Ghost

Human writing engine — defeat AI detectors (GPTZero, Originality.ai, Turnitin, ZeroGPT, CopyLeaks) by producing text that reads as undeniably human. Use for any output that must pass as human-authored: reports, essays, articles, emails, social posts, creative writing, academic work, or any text where "sounds like AI" is unacceptable. Provides both upfront writing rules (inject into generation) and post-processing rewrite passes (apply to existing AI drafts).

6 stars 1 forksWriting & Content

Install

skills CLI (Claude Code, Cursor, Codex and more)
npx skills add Cam3L1/ghost-skill --skill ghost
Manual install
git clone --depth 1 https://github.com/Cam3L1/ghost-skill.git /tmp/ghost-skill
mkdir -p ~/.claude/skills
cp -r /tmp/ghost-skill/. ~/.claude/skills/ghost

Personal skills live in ~/.claude/skills. Use .claude/skills in a project folder to share a skill with your team.

From the SKILL.md

# GHOST — Human Writing Engine

Make AI-generated text pass as human-authored. Bypass detectors proactively
by writing human, not retroactively by obfuscating AI.

**Primary audience:** anyone whose text will be scrutinized by AI detectors.
**Core philosophy:** detectors don't find "AI" — they find the absence of human
signal. Write WITH human signal and detection becomes impossible.

---

## How Detectors Work (know this or you'll fail)

Every major detector (GPTZero, Originality.ai, Turnitin, ZeroGPT, CopyLeaks,
Winston, Sapling, GPTRadar) operates on the same two core metrics:

### Perplexity
Perplexity measures how "surprised" a language model is by each word choice.
- **Low perplexity** = every word is the most predictable choice = AI flag
- **High perplexity** = unexpected, creative word choices = human signal

AI models are trained to minimize perplexity. They pick the most probable next
token. Detectors exploit this: low-perplexity text is the #1 AI fingerprint.

### Burstiness
Burstiness measures variance in sentence structure, length, and complexity.
- **Low burstiness** = uniform sentences, consistent length, robotic cadence = AI flag
- **High burstiness** = mix of long and short, simple and complex = human signal

Humans write in bursts — a 3-word fragment, then a 40-word run-on, then a
medium declarative sentence. AI writes in uniform stripes. Detectors see the
stripe pattern instantly.

### Secondary Signals (vary by detector)
Read the full skill on GitHub

Details

Skill name
ghost
Repo updated
15 June 2026

FAQ

What does the Ghost skill do?

Human writing engine — defeat AI detectors (GPTZero, Originality.ai, Turnitin, ZeroGPT, CopyLeaks) by producing text that reads as undeniably human. Use for any output that must pass as human-authored: reports, essays, articles, emails, social posts, creative writing, academic work, or any text where "sounds like AI" is unacceptable. Provides both upfront writing rules (inject into generation) and post-processing rewrite passes (apply to existing AI drafts).

How do I install the Ghost skill?

skills CLI (Claude Code, Cursor, Codex and more): npx skills add Cam3L1/ghost-skill --skill ghost. Skills go in ~/.claude/skills (personal) or .claude/skills (project), and Claude loads them automatically when a task matches the description.

Is Ghost popular?

It lives in Cam3L1/ghost-skill, which has 6 GitHub stars and 1 forks.

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