Ross ROSS = Recommend OSS · open-source software intelligence for agents

blader/humanizer

Agent skill that removes signs of AI-generated writing from text observed · 2026-10-09

github.com/blader/humanizer · homepage · Python · MIT (permissive) observed · 2026-10-09

Health v2 · maintenance only

81/100

  • Activity 97
  • Release rhythm 97
  • Longevity 19
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-10-21. Adoption (stars, forks) is never an input.

  • gap_med: 19
  • age_days: 275
  • days_rel: 22
  • days_push: 22
  • n_releases_24m: 6

Full methodology

Adoption not part of the score

54964 stars · 4348 forks observed · 2026-10-09

What it is AI-extracted, prompt v1, taxonomy v1, 2026-09-28, confidence 0.97

Humanizer is a Python‑based skill that rewrites AI‑generated text to sound more natural and human‑like. It works as a markdown skill for AI agents, applying 35 curated patterns to improve prose while preserving factual content.

Use cases

  • Make AI‑generated blog posts read like they were written by a person
  • Remove overly formal or generic phrasing from machine‑written reports
  • Adjust the tone of AI‑generated documentation to match a specific author’s style
  • Rewrite AI‑generated email drafts to sound more natural
  • Humanize code comments or README sections produced by an LLM

When to choose

  • You need a lightweight, language‑agnostic way to post‑process AI‑generated text
  • You want style‑consistent rewrites without altering factual information
  • You are using an AI agent that supports markdown skills and want to improve output readability

When to avoid

  • You require deep semantic rewriting or content generation beyond pattern‑based adjustments
  • You need support for languages other than English or non‑markdown formats
  • You prefer a fully integrated editor plugin rather than a CLI‑based skill

Facets

plugin · maturity active

prompt-engineering nlp python cli humanizer ai-writing markdown text-rewrite style-adjustment natural-language-processing ai-agents writing-tools

8 sources

Member repositories

RepositoryRoleHealth v2
blader/humanizermain81

For agents

markdown · JSON · MCP: product_card(name="blader/humanizer")

Data as of 2026-10-19T08:05:51.212177+00:00 · Report a problem