
Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST parsing, every edge explained, no vector store.
This skill adds rules that try to strip out common AI writing tells from text the agent generates. It is meant to be used as a reusable writing constraint across Claude Code and other tools that read `SKILL.md` files.
Builders who want their agent to write tweets, emails, articles, bios, reports, and copy with fewer AI tells.
You can ask your agent to write something and get text that avoids common AI-sounding patterns.
Blocks 50+ words that detection studies and community lists often flag.
Blocks common filler phrases like “It’s worth noting” and “In today’s competitive...”
Avoids openers such as “Certainly,” “Moreover,” and “Additionally,” that make text feel machine-written.
Pushes against patterns like rule-of-three symmetry, uniform sentence length, hedging, and corporate pep talk tone.
Reduces em dash overuse, ellipses, emoji bullets, hashtag stacks, and markdown leaks in plain text.
Calls out invented statistics, fabricated quotes, and fake anecdotes.
/plugin marketplace add jalaalrd/founder-toolkit
cp -r skills/anti-ai-slop-writing ~/.claude/skills/
/anti-ai-slop-writing
A Claude Code skill (and universal SKILL.md) that forces any AI to produce human-sounding text by eliminating statistically detectable AI writing patterns.
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.
/plugin marketplace add jalaalrd/founder-toolkit
Copy the anti-ai-slop-writing folder to ~/.claude/skills/:
cp -r skills/anti-ai-slop-writing ~/.claude/skills/
Copy the SKILL.md file to your tool's skills directory. The SKILL.md format is cross-compatible with 11+ coding agents.
Copy the contents of SKILL.md and paste it at the start of any conversation. It works as a system-level writing constraint.
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."
anti-ai-slop-writing/
├── SKILL.md # Core rules (under 500 lines)
└── references/
└── banned-words.md # Full banned vocabulary list (loaded on demand)
Created by Jalaaldeen — builder of Wardex, ZakatChain, and open-source AI tooling for founders.
MIT
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