Install
$ agentstack add skill-tance-mang-chinese-webnovel-skills-aidetect ✓ scanned · ✓ verified, works with Claude Code, Cursor, and more.
Security review
✓ PassedNo issues found. Passed automated security review. · v0.1.0 How review works →
- ✓ Prompt-injection patterns
- ✓ Secret / credential exfiltration
- ✓ Dangerous shell & filesystem operations
- ✓ Untrusted network calls
- ✓ Known-malicious package signatures
What it can access
- ✓ Network access No
- ✓ Filesystem access No
- ✓ Shell / process execution No
- ✓ Environment & secrets No
- ✓ Dynamic code execution No
From automated source analysis of v0.1.0. “Used” means the capability is present in the source — more access means more to trust, not that it’s unsafe.
Verified badge
Passed review? Show it. Paste this badge into your README, it links to the public security report.
Reliability & compatibility
Declared compatibility
Compatibility is declared by the source manifest. End-to-end runtime verification is coming, see below.
We're building live execution health for every listing: tool-call success rate, median latency, uptime, and last-checked timestamps, measured, not self-reported. It isn't live yet, so we don't show numbers we can't stand behind.
How agent discovery & health will work →About
AI 味量化检测器(aidetect)
deslop 告诉你"怎么改",本技能告诉你"有多重、扣分在哪几项、问题在第几句"。把"我觉得有点 AI 味"变成可量化的诊断:AI 味指数 7.2/10,扣分在比喻密度和连续同句式,位置见清单。
何时用
- 想给一段/一章正文打个"AI 味分"
- 改稿前先定位 AI 味重灾区,按优先级下刀
- 量化对比"改前 vs 改后"降了多少
- 和相邻技能的分工:
aidetect:量化检测+评分+定位(出诊断)deslop:表面改(修辞/标点/重复/极端词)human:深层改(失控感/非理性/不闭环)annotate:单章节奏可视化(钩子/爽点/修饰词)review:整卷读者留存五维诊断
十二项量化指标(详见 references/ai-detector.md)
- 比喻密度 ≤3/千字且不连用("像…似…宛如…"三连=污染)
- 排比/三段式 ≤1处/章("不是A不是B而是C")
- 连续同句式 ≤2 句(连续3+句"主语+动作"报警)
- 句长波动 一段内长/短 ≥3 倍,要有碎句也要有长句
- 段落分布 长短段交错,忌全长/全短/雷同对仗
- 高频情绪词重复 震惊/瞳孔一缩/心头一震… 同章各≤1
- 极端词 非常/极其/瞬间/顿时… 删九成,≤2–3/千字
- 转折词/空泛升华/标点误用 然而/与此同时…、
.../句号当顿号 - 总结句 / tell 密度 "这一刻她明白…""她很悲伤"→show≫tell(专项改用
emotion) - 动作/对白/心理/说明配比 防"心理80",心理+说明别过半
- 环境审计 环境÷推进,500字蓝天白云不推剧情=注水
- 阅读摩擦 连续长段/环境/回忆/解释 堆叠 → 手机读者劝退
> ⚠️ 这是估算式启发规则,不是逐字计数:扫一遍估每千字次数、找连续段、挑最密的位置。重在定位 + 趋势。
AI 味指数(0–10,越高越浓 = 越该改)
连续同句式、句长波动权重最高(最毁人味感)。分档:
- 0–3 像真人:偶有小瑕,可发
- 4–6 半成品:有机器痕迹,按定位改重点项
- 7–10 浓 AI 味:一眼假,整章过
deslop+human
输出:量化扫描报告
【AI 味量化扫描 · 第 N 章 / 选段】
字数:__ AI 味指数:__/10 一句话结论:……
指标(实测 vs 阈值):比喻密度 / 连续同句式 / 句长波动 / 段落分布 /
高频情绪词 / 极端词 / 排比三段式 / 转折升华标点 —— 逐项 ✓/⚠/✗
【扣分定位】(给到句/段)
① 第_段:"原句" → 连续4句主语+动作 → 改法
② 第_段:"像…似…宛如…" → 比喻三连 → 删两个
【优先改】先动 AI 味分最高的 1–2 项
原则
- 先定位后评分:分数服务于"改哪里",不是为打分。
- 结合平台:番茄本就短句快节奏——短句密集≠AI,关键看有没有波动、有没有碎句和长句穿插。
- 只诊断不改稿:出报告后交给
deslop/human/emotion动手。
配合
- 表面改 →
deslop(references/anti-ai-checklist.md) - 深层人味 →
human(references/human-texture.md) - 句式节奏 →
references/sentence-rhythm.md - 情绪演出来 →
emotion(references/show-emotion.md)
Source & license
This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.
- Author: tance-mang
- Source: tance-mang/chinese-webnovel-skills
- License: MIT
Install and usage instructions live in the source repository linked above.
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Versions
- v0.1.0 Imported from the upstream source.