Agent skill

Socs Workflow

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when deciding which socs- sub-skill to invoke next, or when sequencing manuscript work from problematic framing through rebuttal for 《社会学研究》 (Sociological Studies).

No licenceAuto-check passed

Install Socs Workflow

skills CLI
$ npx skills add franklee16/academic-research-skills --skill socs-workflow -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install franklee16/academic-research-skills socs-workflow --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ 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-workflow .claude/skills/socs-workflow && rm -rf skills-src

Use ~/.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/

Facts

Skill name
socs-workflow
GitHub stars
223
Used in
1 other repo
Token cost
~573 tokens
SKILL.md length
120 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when deciding which socs- sub-skill to invoke next, or when sequencing manuscript work from problematic framing through rebuttal for 《社会学研究》 (Sociological Studies).

  • Works in 10 steps: socs-fit-positioning —… → socs-problematic — 立住社会学问题意识 → socs-theory-dialogue — 进入经典与当代社会学理论脉络 → …
  • Deciding which socs- sub-skill to invoke next
  • SKILL.md covers 总览, 触发时机, 路由表 and 默认顺序, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Socs Workflow is an agent skill from franklee16/academic-research-skills. Use when deciding which socs- sub-skill to invoke next, or when sequencing manuscript work from problematic framing through rebuttal for 《社会学研究》 (Sociological Studies). Routes — does not replace — the specialized skills, and re-routes off-discipline drafts to other journal packs.

Its SKILL.md is about 570 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

  • Deciding which socs- sub-skill to invoke next
  • Sequencing manuscript work from problematic framing through rebuttal for 《社会学研究》 (Sociological Studies)

Example prompts

  • “/socs-workflow”

Workflow steps

10 steps, taken from the first numbered list in SKILL.md.

  1. socs-fit-positioning — 先判断是不是社会学问题,别把政策评估硬投
  2. socs-problematic — 立住社会学问题意识
  3. socs-theory-dialogue — 进入经典与当代社会学理论脉络
  4. socs-quantitative 或 socs-qualitative — 按路径做规范(可混合)
  5. socs-mechanism-social-process — 把证据翻译成社会过程
  6. socs-concept-building — 定性稿尤其要从材料提炼概念
  7. socs-style — 学理文风,去政策腔与技术腔
  8. socs-abstract-keywords — 摘要 ≤ 200 字 + 3–5 关键词
  9. socs-submission — 投稿前 preflight(文中夹注、文末参考文献、唯一投稿系统)
  10. socs-rebuttal — 外审后

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 Workflow loads about 573 tokens when it runs. Until then it costs about 74 tokens; SKILL.md has 120 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~74
When it runs · the whole SKILL.md, loaded when a task matches
~573

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 120 words (~573 tokens).

name
socs-workflow

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-workflow 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 Workflow 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.

Socs Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Socs Workflow this skillfranklee16/academic-research-skills2231 repos~573Automated safety check: PassNone
Sub SkillMoonshotAI/kimi-code7.8k—~281Automated safety check: PassMIT
Building Soc Playbook For Ransomwaremukul975/Anthropic-Cybersecurity-Skills34k—~2.9kAutomated safety check: PassApache-2.0
Performing Soc Tabletop Exercisemukul975/Anthropic-Cybersecurity-Skills34k—~4.2kAutomated safety check: PassApache-2.0
Building Soc Escalation Matrixmukul975/Anthropic-Cybersecurity-Skills34k—~1.8kAutomated safety check: PassApache-2.0
Building Soc Metrics And Kpi Trackingmukul975/Anthropic-Cybersecurity-Skills34k—~2.9kAutomated safety check: PassApache-2.0

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Questions about Socs Workflow

What does Socs Workflow do?

A skill your agent uses when deciding which socs- sub-skill to invoke next, or when sequencing manuscript work from problematic framing through rebuttal for 《社会学研究》 (Sociological Studies). Socs Workflow is an agent skill from franklee16/academic-research-skills. Use when deciding which socs- sub-skill to invoke next, or when sequencing manuscript work from problematic framing through rebuttal for 《社会学研究》 (Sociological Studies).

When should I use Socs Workflow?

Socs Workflow fits situations like: deciding which socs- sub-skill to invoke next; sequencing manuscript work from problematic framing through rebuttal for 《社会学研究》 (Sociological Studies).

How do I install Socs Workflow in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill socs-workflow -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-workflow in franklee16/academic-research-skills) into .claude/skills/socs-workflow in your project. Claude Code loads it when a task matches its description.

How do I install Socs Workflow in Codex?

Run `npx skills add franklee16/academic-research-skills --skill socs-workflow -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-workflow in franklee16/academic-research-skills) into .agents/skills/socs-workflow in your project. Codex loads it when a task matches its description.

Can I use Socs Workflow 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-workflow -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-workflow, .gemini/skills/socs-workflow, .github/skills/socs-workflow and .opencode/skills/socs-workflow in your project.

What does Socs Workflow need to run?

SKILL.md names no scripts, command-line tools or credentials: Socs Workflow is instructions for the agent only.

Does Socs Workflow 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 Workflow 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 Workflow use?

No licence was found for Socs Workflow or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.

How many tokens does Socs Workflow use?

About 573 tokens (SKILL.md is roughly 2.3k 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 Workflow?

Skills that share tags, products or a category with Socs Workflow: Sub Skill (MoonshotAI/kimi-code, 7.8k stars), Building Soc Playbook For Ransomware (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Performing Soc Tabletop Exercise (mukul975/Anthropic-Cybersecurity-Skills, 34k stars) and Building Soc Escalation Matrix (mukul975/Anthropic-Cybersecurity-Skills, 34k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Socs Workflow?

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.