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This skill library gives writers two tools for escaping generic prose. The first is a rule set with worked examples that show how to replace intensifiers, hollow statements, weasel words, and repetitive structure with specific, verifiable facts. The second is a data-driven voice profile built from 513,683 words of Louis Rossmann's writing, capturing his testable-number density, high sentence-length variance, and claim-then-proof structure. Together they help editors, technical writers, and anyone producing long-form prose catch the patterns that make text read like machine output.
Compatible AgentsThe repository documents support for these agents. The skills may also work with other agents that can load SKILL.md files, but they may need some setup or small changes.
Installs: Complete no-ai-slop-writing-rules plugin containing the no-ai-slop and rossmann-voice skills. · Claude Code
Enter both commands, in order, in a Claude Code agent session. The first adds the repository as a plugin marketplace; the second installs the documented plugin.
Installs: Complete repository skills bundle copied into the target project's .agents/skills/ directory.
Before you start
Git
Run from: A terminal directory where the repository can be cloned and from which the target project is reachable.
In a terminal, run both commands in order. Replace the literal `your-project` placeholder in the second command with the path to the target project; keep the destination `.agents/skills/` suffix.
Source material containing any facts, numbers, dates, names, or citations that the revision may use
Use the no-ai-slop skill to edit the supplied draft. Replace vague claims with specific, checkable facts available in my source material; remove em dashes, filler phrases, intensifiers, weasel words, dramatic headings, repetitive section shapes, and fabricated attributions. Then apply the skill's self-check before returning the revised text. Do not invent facts or numbers.
Draft one evidence-grounded paragraph in Rossmann's voice
Uses rossmann-voice
Topic and intended audience
Verified facts, including relevant numbers, dates, sources, prices, components, suppliers, or exact identifiers
Use the rossmann-voice skill to write one short paragraph about my topic from the supplied verified facts. Ground the claim in exact numbers, dates, named sources, prices, components, suppliers, or identifiers where relevant; express criticism through precise description rather than adjectives; vary sentence length; and use contractions by default. Do not invent supporting details.
Claude
Codex
Cursor
Gemini CLI
Windsurf