promptschat
Gives Claude Code access to the prompts.chat library, letting you search, retrieve and improve AI prompt templates, and find and install Agent Skills from its registry.
2 skills2 agents2 commands1 MCP+3+2+2+2+1+1+1+1175k
@gh-fContent
Plugin
anti-ai-slop-writing
A writing skill that steers Claude toward natural, human-sounding prose by avoiding common AI writing patterns. It applies to tweets, emails, articles, bios, captions, reports, and cover letters.
Plugin Signal40/100Fair
maintained21
capable14
documented100
adopted59
Claude Code
$ npx -y skills add jalaalrd/anti-ai-slop-writing --agent claude-code
Codex
$ npx skills add jalaalrd/anti-ai-slop-writing -a codex
Cursor
$ npx skills add jalaalrd/anti-ai-slop-writing -a cursor
Gemini CLI
$ npx skills add jalaalrd/anti-ai-slop-writing -a gemini-cli
GitHub Copilot
$ npx skills add jalaalrd/anti-ai-slop-writing -a github-copilot
OpenCode
$ npx skills add jalaalrd/anti-ai-slop-writing -a opencode
Windsurf
$ npx skills add jalaalrd/anti-ai-slop-writing -a windsurf
Stats
607
Stars
65
Forks
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What's inside
README
Anti-AI-Slop Writing Skill
A Claude Code skill (and universal SKILL.md) that forces any AI to produce human-sounding text by eliminating statistically detectable AI writing patterns.
What It Does
Every piece of text the AI produces — tweets, emails, articles, bios, reports, copy and message passes through constraints that eliminate the vocabulary, structure, punctuation, and formatting patterns that readers and detection tools flag as AI-generated.
Based on research from Carnegie Mellon (2025), Wikipedia's Signs of AI Writing page, Buffer's 52M post analysis, and community detection patterns documented across X and Reddit.
What It Catches
- 50+ banned words flagged across multiple AI detection studies (delve, tapestry, landscape, testament, vibrant, pivotal, etc.)
- 35+ banned phrases ("In today's competitive...", "It's worth noting...", "Not just X, but Y", etc.)
- 16 banned sentence openers ("Certainly,", "Moreover,", "Additionally,", etc.)
- 10 structural patterns (rule of three, uniform sentence length, hedging seesaw, corporate pep talk, passive voice, etc.)
- Punctuation tells (em dash overuse, exclamation spam, ellipsis abuse)
- Formatting leaks (markdown in plain text, emoji bullet points, hashtag stacks)
- Accuracy failures (invented statistics, fabricated quotes, fake anecdotes)
Installation
Claude Code (plugin marketplace)
/plugin marketplace add jalaalrd/founder-toolkit
Claude Code (manual)
Copy the anti-ai-slop-writing folder to ~/.claude/skills/:
cp -r skills/anti-ai-slop-writing ~/.claude/skills/
Other AI Tools (Cursor, Codex, Gemini CLI, etc.)
Copy the SKILL.md file to your tool's skills directory. The SKILL.md format is cross-compatible with 11+ coding agents.
Any AI Chat (ChatGPT, Claude.ai, Gemini, etc.)
Copy the contents of SKILL.md and paste it at the start of any conversation. It works as a system-level writing constraint.
Usage
The skill activates automatically when you ask the AI to write anything. You can also invoke it directly:
/anti-ai-slop-writing
Or just ask: "Write this tweet / email / article and make it sound human."
File Structure
anti-ai-slop-writing/
├── SKILL.md # Core rules (under 500 lines)
└── references/
└── banned-words.md # Full banned vocabulary list (loaded on demand)
Author
Created by Jalaaldeen — builder of Wardex, ZakatChain, and open-source AI tooling for founders.
License
MIT
Stars on GitHub
Momentum
- stars in total
- 607
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@zarazhangruiQuestions about anti-ai-slop-writing.
A writing skill that steers Claude toward natural, human-sounding prose by avoiding common AI writing patterns. It applies to tweets, emails, articles, bios, captions, reports, and cover letters. Install it with the command on its page. It includes anti-ai-slop-writing. Its skills do not fire on their own yet. Free and open source.
- What is anti-ai-slop-writing?
- A writing skill that steers Claude toward natural, human-sounding prose by avoiding common AI writing patterns. It applies to tweets, emails, articles, bios, captions, reports, and cover letters.
- How do I install anti-ai-slop-writing?
- Run these in Claude Code: npx -y skills add jalaalrd/anti-ai-slop-writing --agent claude-code. Then prompt normally.
- Does anti-ai-slop-writing auto-invoke its skills?
- Not yet. It is indexed on Flowy as a plain plugin.
- Is anti-ai-slop-writing free?
- Yes. Flowy is free and open source, with nothing gated. You can read every skill in full before you install.
- Which coding agents can use anti-ai-slop-writing's skills?
- anti-ai-slop-writing installs in Claude Code, and its skills also install in Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI. Each skill's page has the install command. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.
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