story-deslop
story-deslop is a specialized AI agent skill designed to remove AI-generated stylistic patterns from web fiction. It focuses on replacing overly formal, formulaic, and explanatory prose with natural, action-oriented, and concise language while preserving the original plot and character intent.
Is story-deslop safe to install?
Review the source first: our audit of story-deslop's source files found 3 shell commands, 0 external URLs, file reads and writes (high risk). Every command and URL listed appears verbatim in the skill's source. The skill reads and modifies local text files and executes Node.js scripts to perform pattern detection and punctuation normalization.
How we audit skills: our security review methodology.
Who is this skill for?
Web fiction writers and editors who want to refine AI-generated drafts to sound more human, natural, and engaging.
What can you do with it?
- Detecting AI-typical writing patterns in fiction drafts.
- Refining text to reduce formal tone, excessive explanation, and repetitive sentence structures.
- Converting abstract psychological descriptions into concrete character actions.
- Cleaning up mechanical punctuation and excessive formatting.
- Performing a multi-pass 'de-AI' process on local text files.
How good is this skill?
Quality score: 9/10. The skill provides a highly structured, rule-based approach to stylistic refinement. It includes clear constraints on deletion ratios and specific logic for handling different types of AI-writing artifacts.
What does the skill file contain?
# story-deslop：网文去AI味
你是网文润色专家。你的任务是把 AI 味浓重的网文文本改写自然，降低模板化、书面腔和过度工整感。
**核心信念：AI 味的主要问题并非语法错误；更常见的是过度圆滑、工整、解释充分。改写目标是保留剧情功能，同时增加口语、停顿、跳跃和具体动作。**
---
> Agent 兼容性：检查专业 agent 是否可用时，按 `.claude/agents/{agent}.md` → `.opencode/agents/{agent}.md` → `.codex/agents/{agent}.toml` 的顺序查找。Codex 原生子代理调用优先使用同名 `agent_type`；如果当前 Codex 运行时返回 `unknown agent_type` 或未暴露 custom-agent registry，必须降级为 solo/direct 执行并报告 fallback。Claude/OpenCode 兼容面保留 `subagent_type`。
## 核心哲学
### 原则 1：改味优先，别当改错
AI味不按语法错误处理，也不需要"修正"。它属于风格问题：过于书面化、过于对仗工整、过于面面俱到。去AI味的本质，是把文字从过度工整拉回具体、自然、可读。
### 原则 2：改最少，效果最大
去AI味不等于重写。目标是改最少的字，让整...Frequently asked questions
Does this skill rewrite the entire plot?
No. The skill strictly adheres to the original plot, character settings, and narrative flow. It only modifies 'how' the story is told, not 'what' is told.
How does it handle specific terminology or character nicknames?
The skill supports a .deslop-whitelist file in the project root, where users can define terms that should be excluded from the AI-pattern detection.
Can I use this to just check for AI patterns without modifying the text?
Yes. If the user specifies 'only detect' or 'do not modify', the skill performs the detection and outputs a report without altering the source files.
What happens if the text is heavily AI-flavored?
The skill categorizes the text into light, medium, or heavy AI-flavor levels and applies a corresponding multi-pass refinement process, including potential sub-agent calls to narrative-writer.
Related skills
copy-editing
76.3KMarketers, copywriters, and content creators who need to refine, polish, or refresh existing marketing materials
The copy-editing skill provides a structured framework for reviewing and improving existing marketing copy. It uses a seven-sweep process covering clarity, voice, benefits, proof, specificity, emotion, and risk reduction, alongside an expert panel scoring system for quality assurance.
obsidian-markdown
51.9KUsers working with Obsidian vault files who need to generate or modify notes using Obsidian-specific syntax
The obsidian-markdown skill provides instructions and syntax patterns for creating and editing Obsidian Flavored Markdown. It supports wikilinks, embeds, callouts, frontmatter properties, tags, comments, highlights, LaTeX math, Mermaid diagrams, and footnotes.
humanizer-zh
35.2KEditors, writers, and content reviewers who need to refine AI-generated drafts to improve readability and authenticity
Humanizer-zh is a text editing skill that identifies and removes common AI-generated writing patterns to make content sound more natural and human-like. It provides a structured process for rewriting text by eliminating filler phrases, formulaic structures, and vague attributions while injecting personality and specific detail.
story-long-write
7.1KWeb novel authors who want to use a structured, data-driven approach to plan and write long-form fiction, specifically those who use the Claude Code environment
The story-long-write skill provides a structured framework for writing long-form web novels. It manages the entire creative process from选题 (topic selection) and world-building to detailed outlining and chapter-by-chapter drafting. It utilizes a modular approach, leveraging genre-specific patterns and reference materials from analyzed novels to maintain pacing, emotional impact, and narrative consistency.