Agent Skills › Narcooo/inkos › inkos-story-deslop

inkos-story-deslop

GitHub

识别并修复AI写作痕迹、模板化表达和空洞总结，保留作者声音。通过语义诊断而非关键词替换进行文本清理，适用于感觉机械、重复或过度解释的段落优化。

packages/core/skills/inkos-story-deslop/SKILL.md Narcooo/inkos

用户反馈文本感觉通用、机械、过度解释、重复或像AI生成需要清理带有AI写作痕迹或模板化腔调的文本

npx skills add Narcooo/inkos --skill inkos-story-deslop -g -y

More Options

Non-standard path

npx skills add https://github.com/Narcooo/inkos/tree/master/packages/core/skills/inkos-story-deslop -g -y

Use without installing

npx skills use Narcooo/inkos@inkos-story-deslop

指定 Agent (Claude Code)

npx skills add Narcooo/inkos --skill inkos-story-deslop -a claude-code -g -y

安装 repo 全部 skill

npx skills add Narcooo/inkos --all -g -y

预览 repo 内 skill

npx skills add Narcooo/inkos --list

Frontmatter

{
    "name": "inkos-story-deslop",
    "description": "识别并修复空泛、模板化、总结腔和其他AI写作痕迹，同时保留作者声音。Use for semantic prose cleanup, not keyword deletion."
}

Semantic prose cleanup

Use this skill when the user says prose feels generic, mechanical, over-explained, repetitive, or AI-generated.

Diagnose by reading function and effect, not by counting banned words or applying global replacements.
Distinguish a real defect from a legitimate voice choice. Repetition can be rhythm; abstraction can be intentional; short sentences can be pressure.
Look for unsupported conclusions, emotion labels without scene evidence, generic transitions, symmetrical canned phrasing, repeated interpretation, decorative detail, summary replacing scenes, and dialogue that only transfers information.
In an active book, audit first when scope is unclear. Use the reviser for an authorized rewrite; do not paste a replacement chapter into chat and claim it was saved.
Preserve plot facts, viewpoint, character voice, evidence, pacing function, and strong original lines.
Respond in the user's language.

Load references/semantic-cleanup.md for a passage-level diagnosis or revision brief.