Systematic Review Screener
Imbad0202/academic-research-skills
Screens records for systematic, scoping and rapid reviews against fixed eligibility rules, using two blinded AI reviewers and a third adjudicator, with traceable PRISMA counts.
A skill your agent uses to build genuine dialogue with classic and contemporary sociological theory for 《社会学研究》 (Sociological Studies) — entering a theoretical lineage (stratification, networks…
Install Socs Theory Dialogue
$ npx skills add franklee16/academic-research-skills --skill socs-theory-dialogue -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills socs-theory-dialogue --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-theory-dialogue .claude/skills/socs-theory-dialogue && 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-theory-dialogue" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-theory-dialogue into .claude/skills/socs-theory-dialogue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socs-theory-dialogue", 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-theory-dialogueType 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-theory-dialogue -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills socs-theory-dialogue --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-theory-dialogue .agents/skills/socs-theory-dialogue && 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-theory-dialogue" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-theory-dialogue into .agents/skills/socs-theory-dialogue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socs-theory-dialogue", 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-theory-dialogue -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills socs-theory-dialogue --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-theory-dialogue .cursor/skills/socs-theory-dialogue && 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-theory-dialogue" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-theory-dialogue into .cursor/skills/socs-theory-dialogue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socs-theory-dialogue", 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-theory-dialogue--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-theory-dialogue -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills socs-theory-dialogue --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-theory-dialogue .gemini/skills/socs-theory-dialogue && 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-theory-dialogue" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-theory-dialogue into .gemini/skills/socs-theory-dialogue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socs-theory-dialogue", 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-theory-dialogueInstalls 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-theory-dialogue -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-theory-dialogue .github/skills/socs-theory-dialogue && 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-theory-dialogue" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-theory-dialogue into .github/skills/socs-theory-dialogue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socs-theory-dialogue", 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-theory-dialogue -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-theory-dialogue --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-theory-dialogue .opencode/skills/socs-theory-dialogue && 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-theory-dialogue" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-theory-dialogue into .opencode/skills/socs-theory-dialogue/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "socs-theory-dialogue", 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-theory-dialogue- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~337 tokens
- SKILL.md length
- 36 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses to build genuine dialogue with classic and contemporary sociological theory for 《社会学研究》 (Sociological Studies) — entering a theoretical lineage (stratification, networks…
- Works in 3 steps: 经典脉络：分层与阶级、社会团结与失范、科层与权威、资本与场域、互动与意义建构等社会… → 当代中层理论：社会网络与社会资本、制度与组织、生命历程、文化与认知、关系/过程社会学 → 本土经验的理论化：从中国社会过程（关系、单位、家户、流动、基层治理）提炼并与一般理…
- Action) rather than piling up recent empirical citations
- SKILL.md covers 触发时机, 文献综述 ≠ 变量清单, 三类可对话的理论资源 and 对话的四种动作, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Socs Theory Dialogue is an agent skill from franklee16/academic-research-skills. Use to build genuine dialogue with classic and contemporary sociological theory for 《社会学研究》 (Sociological Studies) — entering a theoretical lineage (stratification, networks, institutions, culture, action) rather than piling up recent empirical citations. Use when the literature review is a variable list, not a conversation.
Its SKILL.md is about 340 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Literature review and Citation management. 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
- Action) rather than piling up recent empirical citations
- The literature review is a variable list
- Not a conversation
Example prompts
- “/socs-theory-dialogue”
Workflow steps
3 steps, taken from the first numbered list in SKILL.md.
- 经典脉络：分层与阶级、社会团结与失范、科层与权威、资本与场域、互动与意义建构等社会学传统问题
- 当代中层理论：社会网络与社会资本、制度与组织、生命历程、文化与认知、关系/过程社会学
- 本土经验的理论化：从中国社会过程（关系、单位、家户、流动、基层治理）提炼并与一般理论对话
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 Theory Dialogue loads about 337 tokens when it runs. Until then it costs about 87 tokens; SKILL.md has 36 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 36 words (~337 tokens).
- name
- socs-theory-dialogue
Files
Just SKILL.md in Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-theory-dialogue 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 Theory Dialogue 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 Theory Dialogue this skillfranklee16/academic-research-skills | 223 | 1 repos | ~337 | Automated safety check: Pass | None | |
| Systematic Review ScreenerImbad0202/academic-research-skills | 51k | — | ~8.4k | Automated safety check: Pass | Custom licence | |
| Literature Reviewneflibata-feng/MyArxiv-Agent | 126 | 20 repos | ~5.9k | Automated safety check: Notes | MIT | |
| Preprint Search on bioRxivLigphiDonk/Oh-my--paper | 739 | 12 repos | ~3.7k | Automated safety check: Pass | MIT | |
| Academic Paper Writing PipelineImbad0202/academic-research-skills | 51k | — | ~16k | Automated safety check: Pass | Custom licence | |
| Deep Research WorkflowTokenRhythm/opensquilla | 7.1k | — | ~1.3k | Automated safety check: Pass | Apache-2.0 |
Similar skills
Literature Review
neflibata-feng/MyArxiv-Agent
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic Scholar, etc.).
Preprint Search on bioRxiv
LigphiDonk/Oh-my--paper
Searches bioRxiv life sciences preprints by keyword, author, date range or category with a Python script, returning JSON metadata and optional PDF downloads.
Academic Paper Writing Pipeline
Imbad0202/academic-research-skills
Runs a 12-agent pipeline that plans, drafts, cites, reviews and formats academic papers, with modes for revision, rebuttals, abstracts and citation checks.
Deep Research Workflow
TokenRhythm/opensquilla
Runs multi-round research in three stages with a persisted state file, evidence tracking and a long-form report with per-claim citations.
Academic Research Suite for Codex
Imbad0202/academic-research-skills-codex
A router skill that sends academic work such as literature reviews, drafting, citation checks, peer review and revision to the right workflow in the ARS suite.
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Related
Categories
Questions about Socs Theory Dialogue
What does Socs Theory Dialogue do?
A skill your agent uses to build genuine dialogue with classic and contemporary sociological theory for 《社会学研究》 (Sociological Studies) — entering a theoretical lineage (stratification, networks…. Socs Theory Dialogue is an agent skill from franklee16/academic-research-skills. Use to build genuine dialogue with classic and contemporary sociological theory for 《社会学研究》 (Sociological Studies) — entering a theoretical lineage (stratification, networks, institutions, culture, action) rather than piling up recent empirical citations.
When should I use Socs Theory Dialogue?
Socs Theory Dialogue fits situations like: action) rather than piling up recent empirical citations; the literature review is a variable list; not a conversation.
How do I install Socs Theory Dialogue in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill socs-theory-dialogue -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-theory-dialogue in franklee16/academic-research-skills) into .claude/skills/socs-theory-dialogue in your project. Claude Code loads it when a task matches its description.
How do I install Socs Theory Dialogue in Codex?
Run `npx skills add franklee16/academic-research-skills --skill socs-theory-dialogue -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-theory-dialogue in franklee16/academic-research-skills) into .agents/skills/socs-theory-dialogue in your project. Codex loads it when a task matches its description.
Can I use Socs Theory Dialogue 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-theory-dialogue -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-theory-dialogue, .gemini/skills/socs-theory-dialogue, .github/skills/socs-theory-dialogue and .opencode/skills/socs-theory-dialogue in your project.
What does Socs Theory Dialogue need to run?
SKILL.md names no scripts, command-line tools or credentials: Socs Theory Dialogue is instructions for the agent only.
Does Socs Theory Dialogue 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 Theory Dialogue 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 Theory Dialogue use?
No licence was found for Socs Theory Dialogue or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Socs Theory Dialogue use?
About 337 tokens (SKILL.md is roughly 1.3k 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 Theory Dialogue?
Skills that share tags, products or a category with Socs Theory Dialogue: Systematic Review Screener (Imbad0202/academic-research-skills, 51k stars), Literature Review (neflibata-feng/MyArxiv-Agent, 126 stars), Preprint Search on bioRxiv (LigphiDonk/Oh-my--paper, 739 stars) and Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Socs Theory Dialogue?
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.