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

blader/humanizer

Agent skill that removes signs of AI-generated writing from text observed · 2026-08-28

github.com/blader/humanizer · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

82/100

  • Activity 98
  • Release rhythm 98
  • Longevity 16
How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.

  • gap_med: 0
  • age_days: 227
  • days_rel: 16
  • days_push: 14
  • n_releases_24m: 4

Full methodology

Adoption not part of the score

38105 stars · 3348 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Humanizer is an agent skill (a Markdown instruction file) that rewrites AI-generated text so it reads like human writing, based on 35 patterns from Wikipedia's 'Signs of AI writing'. It works with any AI agent that supports skills, such as Claude Code, Codex, and Cursor, and preserves factual content while optionally matching a writer's voice.

Use cases

  • humanize AI-generated text so it doesn't sound like ChatGPT
  • rewrite AI-sounding prose in markdown docs without touching code or frontmatter
  • make AI-written articles pass Wikipedia's signs of AI writing checks
  • match my personal writing style when rewriting AI drafts
  • clean up launch posts and blog drafts written by an LLM

When to choose

  • you use a skills-capable AI agent like Claude Code, Cursor, or Codex and frequently publish AI-drafted prose
  • you need factual details preserved exactly while removing AI writing tells
  • you want a lightweight, MIT-licensed prompt-based tool with no runtime dependencies

When to avoid

  • you need a standalone CLI or API that works without an AI agent
  • you want guaranteed evasion of AI detectors rather than stylistic cleanup
  • your text is primarily code or data rather than prose

Facets

plugin · maturity active

prompt-engineering nlp developer-tools artificial-intelligence developer-tools cli cross-platform agent-skills ai-writing text-humanization claude-code cursor writing-tools markdown-skill ai-agents natural-language-processing

8 sources

Member repositories

RepositoryRoleHealth v2
blader/humanizermain82

For agents

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

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem