Agent skill

Socs Qualitative

by franklee16 in franklee16/academic-research-skills

A skill your agent uses for the qualitative path in 《社会学研究》 (Sociological Studies) — fieldwork ethnography, in-depth interviews, the extended case method, or grounded theory.

No licenceAuto-check passed

Install Socs Qualitative

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills socs-qualitative --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-qualitative .claude/skills/socs-qualitative && 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-qualitative
GitHub stars
223
Used in
1 other repo
Token cost
~399 tokens
SKILL.md length
55 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses for the qualitative path in 《社会学研究》 (Sociological Studies) — fieldwork ethnography, in-depth interviews, the extended case method, or grounded theory.

  • The qualitative path in 《社会学研究》 (Sociological Studies) — fieldwork ethnography
  • SKILL.md covers 触发时机, 立场:材料厚度 + 分析深度 + 可信度, 方法路数(明确你站在哪一支) and 可信度(trustworthiness)四要件, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • In-depth interviews

What it does

Socs Qualitative is an agent skill from franklee16/academic-research-skills. Use for the qualitative path in 《社会学研究》 (Sociological Studies) — fieldwork ethnography, in-depth interviews, the extended case method, or grounded theory. Ensures material richness, coding transparency, reflexivity, and trustworthiness, and pushes from story-retelling toward concept building. Use when the draft is a narrative without analytic traction.

Its SKILL.md is about 400 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

  • The qualitative path in 《社会学研究》 (Sociological Studies) — fieldwork ethnography
  • In-depth interviews
  • The extended case method
  • Grounded theory

Example prompts

  • “/socs-qualitative”

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 Qualitative loads about 399 tokens when it runs. Until then it costs about 93 tokens; SKILL.md has 55 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~93
When it runs · the whole SKILL.md, loaded when a task matches
~399

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 55 words (~399 tokens).

name
socs-qualitative

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Sociological-Studies-Skills/skills/socs-qualitative 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 Qualitative 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 Qualitative compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Socs Qualitative this skillfranklee16/academic-research-skills2231 repos~399Automated safety check: PassNone
Study Plananthropics/claude-for-legal9.6k3 repos~3.5kAutomated safety check: PassApache-2.0
Study BuddyLeoYeAI/openclaw-master-skills2.2k—~5.5kAutomated safety check: PassMIT
Event Studybrycewang-stanford/Auto-Empirical-Research-Skills4.6k—~1.7kAutomated safety check: PassCustom licence
Portfolio Case Study Writerdavila7/claude-code-templates33k2 repos~2.3kAutomated safety check: PassMIT
Building Soc Playbook For Ransomwaremukul975/Anthropic-Cybersecurity-Skills34k—~2.9kAutomated safety check: PassApache-2.0

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Questions about Socs Qualitative

What does Socs Qualitative do?

A skill your agent uses for the qualitative path in 《社会学研究》 (Sociological Studies) — fieldwork ethnography, in-depth interviews, the extended case method, or grounded theory. Socs Qualitative is an agent skill from franklee16/academic-research-skills. Use for the qualitative path in 《社会学研究》 (Sociological Studies) — fieldwork ethnography, in-depth interviews, the extended case method, or grounded theory.

When should I use Socs Qualitative?

Socs Qualitative fits situations like: the qualitative path in 《社会学研究》 (Sociological Studies) — fieldwork ethnography; in-depth interviews; the extended case method; grounded theory.

How do I install Socs Qualitative in Claude Code?

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

How do I install Socs Qualitative in Codex?

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

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

What does Socs Qualitative need to run?

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

Does Socs Qualitative 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 Qualitative 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 Qualitative use?

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

How many tokens does Socs Qualitative use?

About 399 tokens (SKILL.md is roughly 1.6k 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 Qualitative?

Skills that share tags, products or a category with Socs Qualitative: Study Plan (anthropics/claude-for-legal, 9.6k stars), Study Buddy (LeoYeAI/openclaw-master-skills, 2.2k stars), Event Study (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars) and Portfolio Case Study Writer (davila7/claude-code-templates, 33k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Socs Qualitative?

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.