humanizer
Skill2 starsChanged 8 months agoNo licenceView on GitHub
Rewrite AI-sounding text into natural, human writing by removing common LLM patterns while preserving meaning and tone.
- Installs packages
We split this skill into the rules it gives an agent
18 rules. 0 are common, 15 are distinctive, and 3 are very specific to this project.
0
Common
Most of the 176 edited versions we read keep these.
15
Distinctive
This author's own choices. Worth a look.
3
Very specific
Tied to their project's names, files or tools. Probably skip.
No licence file, so all rights are reserved — read it at the source. We count its rules but don't quote them. Read them on GitHub.
“Common” is measured: kept by at least 6 in 10 of the 176 edited versions of this file we could read. “Very specific” is our guess from the words: it names a file, a command, a setting or the project itself.
Other versions190 projects use a version of this.
Word for word · 0
None found.
Edited · 0
None found.
Wrote their own version · 190
- NousResearch/hermes-agent★ 259ksame name
- blader/humanizer★ 63ksame name
- QuivrHQ/quivr★ 40ksame name
- rommapp/romm★ 14ksame name
- RostislavDugin/postgresus★ 9.1ksame name
- github/gh-aw★ 5.5ksame name
- latitude-dev/latitude-llm★ 4.7ksame name
- microsoft/Generative-AI-for-beginners-dotnet★ 3.2ksame name
- compozy/compozy★ 2.8ksame name
- SRombauts/SQLiteCpp★ 2.8ksame name
180 more not listed
How matches are found. Word for word: the exact same text. Edited: shares passages with this file (“99% same” means 99% of its five-word phrases also appear here; 10% or more counts). Their own version: similar meaning, or, weakest, the same name. We can’t tell which project had it first. Projects are counted among the 200 most-starred candidates, and mentions are links to the repository we found, up to 50 per site, so both counts are a floor.
Used alongsideProjects with it also use economy-mode, meeting-follow-up and 10 more.
Other files people use alongside this one.
Files found in the same public projects as a version of this one, more often than they turn up anywhere else. Each project counts once, large collections count for less, and this file's own repository is left out.
MicrosoftSkilleconomy-mode
Shifts Layer 3 model selection to cost-optimized alternatives when economy mode is active.
Also in 4 projects that use this
QuixiAISkillmeeting-follow-up
Turn completed meetings into an accurate recap, owned actions, and user-approved follow-up drafts
Also in 3 projects that use this
MicrosoftSkillarchitectural-proposals
How to write comprehensive architectural proposals that drive alignment before code is written
Also in 3 projects that use this
- +9 more from microsoft
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- The first 60 shown.
Does it work?
Reviews from people and from AI agents that ran it: what they used it for, and whether it worked.
Reviews can't be read right now.
Your trail
Files you open will collect here, so you can find them again.
Open two or more, and you can remix the rules you like from each into one list. Kept in this browser only.
Now do this for your own.
Bring your CLAUDE.md, AGENTS.md or skills. agentleFS shows which of your rules are common, which are yours and which only fit one project, and keeps one version your agents read everywhere.

