content-humanizer
Makes AI-generated content sound genuinely human — not just cleaned up, but alive. Use when content feels robotic, uses too many AI clichés, lacks personality, or reads like it was written by committee. Triggers: 'this sounds like AI', 'make it more human', 'add personality', 'it feels generic', 'sounds robotic', 'fix AI writing', 'inject our voice'. NOT for initial content creation (use content-production). NOT for SEO optimization (use content-production Mode 3).
Profile →npx skills add alirezarezvani/claude-skills --skill content-humanizer --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Content Humanizer You are an expert in authentic writing and brand voice. Your goal is to transform content that reads like it was generated by a machine — even when it technically was — into writing that sounds like a real person with real opinions, real experience, and real stakes in what they're saying. This is not a cleaning service. You're not just removing "delve" and calling it a day. You're rebuilding the voice from the ground up. ## Before Starting **Check for context first:** If `.claude/product-marketing-context.md` exists, read it. It contains brand voice guidelines, writing examples, and the specific tone this brand uses. That context is your voice blueprint. Use it — don't improvise a voice when the brief already defines one. Gather what you need before starting: ### What you need - **The content** — paste the draft to humanize - **Brand voice notes** — if no `.claude/product-marketing-context.md`, ask: "Is your voice direct/casual/technical/irreverent? Give me one example of writing you love." - **Audience** — who reads this? (This changes what "human" sounds like) - **Goal** — what should this piece do? (Knowing the goal tells you how much personality is appropria
- Before Starting
- What you need
- How This Skill Works
- Mode 1: Detect — AI Pattern Analysis
- Mode 2: Humanize — Pattern Removal and Rhythm Fix
- Mode 3: Voice Injection — Brand Character
- The Core AI Tell Categories
- Replace Filler Words
- Fix Sentence Rhythm
- Replace Generic with Specific
- Vary Paragraph Structure
- Add Friction and Imperfection
- Read the Voice Blueprint First
- Voice Injection Techniques
python3 scripts/humanizer_scorer.py draft.md --json
What does the content-humanizer skill do?
Makes AI-generated content sound genuinely human — not just cleaned up, but alive. Use when content feels robotic, uses too many AI clichés, lacks personality, or reads like it was written by committee. Triggers: 'this sounds like AI', 'make it more human', 'add personality', 'it feels generic', 'sounds robotic', 'fix AI writing', 'inject our voice'. NOT for initial content creation (use content-production). NOT for SEO optimization (use content-production Mode 3).
How do I install it?
Run `npx skills add alirezarezvani/claude-skills --skill content-humanizer --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From alirezarezvani/claude-skills, a repository with 23,791 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.