ZenStory AI

Glossary · 术语

去AI味

de-AI editing / de-slop (removing the fingerprints of machine prose)

Definition

去AI味 (qù AI wèi, 'removing the AI flavour') is the editing pass that strips the recognisable fingerprints of model-written Chinese prose. As a term it is widely used for prompt tips; as an automated pipeline stage it means a deterministic checker that names each pattern — negation-then-reversal comparisons, em-dash pile-ups, voice-contrast clichés, trailer-style endings, metaphor density, surveillance-camera action lists — plus model-degeneration signs such as verbatim repetition, mid-sentence truncation and refusal leakage, and a rewrite step that clears what was flagged.

定义

去AI味是把模型写出的中文里可辨认的指纹去掉的编辑环节。作为一个词它到处是提示词技巧；作为自动化流程阶段，它指一个逐条命名模式的确定性检查器——否定铺垫加肯定翻转、破折号堆叠、「声音不高却」式对比、预告片式收尾、比喻密度、监控摄像头式动作清单——再加上复读、截断、拒答泄漏等模型退化信号，以及针对标记结果的改写。

In practice · 在工具里

/story-deslop runs check-ai-patterns.js (~20 named patterns with blocking vs advisory severity) and check-degeneration.js; deliberate rhetorical repetition (排比 / 复沓) is exempted because popular web fiction uses it for rhythm.

/story-deslop 运行 check-ai-patterns.js（约 20 种命名模式，分阻断/建议级别）与 check-degeneration.js；排比、复沓等有意的修辞重复被豁免，因为通俗网文靠它们做节奏。

Implemented in Oh Story · source

Related: 拆文

Part of ZenStory AI · ZenStory AI 项目

ZenStory AI builds open-source agent skills and workbenches that take a story from research and drafting through to short drama, playable games, and narrated video — running inside Claude Code, Codex, OpenCode, and DeepSeek Harness.

ZenStory AI 打造开源的 AI 故事创作 Agent Skills 与工作台，覆盖从选题、拆解、写作到短剧、可玩游戏与解说视频的全链路，可在 Claude Code、Codex、OpenCode、DeepSeek Harness 等 Agent 环境中运行。

ProjectFormatWhat it does
Oh Story Agent skill pack Turn a coding agent into a complete web-fiction writing workflow — chart scanning, deconstruction, drafting, de-AI editing, covers.
Drama Skills Production skill suite An idea or a novel in; episode scripts, assets, storyboards, image and video prompts, and an independent review out.
Novel to Game Adaptation skill pack Turn a novel in any language into a source-grounded, fully playable game.
Video Recap Skills Video workflow Clip any video into a narrated Chinese recap — scene detection, script, voice-over, cut, subtitles — with a CapCut draft export.
Oh Story DSH DSH plugin The whole story stack inside DeepSeek Harness, with a GUI workbench.
ZenStory Workbench Web workbench Chat to create — an agent-driven novel-writing workbench that keeps files, materials, characters, chapters and versions in one place.