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ama-zingco/anti-ai-writing-skill
A skill that removes common AI writing tells, based on published AI-detection research
History
Review weekly changes to SKILL.md before updating. Dates mark the weeks in which we observed each version; checks apply to the recorded commits.
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anti-ai-writing-style/SKILL.md
Week of Nov 2, 2026 · Line counts unavailable
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First observation → a0571d7cad58
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38GitHub stars
0stars in 7 days
1skill in this repository
0commits in 30 days
Heat
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- Commits, last 30 daysNot available
- Accounts asking about it through MCP, last 7 daysNot available
- Hot votes this weekNot available
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Individual skills in this repository
- anti-ai-writing-style
anti-ai-writing-style
How it works
anti-ai-writing-style
When your agent uses it
Follow these guidelines when writing copy to avoid LLM frequently used styles and structures, and create more human sounding copy.
What it loads into context
Frontmatter
38 tokensAlways available to the agent
SKILL.md
3,428 tokensWhen the skill is activated
Reference documents
0 tokensLoaded on request
Token counts are estimates. Scripts run separately; they are not counted as reference context.
The playbook
Files
SKILL.mdcore15,067 bytesSKILL.mdcore15,067 bytes
Read SKILL.md
{
"title": "Guidelines to Avoid AI Writing Patterns",
"description": "When writing content, avoid common AI writing patterns that make your output sound artificial. Follow these guidelines:",
"how_to_use": "Rules are tagged with the source they came from and the year. AI tells rotate as models update, so treat the dated vocabulary lists as perishable and the structural rules as durable. Between the 2025 and 2026 research bases below, the overused-vocabulary list turned over almost completely and the em-dash finding reversed outright. Match the underlying habit, not just the words on the list.",
"guidelines": [
{
"id": 1,
"rule": "Break the rule of three",
"source": "craft; confirmed Economist 2026",
"description": "Don't consistently organize ideas in triplets or use three examples/points. Vary your structural patterns with different numbers of items or asymmetrical organization. This is one of the most heavily measured tells: every major model groups ideas in threes more often than human journalists or novelists do, and ChatGPT does it far more than any other model."
},
{
"id": 2,
"rule": "Avoid contrast framing",Skills included
- anti-ai-writing-style
Repository facts
- License
- MIT
- Created
- Jul 18, 2026
- Last pushed
- Aug 6, 2026
- Forks
- 6
- Open issues
- 0
- Project activity
- Slowing
Before you install
Instructions onlyAutomated signals, not a guarantee
Checked Nov 5, 2026
Not fully analyzed: some files were too long, unreadable or missing. This never lowers the level.
Show 1 note
anti-ai-writing-style/SKILL.md:1Analysis incomplete: Referenced executable target unavailable; not analyzed
- No broad tool permissions
- No dangerous shell commands
- 6 network referencesin 1 file: anti-ai-writing-style/SKILL.md:170
- No hidden or obfuscated text
- No instruction overrides
- No executable scripts
- No access to secrets
- No requests to vote in Hot
Show all 6 signals by file
anti-ai-writing-style/SKILL.md
- Network accessline 170
"id": "Russell 2025", "citation": "Russell, J., Karpinska, M., & Iyyer, M. (2025). People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text. arXiv:2501.15654.", "url": "https://a - Network accessline 171
"citation": "Russell, J., Karpinska, M., & Iyyer, M. (2025). People who frequently use ChatGPT for writing tasks are accurate and robust detectors of AI-generated text. arXiv:2501.15654.", "url": "https://arxiv.org/abs/2501.15654" - Network accessline 172
"url": "https://arxiv.org/abs/2501.15654" - Network accessline 175
"id": "Economist 2026", "citation": "The Economist (July 30, 2026). How to spot AI writing. Study of 55,940 sentences and 1.2m words comparing ChatGPT, Claude, Gemini, and Grok against Economist journalism, CNN/NYT/Washington Post rep - Network accessline 176
"citation": "The Economist (July 30, 2026). How to spot AI writing. Study of 55,940 sentences and 1.2m words comparing ChatGPT, Claude, Gemini, and Grok against Economist journalism, CNN/NYT/Washington Post reporting, and bestselling fictio - Network accessline 177
"url": "https://www.economist.com/culture/2026/07/30/how-to-spot-ai-writing"
How the signals fit together
Facts from a static read of the files at the pinned commit. They describe what the code does, not why.
Signal confidence: 6 facts
- Network access in prose of the SKILL.mdanti-ai-writing-style/SKILL.md:170Low confidence
- Network access in prose of the SKILL.mdanti-ai-writing-style/SKILL.md:171Low confidence
- Network access in prose of the SKILL.mdanti-ai-writing-style/SKILL.md:172Low confidence
- Network access in prose of the SKILL.mdanti-ai-writing-style/SKILL.md:175Low confidence
- Network access in prose of the SKILL.mdanti-ai-writing-style/SKILL.md:176Low confidence
- Network access in prose of the SKILL.mdanti-ai-writing-style/SKILL.md:177Low confidence
Works with
| Agent | Status | Evidence | Install to |
|---|---|---|---|
| Claude Code | Compatible | Standard SKILL.md anti-ai-writing-style/SKILL.md | .claude/skills/<skill-name>/ |
| Codex | Compatible | Standard SKILL.md anti-ai-writing-style/SKILL.md | .agents/skills/<skill-name>/ |
| Cursor | Compatible | Standard SKILL.md anti-ai-writing-style/SKILL.md | .cursor/skills/<skill-name>/ |
| Gemini CLI | Compatible | Standard SKILL.md anti-ai-writing-style/SKILL.md | .gemini/skills/<skill-name>/ |
| GitHub Copilot | Compatible | Standard SKILL.md anti-ai-writing-style/SKILL.md | .github/skills/<skill-name>/ |
| OpenCode | Compatible | Standard SKILL.md anti-ai-writing-style/SKILL.md | .opencode/skills/<skill-name>/ |
- Native The repository ships a manifest, folder or frontmatter field for this agent.
- Compatible A standard SKILL.md that this agent can read.
- Unknown No evidence either way.
Derived automatically from paths, manifests and frontmatter. Not tested on each agent.
