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Unslop Reasoning

Skill Verified Active
Part of:Unslop

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.

Purpose

To improve the readability and human-likeness of AI-generated text, particularly reasoning traces, by removing stylistic artifacts without altering the core facts or code.

Features

  • Removes AI-slop from reasoning traces
  • Preserves code, URLs, and factual content verbatim
  • Offers multiple modes for different levels of rewriting
  • Supports integration with various AI assistants
  • Includes deterministic mode for precise text transformation

Use Cases

  • Cleaning up chain-of-thought or agent decomposition traces
  • Humanizing cover letters, essays, or blog posts generated by AI
  • Ensuring AI-generated code or technical documentation remains accurate
  • Refining AI output for professional communication

Non-Goals

  • Replacing regular prose editing tools for final output
  • Altering the factual content or specific code snippets
  • Guaranteeing detector evasion, focusing on human-readability
  • Operating as a cloud-based service; runs locally

Installation

First, add the marketplace

/plugin marketplace add MohamedAbdallah-14/unslop
/plugin install unslop@unslop-marketplace

Quality Score

Verified
98 /100
Analyzed about 18 hours ago

Trust Signals

Last commit9 days ago
Stars36
LicenseMIT
Status
View Source

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