Individual skill
unslop-reasoning
Strip AI-slop patterns from reasoning traces (chain-of-thought, extended thinking, agent decomposition) — not final prose. Reasoning text has its own slop catalog that regular unslop doesn't target: over-explaining the question, over-hedging, over-decomposing trivial problems into 6-bullet substeps, infinite-loop rationalization. Trigger: /unslop-reasoning, "clean up my reasoning", "fix this chain of thought", "this CoT sounds robotic". Applies to reasoning output; does not override regular /unslop mode.
plugins/unslop/skills/unslop-reasoning/SKILL.md
Source commit eaa3b92e0b54a29076df23ff6d846c5f81bed7b9
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- Yes
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- Yes
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- Observed behavior
- Instructions only
- Last checked
- Nov 11, 2026
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- 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
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SKILL.mdcore · 5,989 bytes
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# unslop-reasoning
## Purpose
The regular unslop skill targets prose. Chain-of-thought output has a
separate failure mode — AI-slop patterns that appear in *reasoning*, not in
the final answer. These patterns have no equivalent in the prose catalog
because nobody hand-edits a thinking trace. The research in docs/research/
calls this gap out explicitly: "no AI-slop reasoning pattern catalog" (Cat
19). This skill fills it.
Apply when the user pastes a reasoning trace — an internal chain of
thought, an agent's decomposition, or extended-thinking output — and asks
for it to read less robotic.