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humanizer

MITUpdated on Nov 10, 202667,680GitHub stars

Humanizer, an agent skill by blader, has the agent edit machine-sounding prose so it reads like its author while keeping every claim.

InstallRepository Checked on Nov 12, 2026

What the skill teaches

Humanizer, an agent skill by blader, has the agent edit machine-sounding prose so it reads like its author while keeping every claim. The SKILL.md lists 26 numbered patterns, based on Wikipedia's Signs of AI writing guide, such as contrasts of the form not X but Y, single-line closing sentences, forced triads, heavy dash use, inflated significance and leftover chatbot phrases. For pasted text the agent returns a first draft, a short list of tells that remain, and a final rewrite; for a named file it changes only prose and leaves code, paths and link targets alone. It can match a supplied writing sample. The README states it edits for human readers, not to get past AI detectors.

Capabilities

  • Mark AI-writing tells in a text, strongest first
  • Rewrite prose without dropping facts, names or numbers
  • Edit the prose of a named file while leaving code and links untouched
  • Match the voice of a supplied writing sample

Other MCP servers and skills for Writing and editing