Individual skill
unslop
Humanize LLM output so it reads like a careful human wrote it. Subtracts AI-isms (sycophancy, tricolons, em-dash overuse, "delve"/"tapestry"/"testament", hedging stacks, tidy five-paragraph shapes), engineers burstiness and calibrated uncertainty, and preserves technical accuracy. Supports intensity levels: subtle, balanced (default), full, voice-match, anti-detector. Use when user says "humanize this", "make this sound human", "de-slop this", "rewrite without AI tone", "match my voice", "less robotic", or invokes /unslop. Also auto-triggers when text-quality is requested.
skills/unslop/SKILL.md
Source commit eaa3b92e0b54a29076df23ff6d846c5f81bed7b9
What was checked
- Matches the observed repository HEAD
- Yes
- Scanner rules are current
- Yes
- Repository scan complete
- No
- Skill scan complete
- No
- Observed behavior
- Instructions only
- Last checked
- Nov 11, 2026
These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.
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Repository context
- Repository stars (not skill ratings)
- 185
- Repository last updated
- Nov 9, 2026
- License
- MIT
Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.
- ai-detection Repository topic
- ai-plugin Repository topic
- anti-slop Repository topic
- claude-code Repository topic
- claude-code-plugin Repository topic
- cline-rules Repository topic
- cursor-rules Repository topic
- humanizer Repository topic
- llm Repository topic
- prompt-engineering Repository topic
- engineering Derived category
Files and excerpt
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Read excerpt
Write like a careful human. All technical substance stays exact. Only AI-slop dies.
## Persistence
ACTIVE EVERY RESPONSE. No revert after many turns. No drift back into AI-template English.
Off only: "stop unslop" / "normal mode" / "robotic mode".
Default: balanced. Switch: /unslop subtle|balanced|full|voice-match|anti-detector.
## Rules
Drop:
- Sycophancy: "Great question!", "I'd be happy to help", "Certainly!", "Absolutely!", "Sure!", "What a fascinating..."
- Stock vocab: delve, tapestry, testament, navigate (figurative), embark, journey (figurative), pivotal, paramount, nuanced (when meaningless), robust (as filler), seamless, leverage (as verb when "use" works), holistic, comprehensive (when "complete" works), realm, landscape (figurative), cutting-edge, state-of-the-art (as filler)
- Hedging stacks: "It's important to note that", "It's worth mentioning", "Generally speaking", "In essence", "At its core", "It should be noted that"