Research To Paper Humanize
Reduce the AI-detection signature of academic prose and make it read like careful human writing, with no dependency on any other skill. It works across five dimensions — D1 sentence-length variation (长短句结合), D2 paragraph-structure variety, D3 information-density alternation, D4 connector control (removing 首先/其次/ 此外/值得注意的是 and other AI-frequent connectors), D5 term-context variation — at a light/medium/heavy tier, records every change in a humanize_matrix.md, and verifies the result with a quantitative checker. Use whenever the user wants to de-AI text or lower an AI-detection rate, says 降AI率, 去AI腔, 去除AI痕迹, 这段太像AI改一下, 长短句结合, 学术润色降AI, "reduce AI detection", "humanize this draft", "make this sound less like ChatGPT", "vary the sentence length". Works on a whole paper or a single paragraph; called by research-to-paper-write as its final pass, or invoked directly on any text.
Security AStatic scan found no risk patternsHow grading works ›
From the source SKILL.md
AI prose is flagged not for what it says but for how even it is: one sentence length, one paragraph shape, a steady density, connectors at every paragraph start. The fix is not to disguise AI use but to write the way careful humans write — with variation. This skill pushes each axis back toward a human distribution, records what it changed so the user can audit it, and measures the result.
What this skill does
Research To Paper Humanize is a community-contributed Claude Code skill in the research-methods sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/research-to-paper-humanize/ and loads when your prompt matches the skill's trigger.
When to invoke it: Use whenever the user wants to de-AI text or lower an AI-detection rate, says 降AI率, 去AI腔, 去除AI痕迹, 这段太像AI改一下, 长短句结合, 学术润色降AI, "reduce AI detection", "humanize this draft", "make this sound less like ChatGPT", "vary the sentence length". Works on a whole paper or a single paragraph; called by research-to-paper-write as its final pass, or invoked directly on any text.
Who uses this skill
The Research To Paper Humanize Claude Code skill is built for researchers, data scientists, academics, and analysts working with complex data and scientific literature. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 146,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).
How to install
Free
Manual install (2 steps)
mkdir -p ~/.claude/skills/research-to-paper-humanize
curl -L https://claudskills.com/skills/research-to-paper-humanize/SKILL.md \
-o ~/.claude/skills/research-to-paper-humanize/SKILL.md
Or just download SKILL.md directly and drop it into ~/.claude/skills/research-to-paper-humanize/. Claude Code auto-discovers it on next session.
Skills live at ~/.claude/skills/research-to-paper-humanize/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\research-to-paper-humanize\SKILL.md on Windows. See the full install guide for step-by-step instructions.
Telegram
📱 Install from your phone or desktop Telegram
Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →
Pro
One-click install via the desktop app
The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.
Pro
For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.
Frequently asked questions
How do I install the Research To Paper Humanize Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy
SKILL.md from the source repository to
~/.claude/skills/research-to-paper-humanize/SKILL.md and restart Claude Code. Both flows are detailed at
claudskills.com/install/.
What does the Research To Paper Humanize skill do?
Reduce the AI-detection signature of academic prose and make it read like careful human writing, with no dependency on any other skill. It works across five dimensions — D1 sentence-length variation (长短句结合), D2 paragraph-structure variety, D3 information-density alternation, D4 connector control (removing 首先/其次/ 此外/值得注意的是 and other AI-frequent connectors), D5 term-context variation — at a light/medium/heavy tier, records every change in a humanize_matrix.md, and verifies the result with a quantitative checker. Use whenever the user wants to de-AI text or lower an AI-detection rate, says 降AI率, 去AI腔, 去除AI痕迹, 这段太像AI改一下, 长短句结合, 学术润色降AI, "reduce AI detection", "humanize this draft", "make this sound less like ChatGPT", "vary the sentence length". Works on a whole paper or a single paragraph; called by research-to-paper-write as its final pass, or invoked directly on any text.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Research To Paper Humanize skill?
Use Research To Paper Humanize when your Claude Code task falls under the Science & Research category — specifically in the research methods area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Research To Paper Humanize" or describe the task and let Claude pick). Browse related skills at
/category/science/.
What is a Claude Code skill and how does the Research To Paper Humanize skill fit in?
A Claude Code skill is a
SKILL.md file that lives under
~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Research To Paper Humanize is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the Science & Research category. Learn more at
/learn/what-is-a-claude-skill/.
Attribution & license
Cite this skill
If you reference this skill in a blog post, paper, or documentation, you can cite it as:
APA
Jason-0409-G. (2026). Research To Paper Humanize [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/research-to-paper-humanize/
BibTeX
@misc{research-to-paper-humanize-2026,
author = {Jason-0409-G},
title = {Research To Paper Humanize [Claude Code skill]},
year = {2026},
publisher = {ClaudSkills},
url = {https://claudskills.com/skills/research-to-paper-humanize/}
}Embed this skill
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Security scan
Grade A · scanned 2026-07-06 — free static scan against the OWASP Agentic Skills Top 10.
No risk patterns were found in any of the ten OWASP-aligned categories. How grading works ›
- ✓ Prompt injection
- ✓ Data exfiltration
- ✓ Supply chain
- ✓ Reverse shell
- ✓ Credentials
- ✓ Execution
- ✓ Filesystem
- ✓ Persistence
- ✓ Obfuscation
- ✓ Network
Show this grade on your repo (click to copy):
[](https://claudskills.com/skills/research-to-paper-humanize/#security)
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