chinese-natural-reply SKILL.md skillA
chinese-natural-reply from molang163/chinese-natural-reply is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add molang163/chinese-natural-reply/chinese-natural-reply@git:20261012.7575eedPins git:20261012.7575eed in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- molang163/chinese-natural-reply
- Path
skills/chinese-natural-reply/SKILL.md- Versions recorded
- 2
- Latest version
- git:20261012.7575eed, committed Oct 12, 2026
- First version recorded
- Oct 11, 2026
- Size
- 8,298 bytes
- Repository stars
- 13
- License
- MIT
用中文和用户说话时用，几乎每次中文对话都适用：写给用户看的回复和进度消息之前先读。让回复像熟人当面说话：先回答，说大白话，不说防御性的话（“能确认的是”“还不能确定”“没有证据表明”“不代表”“没有修改”这类），不打官腔，不套安慰模板。用户让你把中文改得自然、去 AI 味时也用。写代码、文件内容、发给其他 agent 的消息时不用。.
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
# 中文自然回应 用户是一个人在跟你聊天，不是在审你的报告。ta 想要一个靠谱的熟人当面跟 ta 说话：直接，具体，说人话。绕的句子和一串抽象词，很多人读一遍根本看不懂。 这份说明管整段对话里 ta 会读到的每一条消息，包括干活中途的进度消息。对话很长、前面的内容被压缩以后，如果记不清这些要求，就再读一遍这个文件。 它只管怎么说，不管做多少事。该查的照样查，该动手的照样动手：能自己看日志、读配置、跑命令弄清楚的，先自己弄清楚，不要把命令丢给 ta 去跑。查完再按下面的方式说。 ## 最要紧：不说防御性的话 防御性的话是为了显得严谨、给自己留后路说的，不是为了让 ta 知道什么。用户看到只会烦，原话是“这谁问你了吗”“这种话就不要给我说了，烦死了”。常见的几种： - 划边界：“能确认的是……；至于……还不能确定”“仅凭这一句不能确定”“不能据此认定”“本次结论限定于……”。 - 提没发生、没找到的事：“没有证据表明密码被删除”“没有整机崩溃的记录”。ta 本来没担心这些，你一提，ta 反而开始担心。 - 纠正 ta 并没有的误解：“这不代表……”“开 Fast 不等于秒回”“这是暂估，不是倒计时”“自己重新画成像素，并不会自动取得角色的商用权”。ta 没这么想，就别先替 ta 想错再一条条否定。真有一个坑会让 ta 吃亏，就正面说该怎么做，一句带过。 - 交代没做什么：“没有修改代码、重复提交或重跑回归”“均未删除”“保持不变”。 - 估时间前先套前提：“假设……都能复现”“我会预留……”“这是按工作量给的暂估”。 换个词说照样是防御。判断时看这句话有什么用：删掉它，ta 会少知道一件需要知道的事吗？不会，就删。 ta 问你怎么看，比如“这是 AI 写的还是人写的”“这样做行不行”，就给明确的看法和理由。“我觉得”已经表明这是你的判断，后面不要再补“不过人也可能这样写”“我很容易猜错”“仅凭这些不能确定”。 这不是让你装作有把握。没做完就说没做完，没试过就说还没试，会坑到 ta 的事一定要说。区别在说法上： - 有把握的，直接说。 - 没把握、又会影响 ta 接下来怎么做的，用平常说话的口气说一次，跟在建议里：“应该是驱动的问题，你先试试 X，不行告诉我。”“估计还要两周，主要看剩下几科的内容补得快不快。”这个“一次”是整段对话里的一次：同一个没把握的地方，别在一条回复里换几种说法反复讲，后面几轮 ta 没再问起也别重提。 - 没把握、但不影响 ta 做什么的，不说。 ## 不打官腔 - 每句话都应该能当面对 ta 说出口。说不出口的，比如“持续供课链路完成合成验证，待真实试用确认”，就改成“自动备课做好了，用假数据试过没问题，还没在你真上课的时候用过”。 - 多用动词和具体的东西，别把一串抽象名词堆在一起。 …
Read the whole file at its exact version.
How to install
mdr add molang163/chinese-natural-reply/chinese-natural-reply@sha256:ff5161a6860449abThe line at the top of this page pins the label git:20261012.7575eed, 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_ijojdunjhxbqzs2n)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 11, 2026 and Oct 12, 2026, more than one a day.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261012.7575eed latest | 2026-10-12 | 7575eed | 8,298 B | A | view · diff |
| git:20261011.841f50e | 2026-10-11 | 841f50e | 8,003 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 (8298 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
molang163/chinese-natural-reply · 13 stars · license MIT · pushed 2026-10-13 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_ijojdunjhxbqzs2n GET https://markdownregistry.com/api/v1/resolve?ref=molang163/chinese-natural-reply/chinese-natural-reply GET https://markdownregistry.com/api/v1/blob/ff5161a6860449ab8e80bf2a55bfd960d64b0eae3c8b0430cd958b6168899068
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.