Agent skill

Revacc Topic Selection

by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when scoping or pressure-testing the research question for a Review of Accounting Studies (RAST) manuscript — confirming it is a contribution-driven financial-accounting…

MITAuto-check passedBusiness, Finance & HR

Install Revacc Topic Selection

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill revacc-topic-selection -a claude-code

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

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills revacc-topic-selection --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/Review-of-Accounting-Studies-Skills/skills/revacc-topic-selection .claude/skills/revacc-topic-selection && 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
revacc-topic-selection
GitHub stars
1.2k
Token cost
~1.4k tokens
SKILL.md length
624 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when scoping or pressure-testing the research question for a Review of Accounting Studies (RAST) manuscript — confirming it is a contribution-driven financial-accounting…

  • Works in 4 steps: State the question in one sentence:… → Name the lane explicitly — archival,… → Identify the RAST sub-audience… → …
  • Tasks that involve Accounting and bookkeeping
  • SKILL.md covers When to trigger, What RAST rewards vs.…, A topic-fit triage for RAST and Lock the question, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Revacc Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when scoping or pressure-testing the research question for a Review of Accounting Studies (RAST) manuscript — confirming it is a contribution-driven financial-accounting question that fits RAST's archival/analytical/experimental lanes. Locks the question; it does not build the model (revacc-theory-development) or design identification (revacc-methods).

Its SKILL.md is about 1.4k 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 Business, Finance & HR, covering Accounting and bookkeeping and Hypothesis generation. 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

  • Tasks that involve Accounting and bookkeeping
  • Tasks that involve Hypothesis generation

Example prompts

  • “/revacc-topic-selection”

Workflow steps

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

  1. State the question in one sentence: "Does [accounting construct] affect [outcome] through [friction/channel]?" For analytical work: "What…
  2. Name the lane explicitly — archival, analytical, or experimental — because it sets the rest of the chain.
  3. Identify the RAST sub-audience (disclosure theorists, capital-markets empiricists, audit/tax researchers) who would cite it, and the one…
  4. Separate what the current draft already establishes from what still needs data work, a model, or a literature pass.

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

Revacc Topic Selection loads about 1.4k tokens when it runs. Until then it costs about 95 tokens; SKILL.md has 624 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~95
When it runs · the whole SKILL.md, loaded when a task matches
~1.4k

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). 624 words, ~1,390 tokens.

Download SKILL.mdSave it as .claude/skills/revacc-topic-selection/SKILL.md (or your agent's skills folder).
name
revacc-topic-selection
description
Use when scoping or pressure-testing the research question for a Review of Accounting Studies (RAST) manuscript — confirming it is a contribution-driven financial-accounting question that fits RAST's archival/analytical/experimental lanes. Locks the question; it does not build the model (revacc-theory-development) or design identification (revacc-methods).

Topic Selection (revacc-topic-selection)

When to trigger

  • You have a setting or a dataset (Compustat/CRSP/I/B/E/S, audit data, a disclosure event) but not yet a sharp accounting question
  • The idea reads as a generic finance/economics paper that merely uses accounting data
  • You cannot say in one sentence what a reader learns about accounting that they did not know
  • The paper could plausibly go to TAR, JAR, JAE, or CAR and you are unsure RAST is the right home
  • You have an analytical idea and need to decide whether RAST's modeling lane is the better fit than an empirical reframing

What RAST rewards vs. desk-rejects

RAST publishes work whose payoff is to financial accounting and reporting: disclosure (voluntary and mandatory), earnings quality and management, accruals, valuation and the value-relevance of accounting numbers, capital-market consequences, analysts and forecasting, audit, and taxation. The journal's distinguishing feature is that it takes analytical (modeling) accounting as seriously as empirical archival work, plus a thinner experimental stream. A topic earns its place when the accounting construct is the object of study, not a control variable.

Desk-reject risks at RAST:

  • Finance-with-accounting-data. A return-predictability or asset-pricing paper that happens to use an accounting variable but has no accounting mechanism or implication.
  • Atheoretical mining. A correlation between two accounting variables with no friction, model, or institutional reason.
  • Method demonstration. A new estimator showcased on accounting data with no accounting payoff.
  • Pure economics. A model whose comparative statics carry no accounting reading.

A topic-fit triage for RAST

Signal in the draftInspectPasses when
Disclosure / reporting choice is the focusIs the disclosure the treatment or the object, with a friction it acts on?The accounting choice, not a market outcome, is what we explain
Earnings quality / management / accrualsIs the construct measured with precedent and a clear incentive story?A named incentive (contracting, capital-market, regulatory) drives it
Valuation / value-relevance / capital marketsIs there an accounting-information channel, not just a pricing pattern?The accounting number changes beliefs or decisions, traceably
Analysts / forecastingIs the information environment the mechanism, not just a proxy?Forecast properties illuminate accounting information, not vice versa
Audit / tax / regulationIs there a reporting consequence, not only an institutional description?The institutional detail bites on a measurable reporting outcome
Analytical modelIs it the minimal structure yielding an accounting implication?The equilibrium delivers a comparative static a reporting reader cares about
Show full SKILL.md (232 more words)Show less

Lock the question

  1. State the question in one sentence: "Does [accounting construct] affect [outcome] through [friction/channel]?" For analytical work: "What is the optimal [disclosure/contract/measurement] when [friction] is present?"
  2. Name the lane explicitly — archival, analytical, or experimental — because it sets the rest of the chain.
  3. Identify the RAST sub-audience (disclosure theorists, capital-markets empiricists, audit/tax researchers) who would cite it, and the one who would desk-reject it.
  4. Separate what the current draft already establishes from what still needs data work, a model, or a literature pass.

Checklist

  • The accounting construct is the object of study, not a control
  • The one-sentence question names a friction/channel (archival) or a friction/equilibrium (analytical)
  • The lane (archival / analytical / experimental) is declared and matches the question
  • A specific RAST sub-audience would cite this; the desk-reject risk is named
  • The paper is distinguishable from a pure-finance or pure-economics submission
  • Process facts (fee, portal, decision norm) are cited from the source map or marked 待核实

Anti-patterns

  • Accounting-as-garnish: an asset-pricing or corporate-finance paper dressed with one accounting variable.
  • Topic without payoff: "we document an association" with no statement of what accounting learns.
  • Lane confusion: an analytical idea jammed into an empirical frame because archival feels safer.
  • Sibling drift: writing for TAR's contribution bar or JAR's identification bar without asking if RAST is the home.
  • Inventing fit: asserting RAST relevance instead of naming the construct, friction, and audience.

Output format

text
【Journal】Review of Accounting Studies (Springer)
【Lane】archival / analytical / experimental
【One-sentence question】[accounting construct] → [outcome] via [friction/channel]
【Verdict】pass / revise / reroute
【Binding issue】the one thing blocking a clean RAST question
【RAST sub-audience】who cites it / who desk-rejects it
【Sibling boundary】why RAST and not TAR / JAR / JAE / CAR
【Source status】verified URL / 待核实 / not asserted
【Next skill】revacc-theory-development

© 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 Review-of-Accounting-Studies-Skills/skills/revacc-topic-selection of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

Compare with similar skills

Revacc Topic Selection 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.

Revacc Topic Selection compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Revacc Topic Selection this skillbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Car Topic Selectionfranklee16/academic-research-skills2231 repos~1kAutomated safety check: PassNone
Car Writing Stylefranklee16/academic-research-skills2231 repos~960Automated safety check: PassNone
Jae Topic Selectionfranklee16/academic-research-skills2231 repos~1kAutomated safety check: PassNone
Jar Topic Selectionfranklee16/academic-research-skills2231 repos~1.2kAutomated safety check: PassNone
Tar Topic Selectionfranklee16/academic-research-skills2231 repos~1.1kAutomated safety check: PassNone

Similar skills

  • Car Topic Selection

    franklee16/academic-research-skills

    A skill your agent uses when choosing or sharpening a research question for a Contemporary Accounting Research (CAR) manuscript — testing fit with CAR's deliberately method-agnostic, all-topic-areas…

    223 GitHub starsUsed in 1 repo~1k tokens
    Business, Finance & HRAuto-check passed
  • Car Writing Style

    franklee16/academic-research-skills

    A skill your agent uses when polishing the prose of a Contemporary Accounting Research (CAR) manuscript — a front-loaded research question, disciplined accounting terminology, the ≤300-word abstract…

    223 GitHub starsUsed in 1 repo~960 tokens
    Business, Finance & HRAuto-check passed
  • Jae Topic Selection

    franklee16/academic-research-skills

    A skill your agent uses when choosing or sharpening a research question for the Journal of Accounting and Economics (JAE) — testing economics-based fit, distinguishing JAE from JAR/TAR/RAST, and…

    223 GitHub starsUsed in 1 repo~1k tokens
    Business, Finance & HRAuto-check passed
  • Jar Topic Selection

    franklee16/academic-research-skills

    A skill your agent uses when choosing or sharpening a research question for a Journal of Accounting Research (JAR) manuscript — testing whether it is a real accounting question with a credible…

    223 GitHub starsUsed in 1 repo~1.2k tokens
    Business, Finance & HRAuto-check passed
  • Tar Topic Selection

    franklee16/academic-research-skills

    A skill your agent uses when choosing or sharpening a research question for a The Accounting Review (TAR) manuscript — testing whether the question is contribution-driven, identifiable with…

    223 GitHub starsUsed in 1 repo~1.1k tokens
    Business, Finance & HRAuto-check passed
  • Sync Upstream

    nyaruka/phonenumbers

    Sync this Go port with a new upstream google/libphonenumber release — regenerate the embedded metadata and reconcile the ported Java logic.

    1.6k GitHub stars~2.8k tokensUpdated 6 days ago
    Business, Finance & HRAuto-check passed

More from brycewang-stanford/Awesome-Journal-Skills

All 2,387 skills in this repo
  • Aaag Data Analysis

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…

    1.2k GitHub stars~1.3k tokensUpdated 12 days ago
    Auto-check passed
  • Aaag Literature Positioning

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…

    1.2k GitHub stars~1.3k tokensUpdated 12 days ago
    Auto-check passed
  • Aaag Rebuttal

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…

    1.2k GitHub stars~1.4k tokensUpdated 12 days ago
    Auto-check passed
  • Aaag Research Design

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…

    1.2k GitHub stars~1.4k tokensUpdated 12 days ago
    Auto-check passed
  • Aaag Review Process

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…

    1.2k GitHub stars~1.3k tokensUpdated 12 days ago
    Auto-check passed
  • Aaag Submission

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…

    1.2k GitHub stars~1.6k tokensUpdated 12 days ago
    Auto-check passed

Questions about Revacc Topic Selection

What does Revacc Topic Selection do?

A skill your agent uses when scoping or pressure-testing the research question for a Review of Accounting Studies (RAST) manuscript — confirming it is a contribution-driven financial-accounting…. Revacc Topic Selection is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when scoping or pressure-testing the research question for a Review of Accounting Studies (RAST) manuscript — confirming it is a contribution-driven financial-accounting question that fits RAST's archival/analytical/experimental lanes.

When should I use Revacc Topic Selection?

Revacc Topic Selection fits situations like: tasks that involve Accounting and bookkeeping; tasks that involve Hypothesis generation.

How do I install Revacc Topic Selection in Claude Code?

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

How do I install Revacc Topic Selection in Codex?

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

Can I use Revacc Topic Selection 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 revacc-topic-selection -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/revacc-topic-selection, .gemini/skills/revacc-topic-selection, .github/skills/revacc-topic-selection and .opencode/skills/revacc-topic-selection in your project.

What does Revacc Topic Selection need to run?

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

Does Revacc Topic Selection 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 Revacc Topic Selection 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 Revacc Topic Selection use?

Revacc Topic Selection 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 Revacc Topic Selection use?

About 1.4k tokens (SKILL.md is roughly 5.6k 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 Revacc Topic Selection?

Skills that share tags, products or a category with Revacc Topic Selection: Car Topic Selection (franklee16/academic-research-skills, 223 stars), Car Writing Style (franklee16/academic-research-skills, 223 stars), Jae Topic Selection (franklee16/academic-research-skills, 223 stars) and Jar Topic Selection (franklee16/academic-research-skills, 223 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Revacc Topic Selection?

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.