Agent skill

Social Science Paper Writing

by fakerqwq in fakerqwq/social-science-paper-writing-skill

Helps draft, diagnose, review and revise social science papers, from topic and research question to literature review, citation risks and pre-submission checks.

No licenceAuto-check passedResearch & Science

Install Social Science Paper Writing

skills CLI
$ npx skills add fakerqwq/social-science-paper-writing-skill --skill social-science-paper-writing -a claude-code

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

GitHub CLI
$ gh skill install fakerqwq/social-science-paper-writing-skill social-science-paper-writing --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/fakerqwq/social-science-paper-writing-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/social-science-paper-writing-skill .claude/skills/social-science-paper-writing && 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
social-science-paper-writing
GitHub stars
382
Token cost
~7k tokens
SKILL.md length
3,252 words
Files
21 (incl. references, assets)
Skills in repo
1
Repo updated
First seen
Licence
None found

At a glance

Helps draft, diagnose, review and revise social science papers, from topic and research question to literature review, citation risks and pre-submission checks.

  • Works in 4 steps: Identify the user's task and choose one… → Load references/key_principles.md when… → Load the relevant reference only when… → …
  • Diagnosing whether a paper topic is researchable and focused
  • SKILL.md covers First Move, Operating Modes, Mode Execution Protocols and Source Discipline, plus 8 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

The skill picks one operating mode per task, such as topic diagnosis, research question refinement, outline building or literature review planning, and loads only the reference file that fits. References cover research design, data collection, data analysis, citation safety and a literature search workflow, with templates for revision reports and literature review matrices. Norms drawn from a course are marked as such and kept apart from general academic writing suggestions.

The literature workflow covers searching Chinese and English sources with CNKI and Google Scholar, importing records into Zotero, making structured paper notes and drafting a review only from verified sources. The skill also checks citation and evidence risks and causal claims, and applies a Missing Information Rule when you have not supplied enough to judge. It is not meant for purely creative writing or non-academic editing.

When your agent uses it

  • Diagnosing whether a paper topic is researchable and focused
  • Planning a literature review and moving CNKI or Google Scholar results into Zotero
  • Reviewing a draft for weak causal claims, citations and evidence
  • Revising a section or running a pre-submission check

Example prompts

  • “Diagnose my topic on remote work and wellbeing and suggest sharper research questions.”
  • “Review this methods section and flag where the causal claims go beyond the design.”
  • “Plan the literature review for my paper on rural education policy and set up a Zotero search workflow.”

Requirements

  • Zotero for importing literature records
  • CNKI or Google Scholar search tools, where available

Workflow steps

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

  1. Identify the user's task and choose one operating mode below.
  2. Load references/key_principles.md when the user asks for course-supported norms, source attribution, a full paper/section diagnosis, or…
  3. Load the relevant reference only when needed
  4. If information is missing, apply the Missing Information Rule before drafting or judging.

What it can do on your machine

Read from SKILL.md and the folder at commit 6f4e06d. 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 (its code samples are markdown).

    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

Social Science Paper Writing loads about 7k tokens when it runs, and up to ~26k if it reads all its reference files. Until then it costs about 138 tokens; SKILL.md has 3,252 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~138
When it runs · the whole SKILL.md, loaded when a task matches
~7k
With references · SKILL.md plus every file in references/, read only if the agent opens them
~26k

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 3,252 words (~6,980 tokens).

“This skill helps write, diagnose, and revise social science academic papers. It is built around course-derived norms in references/key_principles.md plus clearly marked general academic writing suggestions.”

— opening of SKILL.md by fakerqwq
name
social-science-paper-writing

Read the full SKILL.md on GitHub

Files

SKILL.md and 20 other files (references, assets) in social-science-paper-writing-skill of fakerqwq/social-science-paper-writing-skill.

  • SKILL.md
  • README.md
  • assets/literature_review_matrix_template.md
  • assets/revision_report_template.md
  • checklist.md
  • citation_rules.md
  • examples/good_outline.md
  • examples/sample_review.md
  • examples/weak_outline.md
  • literature_review_rubric.md
  • methodology_rubric.md
  • paper_structure.md
  • references/citation_safety_rules.md
  • references/data_analysis_rules.md
  • references/data_collection_rules.md
  • references/key_principles.md
  • references/literature_review_rubric.md
  • references/literature_search_zotero_workflow.md
  • … and 3 more

Open the folder on GitHubat commit 6f4e06d

Compare with similar skills

Social Science Paper Writing 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.

Social Science Paper Writing compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Social Science Paper Writing this skillfakerqwq/social-science-paper-writing-skill382—~7kAutomated safety check: PassNone
Academic Paper Writing PipelineImbad0202/academic-research-skills51k—~16kAutomated safety check: PassCustom licence
Academic Research Suite for CodexImbad0202/academic-research-skills-codex12k—~12kAutomated safety check: PassCustom licence
Autonomous Researchfedericodeponte/opendraft507—~8.2kAutomated safety check: PassApache-2.0
Paper NavigatorEvoScientist/EvoSkills478—~6.3kAutomated safety check: NotesApache-2.0
Paper NavigatorAI4Scientist/nano-scientist128—~7.7kAutomated safety check: NotesNone

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Works with

Questions about Social Science Paper Writing

What does Social Science Paper Writing do?

Helps draft, diagnose, review and revise social science papers, from topic and research question to literature review, citation risks and pre-submission checks. The skill picks one operating mode per task, such as topic diagnosis, research question refinement, outline building or literature review planning, and loads only the reference file that fits. References cover research design, data collection, data analysis, citation safety and a literature search workflow, with templates for revision reports and literature review matrices.

When should I use Social Science Paper Writing?

Social Science Paper Writing fits situations like: diagnosing whether a paper topic is researchable and focused; planning a literature review and moving CNKI or Google Scholar results into Zotero; reviewing a draft for weak causal claims, citations and evidence; revising a section or running a pre-submission check.

How do I install Social Science Paper Writing in Claude Code?

Run `npx skills add fakerqwq/social-science-paper-writing-skill --skill social-science-paper-writing -a claude-code`. Or copy the skill folder (social-science-paper-writing-skill in fakerqwq/social-science-paper-writing-skill) into .claude/skills/social-science-paper-writing in your project. Claude Code loads it when a task matches its description.

How do I install Social Science Paper Writing in Codex?

Run `npx skills add fakerqwq/social-science-paper-writing-skill --skill social-science-paper-writing -a codex`. Or copy the skill folder (social-science-paper-writing-skill in fakerqwq/social-science-paper-writing-skill) into .agents/skills/social-science-paper-writing in your project. Codex loads it when a task matches its description.

Can I use Social Science Paper Writing 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 fakerqwq/social-science-paper-writing-skill --skill social-science-paper-writing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/social-science-paper-writing, .gemini/skills/social-science-paper-writing, .github/skills/social-science-paper-writing and .opencode/skills/social-science-paper-writing in your project.

What does Social Science Paper Writing need to run?

SKILL.md names no scripts, command-line tools or credentials: Social Science Paper Writing is instructions for the agent only. Our summary lists: Zotero for importing literature records; CNKI or Google Scholar search tools, where available.

Does Social Science Paper Writing 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 Social Science Paper Writing 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 Social Science Paper Writing use?

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

How many tokens does Social Science Paper Writing use?

About 7k tokens (SKILL.md is roughly 28k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full. Its references folder adds about 19k tokens, read only when the agent opens those files.

What are the alternatives to Social Science Paper Writing?

Skills that share tags, products or a category with Social Science Paper Writing: Academic Paper Writing Pipeline (Imbad0202/academic-research-skills, 51k stars), Academic Research Suite for Codex (Imbad0202/academic-research-skills-codex, 12k stars), Autonomous Research (federicodeponte/opendraft, 507 stars) and Paper Navigator (EvoScientist/EvoSkills, 478 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Social Science Paper Writing?

fakerqwq (a GitHub user) maintains it in fakerqwq/social-science-paper-writing-skill, which has 382 GitHub stars. The repository was last updated on June 2, 2026.

Source: fakerqwq/social-science-paper-writing-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.