A skill your agent uses when deciding which arsoc- sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Sociology (ARSoc)…

MITAuto-check passedResearch & Science

Install Arsoc Workflow

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arsoc-workflow -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills arsoc-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/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Annual-Review-of-Sociology-Skills/skills/arsoc-workflow .claude/skills/arsoc-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
arsoc-workflow
GitHub stars
1.2k
Token cost
~1.8k tokens
SKILL.md length
747 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when deciding which arsoc- sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Sociology (ARSoc)…

  • Works in 11 steps: arsoc-topic-selection — confirm the… → arsoc-proposal-and-commissioning — get… → arsoc-literature-synthesis — gather and… → …
  • Deciding which arsoc- sub-skill to invoke next
  • SKILL.md covers Overview, When to trigger, Routing table and Default order, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Arsoc Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which arsoc- sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Sociology (ARSoc) manuscript. Routes — it does not replace — the specialized skills.

Its SKILL.md is about 1.8k 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. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的… The licence is MIT.

When your agent uses it

  • Deciding which arsoc- sub-skill to invoke next
  • Sequencing an invited review article from topic through revision for an Annual Review of Sociology (ARSoc) manuscript

Example prompts

  • “/arsoc-workflow”

Workflow steps

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

  1. arsoc-topic-selection — confirm the subfield is ARSoc-scale (mature, important, needs synthesis)
  2. arsoc-proposal-and-commissioning — get the topic to the Editorial Committee / shape the invitation
  3. arsoc-literature-synthesis — gather and read the literature systematically (coverage discipline)
  4. arsoc-organizing-framework — impose the analytical spine
  5. arsoc-comprehensiveness-and-balance — completeness, fairness, even-handed treatment of schools
  6. arsoc-tables-figures — who-found-what tables and the conceptual figure
  7. arsoc-writing-style — the authoritative-yet-accessible ARSoc voice (abstract + intro last)
  8. arsoc-transparency-and-reproducibility — coverage account + any meta-analytic data/code
  9. arsoc-editor-strategy — scope and the Committee/production relationship + volume clock
  10. arsoc-submission — Annual Reviews delivery preflight
  11. arsoc-revision — after the editor/Committee letter

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. 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

Arsoc Workflow loads about 1.8k tokens when it runs. Until then it costs about 64 tokens; SKILL.md has 747 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~64
When it runs · the whole SKILL.md, loaded when a task matches
~1.8k

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

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 747 words, ~1,788 tokens.

Download SKILL.mdSave it as .claude/skills/arsoc-workflow/SKILL.md (or your agent's skills folder).
name
arsoc-workflow
description
Use when deciding which arsoc-* sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Sociology (ARSoc) manuscript. Routes — it does not replace — the specialized skills.

ARSoc Workflow Router (arsoc-workflow)

Overview

This is the router. It tells you which arsoc- skill to use at the current stage* of an invited review article aimed at the Annual Review of Sociology (ARSoc) — the Annual Reviews (nonprofit) sociology survey series, founded 1975, published as an annual volume with the discipline's highest impact factor (检索于 2026-06;2024 JIF ≈ 9, ranked 1st of 219 in Sociology;以官网为准). ARSoc does not publish original empirical research. It publishes authoritative, accessible review articles that synthesize a sociology subfield — stratification, culture, organizations, networks, race/ethnicity, gender, demography, political and economic sociology — for sociologists across the discipline. So the lifecycle is not "design → identify → estimate → defend"; it is scope a synthesis-worthy subfield → secure the commission → read the whole literature → impose an organizing framework → cover comprehensively and even-handedly → land the ARSoc voice → clear the Annual Reviews process → revise.

Default assumption: unless the user says otherwise, treat the target as ARSoc and the artefact as an invited review, not a primary-research paper. Operational tells that you are at ARSoc and not a sibling: the work reviews other scholars' results rather than reporting its own; unsolicited finished manuscripts are not accepted — the Editorial Committee commissions topics and authors (you can suggest a topic, but you cannot self-submit a finished paper the way you would to ASR or AJS) (检索于 2026-06;以官网为准); there is no identification strategy and no replication package of your own data (you appraise the studies you cover); the contribution is an analytical map of a subfield ending in a research agenda, not a new finding. If the user actually has original data and results, they want a primary-research journal (ASR, AJS, Sociological Science, Demography), not ARSoc — say so.

When to trigger

  • The user asks "what should I do next?" on an invited review
  • A review draft reads like an annotated bibliography and needs a spine
  • Work is ping-ponging between coverage, framing, balance, and the topic pitch
  • An ARSoc editor/Committee letter arrived and the user needs to switch into revision mode

Routing table

Current symptomNext skill
Unsure the subfield is mature/important enough to review for ARSocarsoc-topic-selection
Need to get the topic in front of the Editorial Committee / accept an invitationarsoc-proposal-and-commissioning
Reading is unsystematic; citation gaps likelyarsoc-literature-synthesis
Draft is a list of studies, not an argument about the subfieldarsoc-organizing-framework
Coverage vs. selectivity, or fairness across theoretical schools, feels offarsoc-comprehensiveness-and-balance
Need who-found-what tables or the conceptual framework figurearsoc-tables-figures
Prose is dense/jargon-laden; a sociologist outside the subfield can't followarsoc-writing-style
Documenting the coverage account, or a meta-analysis the review reportsarsoc-transparency-and-reproducibility
Working with the Editorial Committee on scope / the annual-volume timelinearsoc-editor-strategy
Ready to deliver the commissioned draft; need a preflightarsoc-submission
Received editor/Committee feedback on the reviewarsoc-revision
Show full SKILL.md (295 more words)Show less

Default order

  1. arsoc-topic-selection — confirm the subfield is ARSoc-scale (mature, important, needs synthesis)
  2. arsoc-proposal-and-commissioning — get the topic to the Editorial Committee / shape the invitation
  3. arsoc-literature-synthesis — gather and read the literature systematically (coverage discipline)
  4. arsoc-organizing-framework — impose the analytical spine
  5. arsoc-comprehensiveness-and-balance — completeness, fairness, even-handed treatment of schools
  6. arsoc-tables-figures — who-found-what tables and the conceptual figure
  7. arsoc-writing-style — the authoritative-yet-accessible ARSoc voice (abstract + intro last)
  8. arsoc-transparency-and-reproducibility — coverage account + any meta-analytic data/code
  9. arsoc-editor-strategy — scope and the Committee/production relationship + volume clock
  10. arsoc-submission — Annual Reviews delivery preflight
  11. arsoc-revision — after the editor/Committee letter

arsoc-writing-style is a late-stage polish; do not rewrite the intro before the framework and coverage settle. The commission comes early — ARSoc is commissioning-first, so arsoc-proposal-and-commissioning precedes the heavy reading.

Anti-patterns

  • Treating ARSoc as a journal you submit to cold — it is commissioning-driven; unsolicited manuscripts are not accepted (检索于 2026-06;以官网为准)
  • Treating the review as an annotated bibliography (no framework) — the cardinal review-article failure
  • Using the author's own line of work as the review's center of gravity (self-promotion)
  • Importing primary-research instincts: there is no "identification" or "replication package" of your own — you appraise others' designs
  • Confusing ARSoc with ASR / AJS (sociology's primary-research flagships), Sociological Theory (theory development, not survey), or the sister series Annual Review of Psychology / Economics

Routing by review archetype

A "review" is not one thing; the bottleneck differs by type. Read the archetype, then enter the chain at the right link.

ArchetypeLikely first bottleneckEnter at
subfield-defining synthesis (broad area)scope is enormous; needs a taxonomyarsoc-organizing-framework
concept/process review (e.g. a mechanism or construct)accessibility across subfields; clear definitionsarsoc-writing-style
empirical-evidence stocktake (what is the consensus?)weighing conflicting findings; even-handed schoolsarsoc-comprehensiveness-and-balance
emerging-area review (young, fast-moving)is it mature enough for an ARSoc volume yet?arsoc-topic-selection

Minimal decision snippet

if editor_or_committee_letter:        -> arsoc-revision
elif ready_to_deliver_draft:          -> arsoc-submission
elif coverage_account_or_meta:        -> arsoc-transparency-and-reproducibility
elif prose_dense_or_inaccessible:     -> arsoc-writing-style
elif need_tables_or_figures:          -> arsoc-tables-figures
elif coverage_or_fairness_off:        -> arsoc-comprehensiveness-and-balance
elif reads_like_a_list:               -> arsoc-organizing-framework
elif reading_unsystematic:            -> arsoc-literature-synthesis
elif no_commission_yet:               -> arsoc-proposal-and-commissioning
else:                                 -> arsoc-topic-selection

© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in Annual-Review-of-Sociology-Skills/skills/arsoc-workflow of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

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Questions about Arsoc Workflow

What does Arsoc Workflow do?

A skill your agent uses when deciding which arsoc- sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Sociology (ARSoc)…. Arsoc Workflow is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when deciding which arsoc- sub-skill to invoke next, or when sequencing an invited review article from topic through revision for an Annual Review of Sociology (ARSoc) manuscript.

When should I use Arsoc Workflow?

Arsoc Workflow fits situations like: deciding which arsoc- sub-skill to invoke next; sequencing an invited review article from topic through revision for an Annual Review of Sociology (ARSoc) manuscript.

How do I install Arsoc Workflow in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arsoc-workflow -a claude-code`. Or copy the skill folder (Annual-Review-of-Sociology-Skills/skills/arsoc-workflow in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/arsoc-workflow in your project. Claude Code loads it when a task matches its description.

How do I install Arsoc Workflow in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill arsoc-workflow -a codex`. Or copy the skill folder (Annual-Review-of-Sociology-Skills/skills/arsoc-workflow in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/arsoc-workflow in your project. Codex loads it when a task matches its description.

Can I use Arsoc 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 brycewang-stanford/Awesome-Journal-Skills --skill arsoc-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/arsoc-workflow, .gemini/skills/arsoc-workflow, .github/skills/arsoc-workflow and .opencode/skills/arsoc-workflow in your project.

What does Arsoc Workflow need to run?

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

Does Arsoc 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 Arsoc 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 Arsoc Workflow use?

Arsoc Workflow is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Arsoc Workflow use?

About 1.8k tokens (SKILL.md is roughly 7.2k 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 Arsoc Workflow?

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Who maintains Arsoc Workflow?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,228 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.

Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.