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Notes Humanizer

🔵 Stable🕐 updated 2026-07-22 🔷 SkillSpec L3 pm-writers

Strips AI writing patterns from text and rewrites it to sound genuinely human — removing the statistical defaults, then adding earned voice calibrated to genre (opinion pieces get a person's voice; docs and summaries stay neutral) without ever faking humanity. Use when a draft reads as AI-generated, over-polished, or rhythmically uniform — including blog posts, emails, LinkedIn posts, or any prose that needs to sound like a real person wrote it. Produces a pattern audit, side-by-side comparison, itemised change log, and clean rewritten output ready to paste.

▶ Run it free — no key needed 📝 Grade your existing draft View SKILL.md ↗

🗣 Say this to your agent

“Humanize this text: [paste]”“Use the notes-humanizer skill on this draft”“This reads like ChatGPT wrote it — fix it: [paste]”“Strip the AI out of this and make it sound like a real person wrote it”“Run the humanizer on this LinkedIn post: [paste]”

What to give it

Text to humanize — Any length. Works on paragraphs, full articles, social posts, emails.

✅ The bar it holds itself to

Every skill in this library self-verifies — these are this skill's own quality checks, straight from its definition.

Genre was assessed first (Phase 0); neutral/informational text got Phase 1 only, with no injected opinion, aside, or personality
Audit was completed before rewriting (patterns counted, not just detected)
Every removed pattern is listed in the change log with a specific reason
Em dashes were assessed individually — only parenthetical-substitute uses were removed
Rule-of-three lists: the rhythm was actually checked, not just the fact that there were three items
No fact, number, quote, date, or name was invented to add specificity
Any Phase 2 moves applied were earned by the content — none inserted to hit a quota (short sentence / "And"/"But" opener / aside added only where the material genuinely called for it, or not at all)
The specific detail or example added connects to an actual claim in the text, not floated in generically

⚠️ What it refuses to do

Do not fake humanity: no invented typos, no forced slang, no staged messiness, and no programmatic sentence-length variation added to hit a target — faked signals are themselves AI tells
Do not inject voice into neutral genres — documentation, summaries, reports, and official comms get the tells stripped and nothing added; personality there reads as unprofessional
Do not invent specificity — never add a number, quote, date, name, or fact that isn't real to make prose sound concrete; ask for the detail or keep the honest abstraction
Do not dismantle useful structure (a scannable layout, a genuine list) just to look less templated
Do not remove all em dashes — only the ones functioning as parenthetical substitutes should be removed; genuine dramatic pauses are valid

Install

npx pm-claude-skills add --agent claude   # or codex · cursor · gemini · hermes
# or one-line MCP (every skill, any client):
claude mcp add pm-skills -- npx -y pm-claude-skills-mcp

Start with

Related skills

🔌 Embed this skill

Drop this on your blog, docs, or site — it renders a "Run this skill" card:

<div data-pm-skill="notes-humanizer"></div>
<script src="https://mohitagw15856.github.io/pm-claude-skills/embed.js" async></script>

💬 Discussion

Notes Humanizer is one of 1174 open-source professional AI agent skills — all SkillSpec L3. Try them all in the browser · ⭐ Star on GitHub · Browse the full catalog