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vibe-slop-filter

95 / 100 · Low risk

Fine to try. Some of what it can do is expected: a coding skill usually runs build and test commands.

By ash1794/vibe-engineering (GitHub) · coding · 163 stars · scanned at commit 8f1d71b

Strips AI-generation "smell" from prose before it ships (READMEs, docs, release notes, PR descriptions, posts, emails). Counts measurable tells first (keyword saturation, tricolons and anaphora, the "not X, it's Y" reflex, fragment-for-emphasis, bolded thesis lines, listicle-ization, signpost phrases, filler vocabulary, em-dashes, engineered-quotable closers), then applies a "doing work or reflex?" test to each instance so genuine voice survives. Use when asked to de-slop text or make it sound …

Works with any agent that supports SKILL.md skills.

What this skill can do

Install

Paste this into your terminal. It downloads exactly the version we scanned, not whatever is newest.

if [ -e ~/.agents/skills/'vibe-slop-filter' ] || [ -L ~/.agents/skills/'vibe-slop-filter' ]; then echo 'A skill folder named vibe-slop-filter already exists — not replacing it' >&2; false; else d=$(mktemp -d) && git clone --quiet --filter=blob:none --no-checkout 'https://github.com/ash1794/vibe-engineering' "$d" && git -C "$d" checkout --quiet '8f1d71bc6d5738afd2e50ef11cbbfe061083af38' -- 'plugins/vibe-engineering/skills/vibe-slop-filter' && mkdir -p ~/.agents/skills && cp -R "$d"/'plugins/vibe-engineering/skills/vibe-slop-filter' ~/.agents/skills/'vibe-slop-filter' && rm -rf "$d"; fi

Codex reads ~/.agents/skills directly. For Claude Code, Cursor, Copilot, Gemini CLI, Antigravity or OpenCode, also link it. For Claude Code: ln -s ~/.agents/skills/'vibe-slop-filter' ~/.claude/skills/'vibe-slop-filter' (other agents: ~/.cursor/skills, ~/.copilot/skills, ~/.gemini/skills, ~/.gemini/config/skills, ~/.config/opencode/skills). Or install through the finder skill, which does both.

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