Skip to content
Agentmart
Submit a tool

content-humanizer

rewrite AI-sounding content (store copy, emails, social posts) so it reads like a person wrote it, not a committee — use when content feels robotic, generic…

Skill by Hugofsco

IndexedMIT
Write a review

Chalk Labs

Need help deploying content-humanizer?

Chalk Labs sets up agents like this inside real teams: connected to your tools, tested on your data, with a human in the loop where it matters.

Book a call

Install

Works with Claude Code, Claude apps, Codex, Cursor, Gemini CLI, GitHub Copilot, VS Code, OpenCode, Goose, Windsurf. Read the repository before you give any tool access to your data.

npx agentmarket install skill/hugofsco-content-humanizer

Asks which of your tools to add it to (Claude Code, Codex, Cursor, VS Code, Windsurf, Gemini CLI, Claude Desktop) and shows the change first. See https://agentmart.dev/cli.

Get the weekly diff

The weekly diff: one email a week with new agent tools, notable updates and grade changes, plus security alerts for tools you follow. Double opt-in, one-click unsubscribe.

We use your email only for this newsletter. Privacy

About

rewrite AI-sounding content (store copy, emails, social posts) so it reads like a person wrote it, not a committee — use when content feels robotic, generic, or reads like "delve into the landscape"

Use cases: writing

Reviews

Write a review

No reviews yet. Installed it? Reviews come from verified installers only. How reviews work

Permissions

What this skill can do and what it asks for, from its SKILL.md. Checked Oct 25, 2026.

Tools
No tools found
Secrets
None asked for
Install scripts
None found
Runs as
Python package

Network hosts it talks to 1

  • codeload.github.com · found in install command

Files it touches

  • ~/.claude/skills/content-humanizer

What's inside

Skill name
content-humanizer
Description
rewrite AI-sounding content (store copy, emails, social posts) so it reads like a person wrote it, not a committee — use when content feels robotic, generic, or reads like "delve into the landscape"
License
MIT
Instructions
23 lines in SKILL.md · view on GitHub

Before installing

  • Ships executable scripts

Files (2)

  • SKILL.md
  • humanizer_scorer.py · scripts/

SKILL.md (first lines)

# Content humanizer

Score first, don't guess: `python3 skills/content-humanizer/scripts/humanizer_scorer.py <draft.md> --json`
→ 0-100. **80+** light polish only. **60-79** targeted pattern removal. **Below 60**
the AI fingerprint is too dense for a patch job — rewrite it, don't edit it. Re-score
after; the number has to move.

Kill on sight: "delve," "landscape," "crucial/vital/pivotal," "leverage," "furthermore/
moreover," "robust/comprehensive/holistic," "it's important to note that," any sentence
starting with a hedge. Replace, never just delete — "leverage" → "use," "robust" →
the actual number it handles.

Fix rhythm: AI writes uniform 18-22 word sentences. Vary it — short after long, a
one-word fragment for emphasis, a parenthetical aside.

Replace vague with specific: "many companies saw improvements" → name the company, the
year, the number. If you don't have one, say so honestly rather than inventing it —
"I haven't seen a controlled study on this, but in practice..." beats a fabricated stat.

If there's a brand voice on file, match it instead of writing generic-human. Otherwise
ask for one example of writing the user actually likes, then extract sentence length,
formality, and whether it uses humor — don't guess a voice and get it wrong.

From Hugofsco/oceano, MIT.

More from Hugofsco/oceano

Signals

Stars
0
Forks
0
Open issues
0
Last commit (this folder)
Jul 5, 2026 (4 months ago)

From GitHub (fetched Oct 24, 2026).

Details

License
MIT
Repository
github.com/Hugofsco/oceano
First seen
Oct 24, 2026
Last checked
Oct 24, 2026
Source
GitHubgithub-graphql

More from Hugofsco

Done for you

Rather not set it up yourself?

Chalk Labs scopes, builds and runs agents for your team: the task audit, the eval harness, the integrations and the weekly ops report. Fixed scope, priced before we start.

See how we build AI agents →Read the case studies

Chalk Labs is a two-founder AI and growth studio. We build AI agents, CRMs and MVPs for Web3 and AI companies, and have shipped 50+ product and token launches.

launches shipped
50+
launches shipped
media placements
500+
media placements
founders on every account
2
founders on every account

Press we've placed: Forbes · CoinDesk · Decrypt · Cointelegraph · The Block

Rahil Jain, Co-founder, Chalk Labs. Ex-Goldman Sachs engineer. You talk to the person who builds it.

Get content-humanizer running in your business

Tell us what you want to automate. A founder replies within one working day with a plan, not a pitch deck.

Goes to the Chalk Labs founders, not the newsletter. Privacy

Need help deploying content-humanizer?

CallGet help
Cite this page

content-humanizer skill. Agent Mart. https://agentmart.dev/skills/hugofsco-content-humanizer (last updated 2026-10-24)