humanization SKILL.md skillA
humanization from huangwb8/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add huangwb8/skills/humanization@git:20261101.f4446cbPins git:20261101.f4446cb in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- huangwb8/skills
- Path
skills/alpha/humanization/SKILL.md- Versions recorded
- 3
- Latest version
- git:20261101.f4446cb, committed Nov 1, 2026
- First version recorded
- Oct 17, 2026
- Size
- 13,470 bytes
- Repository stars
- 50
- License
- MIT
润色和优化已有文字，让表达自然、清楚、连贯。适用于文章、邮件、报告、说明、学术与技术文本的语言润色、去机器味、调整语气或改善句段衔接；不用于从零写作、补充事实、事实核查、纯翻译、版式修改或全局对话风格设置。.
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
# humanization ## 目标 在忠实原文的前提下，把思想写得自然、清楚、连贯。面向文章、邮件、报告、日常说明、学术和技术文本，改善思想组织、句段推进、衔接、节奏与语气；保留事实、意图、专业含义和必要边界。已有优秀文字可以原样交付，不以改动数量证明价值。 用户要求润色、优化表达、去机器味或调整已有文本的语气时即可使用，无需点名 Skill 或手动选择风格。按原文、用途和读者适配语域，默认不套用任何行业或文体的章节要求。旧名 `nsfc-humanization` 仅作兼容入口。不负责从零写作、补内容、检索或核查事实、纯翻译、修改版式，也不改变全局对话风格；普通问答不属于润色。 ## 流程 ### 输入 待润色原文（直接粘贴或授权文件中的自然语言文本），可附用途、读者、语气与参数。保留原文语言；中文、英文及中英混合文本均按各自语言习惯润色。缺原文时请求补充；用途或读者未指定时沿用原文的正式程度与立场，不强制追问。只有歧义会实质改变含义或沟通意图时才请求澄清。长文分批时带相邻段落与术语表，仅修改授权范围，未提供上下文不臆造篇章关系。 默认值与合法值见 `config.yaml`：支持 `section_type`、`field`、`strength`、`output_mode`、`self_eval_rounds`、`max_self_eval_rounds`、`style_profile` 和 `structure_mode`。这些是 Agent 读取的参数契约，不是已实现的改写 CLI。 - `style_profile`：默认 `auto`，优先遵循用户给出的用途、读者和语气，其次依据原文选择通用、一般学术、自然解释、技术说明或职场沟通风格；线索不足时用通用风格保留原文语气，不要求选参数。显式风格优先于自动选择，只调表达，不添加知识。旧值 `nsfc_academic` 兼容为正式学术表达，不加载基金章节模板；文体职责仅从实际原文或用户要求判断。 - `strength`：`minimal` 修局部障碍；`moderate` 按需调整句序、过渡和重复；`aggressive` 允许更广泛的表达重组。任何强度都可保留原文，不扩大事实或格式权限。 - `structure_mode`：`preserve` 保持行段和结构；`reflow_plain` 在用户明确选择后重分授权的连续纯文本段落。含 LaTeX、标题、列表、代码块或表格的区域回退 `preserve`，仅给重组建议，不把选择该参数当作修改 LaTeX 结构的授权。 - 未知参数值请求更正，不猜相近值；评估轮数按配置上限执行。旧参数和输出模式继续有效；默认强度与轮数的变化见 CHANGELOG。 ### 执行步骤 …
Read the whole file at its exact version.
How to install
mdr add huangwb8/skills/humanization@sha256:b12ecbf23ae5bc93The line at the top of this page pins the label git:20261101.f4446cb, 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_mxnkdjdipkgym3u5)
3 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 3 versions of this file, between Oct 17, 2026 and Nov 1, 2026, about one every 7 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261101.f4446cb latest | 2026-11-01 | f4446cb | 13,470 B | A | view · diff |
| git:20261017.f9e316b | 2026-10-17 | f9e316b | 9,028 B | A | view · diff |
| git:20261017.3ca96b7 | 2026-10-17 | 3ca96b7 | 7,703 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 (13470 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
huangwb8/skills · 50 stars · license MIT · pushed 2026-11-01 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_mxnkdjdipkgym3u5 GET https://markdownregistry.com/api/v1/resolve?ref=huangwb8/skills/humanization GET https://markdownregistry.com/api/v1/blob/b12ecbf23ae5bc938f0a02c0ba7eab85f6f004992f2b5a3eb87a807cb886b0cb
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.