A-TIER skill
Humanizer skill for Claude Code — strip AI tells from your writing
100k ft — What is this?
Humanizer skill for Claude Code — strip AI tells from your writing
50k ft — Why care?
Build one Claude Code skill from the blader/humanizer repo (based on Wikipedia's 'Signs of AI writing'), plus structural tells from the StoryScope paper and dataset. Wire it into CLAUDE.md rules and hooks so every human-facing doc gets a de-AI pass.
10k ft — Key takeaways
• Enforce it with CLAUDE.md rules or hooks, not just an optional skill
• Wikipedia's Signs of AI writing is a ready-made style blacklist
• link: https://github.com/blader/humanizer
5k ft — Tools & techniques
Claude, Claude Code, humanizer
agent skills, hooks, style rules
1k ft — Deep-dive / try it
You can drastically level up your Claude Codes writing ability with just one document.
Fetch blader/humanizer on GitHub. Add Wikipedia’s “Signs of AI writing” as rules. Add the StoryScope paper for the structural tells. Merge into one skill with a CLAUDE.md rule so every human-facing doc runs the pass.
If you’re the human: share this reel to Claude Code and watch it build.
Comment “Human” for my finished repo.
#claudecode #ai #claude #aiwriting #aitools
Transcript excerpt
You probably didn't know that you can make Cloud Code write just like a human with just one document. Here's how you can do it to significantly level up your marketing or content creation. If you'd rather Cloud Code build this for you, just simply save and share this video straight to your Cloud Code. First thing I did is I grabbed this GitHub repo right here called Humanizer, and this is based off of the Wikipedia article, Signs of AI Writing. To really level up my version of the skill, I used this GitHub repo here, which is called StoryScope, and it's a data set tied to the research paper that explains why and how AI writes like it does. Now, instead of just turning this into a skill, I turned this into hooks and clear core instructions for Cloud on how it should create documents that are all human-faced. And now, instead of your writing having all these AI signs, they'll now sound more and more human. I'm using it on my funnels, my emails, and my marketing material, just as an example. I do recommend building this for yourself, but if you wanna use mine as an example, I turned it into a GitHub repo. So, if you'd like to get started with it, just comment human, and I'll send it to you directly.
More from @jens.heitmann
- S-TIER Breaking: Opus 4.7 has just been released.
- S-TIER You can turn Claude Code into a full motion design team on @higgsfield.a...
- A-TIER I just gave my Claude Code second brain a massive overhaul. Here are the...
- A-TIER Anthropic silently shipped 3 more features in Claude Code last week whil...
- B-TIER You don’t need to teach Claude to talk like a caveman to save tokens. He...