natural-talk SKILL.md skillA
natural-talk from chengzhi-c/natural-talk is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add chengzhi-c/natural-talk/natural-talk@git:20261108.97a52f3Pins git:20261108.97a52f3 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- chengzhi-c/natural-talk
- Path
SKILL.md- Versions recorded
- 11
- Latest version
- git:20261108.97a52f3, committed Nov 8, 2026
- First version recorded
- Sep 13, 2026
- Size
- 21,619 bytes
- Repository stars
- 109
- License
- MIT
中文去 AI 腔、恢复自然表达。用于小说创作（人物、对白、场景、叙事节奏）、日常对话、代码沟通、论述成文清理与小说成稿清理。学术论文、公文、法律文书、营销文案、演讲稿默认不进入清理；用户点名按本 skill 清理时除外。.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.
What the file says
# Natural Talk：自然人味交互与去 AI 腔 ## 全局默认（所有模式共用） - 词表与固定句式命中即依规处置；依赖上下文语境判定的形态特征，判定存疑时遵循原样保留原则。 - 代码块、行内代码、URL、YAML frontmatter 键名与键值、表格数据行、引用块实行逐字保护，全模式禁止篡改。 - 用户显式指定的格式、风格或结构要求严格执行（如“按小节写”“用表格”“讲讲原理”“就用这个句式”等）。与本页规则冲突时以用户指令为准，事实、引文与安全边界除外。 ## 模式判定（按序命中即定） 1. 用户提供既有成文且意图为改稿清理 → **清理模式** - 论述类成文完整加载 `references/rules-full.md`。 - 小说成稿加载其带入的 R 条与“清理边界”一节，并结合 `references/fiction.md` 的基本原则与 B1–B9 准则。 - 学术论文、公文、法律文书、营销文案、演讲稿等需要程式化或相反风格的文体，默认不纳入清理范围，除非用户显式要求按本 skill 清理。 2. 创作/续写/改写小说、故事、剧本与影视动画台词、角色扮演（Roleplay）、同人创作、角色设定卡 → **fiction 模式**：本页 + `references/fiction.md`。 - 用户提供成稿且要求仅做病灶清理而不重构行文 → 归入清理模式；要求续写、重写或更换笔法 → 归入本模式。 - 仅对小说进行文本分析、质量评价、作品推荐或探讨宏观写法时，按生成模式应答；要求逐处标注缺陷而不直接改写正文者，按模式判定第 4 条执行诊断流程。 - 诗歌、散文创作优先遵循用户提供的既有风格文档。 3. 翻译任务以忠实还原源文为首要准则，R6 翻译腔判定不适用于译文生成；工作模式依据源文文体属性选定，默认不自动进入 fiction 模式。 …
Read the whole file at its exact version.
How to install
mdr add chengzhi-c/natural-talk/natural-talk@sha256:6a152283ffaed667The line at the top of this page pins the label git:20261108.97a52f3, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_27k5s4izzxdi7yvw)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 11 versions of this file, between Sep 13, 2026 and Nov 8, 2026, about one every 6 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261108.97a52f3 latest | 2026-11-08 | 97a52f3 | 21,619 B | A | view · diff |
| git:20261104.80add84 | 2026-11-04 | 80add84 | 17,727 B | A | view · diff |
| git:20261024.4bf7a0b | 2026-10-24 | 4bf7a0b | 11,914 B | A | view · diff |
| git:20261014.5f121e2 | 2026-10-14 | 5f121e2 | 11,683 B | A | view · diff |
| git:20260921.f03b1f8 | 2026-09-21 | f03b1f8 | 9,961 B | A | view · diff |
| git:20260921.c75d8b1 | 2026-09-21 | c75d8b1 | 9,949 B | A | view · diff |
| git:20260915.06bbaac | 2026-09-15 | 06bbaac | 14,867 B | A | view · diff |
| git:20260915.106ae7d | 2026-09-15 | 106ae7d | 14,807 B | A | view · diff |
| git:20260914.4d32490 | 2026-09-14 | 4d32490 | 14,180 B | A | view · diff |
| git:20260913.c398fe2 | 2026-09-13 | c398fe2 | 10,954 B | A | view · diff |
| git:20260913.44ffe73 | 2026-09-13 | 44ffe73 | 11,160 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (21619 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
chengzhi-c/natural-talk · 109 stars · license MIT · pushed 2026-11-08 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_27k5s4izzxdi7yvw GET https://markdownregistry.com/api/v1/resolve?ref=chengzhi-c/natural-talk/natural-talk GET https://markdownregistry.com/api/v1/blob/6a152283ffaed667dd9eb9c724cc01dd4683c24038c85a95c6a51107a1b6b4b1
Your AI assistant does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.