Abstract
brycewang-stanford/Auto-Empirical-Research-Skills
Reads the manuscript and notebooks to generate a structured abstract.
A skill your agent uses to write the abstract and keywords for 《社会学研究》 (Sociological Studies) per the journal's norms — Chinese abstract ≤ 200 characters, 3–5 Chinese keywords, English abstract ≤…
No licenceAuto-check passed
Install Socs Abstract Keywords
$ npx skills add franklee16/academic-research-skills --skill socs-abstract-keywords -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills socs-abstract-keywords --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords .claude/skills/socs-abstract-keywords && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "socs-abstract-keywords" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords into .claude/skills/socs-abstract-keywords/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socs-abstract-keywords", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywordsType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add franklee16/academic-research-skills --skill socs-abstract-keywords -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills socs-abstract-keywords --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords .agents/skills/socs-abstract-keywords && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "socs-abstract-keywords" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords into .agents/skills/socs-abstract-keywords/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socs-abstract-keywords", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill socs-abstract-keywords -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills socs-abstract-keywords --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords .cursor/skills/socs-abstract-keywords && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "socs-abstract-keywords" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords into .cursor/skills/socs-abstract-keywords/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socs-abstract-keywords", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add franklee16/academic-research-skills --skill socs-abstract-keywords -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills socs-abstract-keywords --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords .gemini/skills/socs-abstract-keywords && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "socs-abstract-keywords" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords into .gemini/skills/socs-abstract-keywords/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socs-abstract-keywords", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install franklee16/academic-research-skills socs-abstract-keywordsInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add franklee16/academic-research-skills --skill socs-abstract-keywords -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords .github/skills/socs-abstract-keywords && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "socs-abstract-keywords" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords into .github/skills/socs-abstract-keywords/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socs-abstract-keywords", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill socs-abstract-keywords -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills socs-abstract-keywords --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords .opencode/skills/socs-abstract-keywords && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "socs-abstract-keywords" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords into .opencode/skills/socs-abstract-keywords/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socs-abstract-keywords", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
socs-abstract-keywords- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~367 tokens
- SKILL.md length
- 80 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses to write the abstract and keywords for 《社会学研究》 (Sociological Studies) per the journal's norms — Chinese abstract ≤ 200 characters, 3–5 Chinese keywords, English abstract ≤…
- Works in 4 steps: 问题/争议：本文要回答的社会学问题（1 句，别长篇背景） → 数据/方法：CGSS/CFPS/CLDS 或田野/访谈，一句带过 → 核心发现/机制：经由什么社会过程，形成什么结构（重点） → …
- Write the abstract and keywords for 《社会学研究》 (Sociological Studies) per the journals norms — Chinese abstract ≤ 200 characters
- SKILL.md covers 触发时机, 本刊硬规范（详见…, 摘要四要素（命题前置，不先铺背景） and 写法对照, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Socs Abstract Keywords is an agent skill from franklee16/academic-research-skills. Use to write the abstract and keywords for 《社会学研究》 (Sociological Studies) per the journal's norms — Chinese abstract ≤ 200 characters, 3–5 Chinese keywords, English abstract ≤ 150 words, leading with the sociological problematic and the mechanism/concept rather than background. Facts from resources/journal-profile.md.
Its SKILL.md is about 370 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
The repository describes itself as: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- Write the abstract and keywords for 《社会学研究》 (Sociological Studies) per the journals norms — Chinese abstract ≤ 200 characters
- 3–5 Chinese keywords
- English abstract ≤ 150 words
- Leading with the sociological problematic and the mechanism/concept rather than background
Example prompts
- “/socs-abstract-keywords”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- 问题/争议：本文要回答的社会学问题（1 句，别长篇背景）
- 数据/方法：CGSS/CFPS/CLDS 或田野/访谈，一句带过
- 核心发现/机制：经由什么社会过程，形成什么结构（重点）
- 理论贡献：提出什么概念/修正什么判断（落点）
What it can do on your machine
Read from SKILL.md and the folder at commit 9a4b2db. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Socs Abstract Keywords loads about 367 tokens when it runs. Until then it costs about 86 tokens; SKILL.md has 80 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 80 words (~367 tokens).
- name
- socs-abstract-keywords
Files
Just SKILL.md in Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Socs Abstract Keywords next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Socs Abstract Keywords this skillfranklee16/academic-research-skills | 223 | 1 repos | ~367 | Automated safety check: Pass | None | |
| Abstractbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~495 | Automated safety check: Notes | Custom licence | |
| Study Plananthropics/claude-for-legal | 9.6k | 3 repos | ~3.5k | Automated safety check: Pass | Apache-2.0 | |
| SEO Aeo Keyword Researchsickn33/agentic-awesome-skills | 47k | 1 repos | ~3.9k | Automated safety check: Pass | MIT | |
| Keyword Extractorsickn33/agentic-awesome-skills | 47k | 2 repos | ~1.1k | Automated safety check: Pass | MIT | |
| Study BuddyLeoYeAI/openclaw-master-skills | 2.2k | — | ~5.5k | Automated safety check: Pass | MIT |
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Questions about Socs Abstract Keywords
What does Socs Abstract Keywords do?
A skill your agent uses to write the abstract and keywords for 《社会学研究》 (Sociological Studies) per the journal's norms — Chinese abstract ≤ 200 characters, 3–5 Chinese keywords, English abstract ≤…. Socs Abstract Keywords is an agent skill from franklee16/academic-research-skills. Use to write the abstract and keywords for 《社会学研究》 (Sociological Studies) per the journal's norms — Chinese abstract ≤ 200 characters, 3–5 Chinese keywords, English abstract ≤ 150 words, leading with the sociological problematic and the mechanism/concept rather than background.
When should I use Socs Abstract Keywords?
Socs Abstract Keywords fits situations like: write the abstract and keywords for 《社会学研究》 (Sociological Studies) per the journals norms — Chinese abstract ≤ 200 characters; 3–5 Chinese keywords; english abstract ≤ 150 words; leading with the sociological problematic and the mechanism/concept rather than background.
How do I install Socs Abstract Keywords in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill socs-abstract-keywords -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords in franklee16/academic-research-skills) into .claude/skills/socs-abstract-keywords in your project. Claude Code loads it when a task matches its description.
How do I install Socs Abstract Keywords in Codex?
Run `npx skills add franklee16/academic-research-skills --skill socs-abstract-keywords -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-abstract-keywords in franklee16/academic-research-skills) into .agents/skills/socs-abstract-keywords in your project. Codex loads it when a task matches its description.
Can I use Socs Abstract Keywords in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add franklee16/academic-research-skills --skill socs-abstract-keywords -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/socs-abstract-keywords, .gemini/skills/socs-abstract-keywords, .github/skills/socs-abstract-keywords and .opencode/skills/socs-abstract-keywords in your project.
What does Socs Abstract Keywords need to run?
SKILL.md names no scripts, command-line tools or credentials: Socs Abstract Keywords is instructions for the agent only.
Does Socs Abstract Keywords access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Socs Abstract Keywords safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Socs Abstract Keywords use?
No licence was found for Socs Abstract Keywords or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Socs Abstract Keywords use?
About 367 tokens (SKILL.md is roughly 1.5k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Socs Abstract Keywords?
Skills that share tags, products or a category with Socs Abstract Keywords: Abstract (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Study Plan (anthropics/claude-for-legal, 9.6k stars), SEO Aeo Keyword Research (sickn33/agentic-awesome-skills, 47k stars) and Keyword Extractor (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Socs Abstract Keywords?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.
Source: franklee16/academic-research-skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.