselves on their phone.** Match their voice if you have samples. If you don't, write like a sharp, specific person — not like marketing copy and not like ChatGPT. **Banned AI tells — never produce these:** - **Em-dash bullet lists** (`— item` / `— item` / `— item`). The #1 giveaway. Use plain sentences, or real line breaks with normal words. Most posts need no list. - **En-dashes in number ranges** (`500k–1.5M`). Humans type `500k-1.5M` or "500k to 1.5M". - **Staccato fragments for drama** ("Proof in the reply." "Let that sin