Agent skill

Socs Mechanism Social Process

by franklee16 in franklee16/academic-research-skills

A skill your agent uses to translate coefficients or fieldwork materials into a social process for 《社会学研究》 (Sociological Studies) — specifying who, via what mechanism, under what structural…

No licenceAuto-check passed

Install Socs Mechanism Social Process

skills CLI
$ npx skills add franklee16/academic-research-skills --skill socs-mechanism-social-process -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills socs-mechanism-social-process --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-mechanism-social-process .claude/skills/socs-mechanism-social-process && 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-mechanism-social-process
GitHub stars
223
Used in
1 other repo
Token cost
~353 tokens
SKILL.md length
39 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses to translate coefficients or fieldwork materials into a social process for 《社会学研究》 (Sociological Studies) — specifying who, via what mechanism, under what structural…

  • Translate coefficients
  • SKILL.md covers 触发时机, 核心要求:把证据翻译成"社会过程", 机制的常见社会学类型(选最贴切的,别硬套) and 从系数到过程(定量), plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Fieldwork materials into a social process for 《社会学研究》 (Sociological Studies) — specifying who

What it does

Socs Mechanism Social Process is an agent skill from franklee16/academic-research-skills. Use to translate coefficients or fieldwork materials into a social process for 《社会学研究》 (Sociological Studies) — specifying who, via what mechanism, under what structural conditions, forms what social outcome or structure. Use when results stop at significance or at a vivid story without an explicit mechanism.

Its SKILL.md is about 350 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

  • Translate coefficients
  • Fieldwork materials into a social process for 《社会学研究》 (Sociological Studies) — specifying who
  • Via what mechanism
  • Under what structural conditions

Example prompts

  • “/socs-mechanism-social-process”

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 Mechanism Social Process loads about 353 tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 39 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~85
When it runs · the whole SKILL.md, loaded when a task matches
~353

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 39 words (~353 tokens).

name
socs-mechanism-social-process

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-mechanism-social-process 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 Mechanism Social Process 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 Mechanism Social Process compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Socs Mechanism Social Process this skillfranklee16/academic-research-skills2231 repos~353Automated safety check: PassNone
Translation Diff TranslateDevolutions/UniGetUI26k—~934Automated safety check: PassMIT
Plane UI Translationmakeplane/plane61k—~16kAutomated safety check: PassAGPL-3.0
Translationdoxygen/doxygen6.6k—~5.2kAutomated safety check: PassGPL-2.0
Visa Doc Translateaffaan-m/ECC277k4 repos~1kAutomated safety check: PassMIT
Translatorholaboss-ai/holaOS11k—~617Automated safety check: PassCustom licence

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Questions about Socs Mechanism Social Process

What does Socs Mechanism Social Process do?

A skill your agent uses to translate coefficients or fieldwork materials into a social process for 《社会学研究》 (Sociological Studies) — specifying who, via what mechanism, under what structural…. Socs Mechanism Social Process is an agent skill from franklee16/academic-research-skills. Use to translate coefficients or fieldwork materials into a social process for 《社会学研究》 (Sociological Studies) — specifying who, via what mechanism, under what structural conditions, forms what social outcome or structure.

When should I use Socs Mechanism Social Process?

Socs Mechanism Social Process fits situations like: translate coefficients; fieldwork materials into a social process for 《社会学研究》 (Sociological Studies) — specifying who; via what mechanism; under what structural conditions.

How do I install Socs Mechanism Social Process in Claude Code?

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

How do I install Socs Mechanism Social Process in Codex?

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

Can I use Socs Mechanism Social Process 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-mechanism-social-process -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-mechanism-social-process, .gemini/skills/socs-mechanism-social-process, .github/skills/socs-mechanism-social-process and .opencode/skills/socs-mechanism-social-process in your project.

What does Socs Mechanism Social Process need to run?

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

Does Socs Mechanism Social Process 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 Mechanism Social Process 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 Mechanism Social Process use?

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

How many tokens does Socs Mechanism Social Process use?

About 353 tokens (SKILL.md is roughly 1.4k 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 Mechanism Social Process?

Skills that share tags, products or a category with Socs Mechanism Social Process: Translation Diff Translate (Devolutions/UniGetUI, 26k stars), Plane UI Translation (makeplane/plane, 61k stars), Translation (doxygen/doxygen, 6.6k stars) and Visa Doc Translate (affaan-m/ECC, 277k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Socs Mechanism Social Process?

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.