nature-social-science SKILL.md skillA
nature-social-science from yuan1z0825/nature-skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add yuan1z0825/nature-skills/nature-social-science@git:20261001.97c4c05Pins git:20261001.97c4c05 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- yuan1z0825/nature-skills
- Path
skills/nature-social-science/SKILL.md- Versions recorded
- 1
- Latest version
- git:20261001.97c4c05, committed Oct 1, 2026
- Size
- 11,755 bytes
- Repository stars
- 52,651
- License
- Apache-2.0
社会科学及相邻学科学术写作与选题论证工作台，覆盖选题构思、文献梳理、论证组织、学术表达四大要素。Use for 找论文题目/研究问题、把兴趣或宽泛主题变成可讨论的研究方向、文献综述与领域版图、区分"研究少"与真正未决的知识问题、设计证据路线与主张边界、新颖性审计与"审稿人2"式攻击、博士/论文可行性评估、导师沟通话术、或检查论文中的过度断言与概念混用。也适用于开题报告、研究计划书、学位论文的选题阶段与论证自检。.
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
# Nature Social Science — 社科写作与选题论证工作台 本技能将社科硕博科研选题可落地工作流（源自《Finding a PhD Topic with Codex》一文的思想）转成一套可执行的写作与自检流程，覆盖定量、质性、民族志、档案、文件、语料和数字研究。 **适用范围**：社会科学及相邻人文学科。定量、质性、民族志、档案、文件、语料和数字研究都能用。 判断标准始终相同：**问题是否清楚，证据是否匹配，主张是否诚实，项目是否能由这名研究者完成。** **不做什么**：不替你生成一个"正确题目"，不保证新颖、录取、资助、发表或论文成功， 不把某种方法当作高质量研究的默认答案。**AI 的自信不是证据；填完的表格不是通关证明。** --- ## 一、先做路由：用户在哪个环节？ | 用户诉求 | 对应要素 | 走哪几步 | 读哪些参考 | |---|---|---|---| | "我想研究 XX"／"帮我找个论文题目" | 选题构思 | Step 1 → 2 → 3 | `01-foundations.md`、`02-workflow-steps1-3.md` | | "这方向有人做过吗"／文献怎么梳理／版图怎么画 | 文献梳理 | Step 2 → 3 | `02-workflow-steps1-3.md` | | "我有数据/我想用方法 M" | 选题构思（假起点） | 先回 Step 1 | `01-foundations.md` §六 Two false starts | | "这个题目能不能做"／证据够不够 | 论证组织 + 可行性 | Step 4 → 7 | `03-workflow-steps4-5.md`、`04-workflow-steps6-8.md` | | "帮我生成几个研究问题"／RQ 怎么写 | 选题构思 | Step 5 | `03-workflow-steps4-5.md` | | "帮我想想审稿人会怎么攻击"／查新颖性 | 论证组织 | Step 6 | `04-workflow-steps6-8.md` | | "结论是不是说过头了"／表述定级 | 学术表达 | Step 4 的 claim ceiling + 术语纪律 | `09-academic-expression.md`、`07-status-terminology.md` | | "帮我改稿／润色论证段落" | 学术表达 | 对照 claim ceiling 与 Red flags | `09-academic-expression.md` | | "怎么跟导师谈"／开题材料怎么写 | 交付使用 | Part III | `08-usage-handoff.md` | …
Read the whole file at its exact version.
How to install
mdr add yuan1z0825/nature-skills/nature-social-science@sha256:62c1b5624734ba95The line at the top of this page pins the label git:20261001.97c4c05, 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_nmpsscldyfqtwey6)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 1 version of this file, committed on Oct 1, 2026.
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 (11755 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
yuan1z0825/nature-skills · 52,651 stars · license Apache-2.0 · pushed 2026-11-07 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_nmpsscldyfqtwey6 GET https://markdownregistry.com/api/v1/resolve?ref=yuan1z0825/nature-skills/nature-social-science GET https://markdownregistry.com/api/v1/blob/62c1b5624734ba954da28330adb93f2330605d4dfb2a463044fae9e539c037eb
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.