Agent skill

Jar Topic Selection

by franklee16 in 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…

No licenceAuto-check passedBusiness, Finance & HR

Install Jar Topic Selection

skills CLI
$ npx skills add franklee16/academic-research-skills --skill jar-topic-selection -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jar-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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Accounting-Research-Skills/skills/jar-topic-selection .claude/skills/jar-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
jar-topic-selection
GitHub stars
223
Used in
1 other repo
Token cost
~1.2k tokens
SKILL.md length
482 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

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…

  • Identification potential before any data work begins
  • SKILL.md covers When to trigger, What JAR is looking for, The fit test (run before… and Sourcing strong JAR questions, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Tasks that involve Accounting and bookkeeping

What it does

Jar Topic Selection is an agent skill from franklee16/academic-research-skills. Use 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 setting, JAR fit, and identification potential before any data work begins. Locks the question; it does not build the mechanism (jar-theory-development) or design the test (jar-methods).

Its SKILL.md is about 1.2k 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: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.

When your agent uses it

  • Identification potential before any data work begins
  • Tasks that involve Accounting and bookkeeping
  • Tasks that involve Hypothesis generation

Example prompts

  • “/jar-topic-selection”

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

Jar Topic Selection loads about 1.2k tokens when it runs. Until then it costs about 95 tokens; SKILL.md has 482 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
~1.2k

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 482 words (~1,153 tokens).

“JAR publishes original research in all areas of accounting and accounting-related topics, drawing on finance, economics, statistics, psychology, and sociology. The journal's gravitational center is empirical-archival capital-markets research in the Ball-Brown tradition: how accounting information is produced, disclosed, audited, and…”

— opening of SKILL.md by franklee16
name
jar-topic-selection

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Accounting-Research-Skills/skills/jar-topic-selection 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

Jar 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.

Jar Topic Selection compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jar Topic Selection this skillfranklee16/academic-research-skills2231 repos~1.2kAutomated safety check: PassNone
Aos Topic Selectionbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.5kAutomated safety check: PassMIT
Revacc Topic Selectionbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Sync Upstreamnyaruka/phonenumbers1.6k—~2.8kAutomated safety check: PassMIT
Radiology Tablehuang-sir1/radiology-skills1.9k—~1.3kAutomated safety check: PassCustom licence
ERPClaw ERP Controlleravansaber/erpclaw114—~18kAutomated safety check: PassGPL-3.0

Similar skills

  • Aos Topic Selection

    brycewang-stanford/Awesome-Journal-Skills

    A skill your agent uses when choosing or sharpening a research question for an Accounting, Organizations and Society (AOS) manuscript — testing whether the question genuinely concerns the social…

    1.2k GitHub stars~1.5k tokensUpdated 12 days ago
    Business, Finance & HRAuto-check passed
  • Revacc Topic Selection

    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…

    1.2k GitHub stars~1.4k tokensUpdated 12 days ago
    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
  • Radiology Table

    huang-sir1/radiology-skills

    Create/audit editable publication tables with source reconciliation; not figures or statistical inference.

    1.9k GitHub stars~1.3k tokensUpdated 17 days ago
    Business, Finance & HRAuto-check passed
  • ERPClaw ERP Controller

    avansaber/erpclaw

    Operates the ERPClaw self-hosted ERP in plain language: accounting, invoicing, inventory, purchasing, tax, HR, payroll and reports, treating the ERP as the single source of truth.

    114 GitHub stars~18k tokensUpdated today
    Business, Finance & HRAuto-check passed
  • Odoo Agency Fleet Review

    erpipe-org/mcp-odoo

    Review many client Odoo databases at once through odoo-mcp's cross-instance tools — fleet-wide accounting health, per-client aging, partial-failure triage — for agencies and partners managing 5–50…

    421 GitHub stars~699 tokensUpdated 1 mo ago
    Business, Finance & HRAuto-check passed

More from franklee16/academic-research-skills

All 1,617 skills in this repo
  • Econometric Research Writing

    franklee16/academic-research-skills

    End-to-end econometric analysis and economics/management paper-writing workflow.

    223 GitHub stars~2.4k tokensUpdated 20 days ago
    Auto-check passed
  • Paper Revision

    franklee16/academic-research-skills

    Comprehensive workflow for handling journal Revise and Resubmit (R&R) decisions.

    223 GitHub stars~3.4k tokensUpdated 20 days ago
    Auto-check passed
  • Sci Ssci Polishing

    franklee16/academic-research-skills

    A skill your agent uses when researchers need Chinese academic prose translated into publication-oriented English or English manuscript paragraphs and complete sections polished for SCI, SSCI, or…

    223 GitHub starsUsed in 1 repo~1.5k tokens
    Auto-check passed
  • Research Defense Radar

    franklee16/academic-research-skills

    Assess and monitor an ongoing research project's competitor landscape, novelty risk, and method/data opportunities from a proposal, paper, research question, data or method notes, or a suspected…

    223 GitHub stars~4k tokensUpdated 20 days ago
    Auto-check passed
  • Academic Grant

    franklee16/academic-research-skills

    Generate or fill in academic grant application forms (project statement, education plan, pathway to impact, references) using draft research material.

    223 GitHub stars~2.8k tokensUpdated 20 days ago
    Auto-check: notes
  • Chinese Reference Formatter Skill

    franklee16/academic-research-skills

    A skill your agent uses when a user needs通用中文参考文献、GB/T 7714-style bibliography entries, Chinese academic reference formatting, or BibTeX completion from Chinese or English literature titles…

    223 GitHub stars~1.1k tokensUpdated 20 days ago
    Auto-check passed

Questions about Jar Topic Selection

What does Jar Topic Selection do?

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…. Jar Topic Selection is an agent skill from franklee16/academic-research-skills. Use 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 setting, JAR fit, and identification potential before any data work begins.

When should I use Jar Topic Selection?

Jar Topic Selection fits situations like: identification potential before any data work begins; tasks that involve Accounting and bookkeeping; tasks that involve Hypothesis generation.

How do I install Jar Topic Selection in Claude Code?

Run `npx skills add franklee16/academic-research-skills --skill jar-topic-selection -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Accounting-Research-Skills/skills/jar-topic-selection in franklee16/academic-research-skills) into .claude/skills/jar-topic-selection in your project. Claude Code loads it when a task matches its description.

How do I install Jar Topic Selection in Codex?

Run `npx skills add franklee16/academic-research-skills --skill jar-topic-selection -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Accounting-Research-Skills/skills/jar-topic-selection in franklee16/academic-research-skills) into .agents/skills/jar-topic-selection in your project. Codex loads it when a task matches its description.

Can I use Jar 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 franklee16/academic-research-skills --skill jar-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/jar-topic-selection, .gemini/skills/jar-topic-selection, .github/skills/jar-topic-selection and .opencode/skills/jar-topic-selection in your project.

What does Jar Topic Selection need to run?

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

Does Jar 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 Jar 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 Jar Topic Selection use?

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

How many tokens does Jar Topic Selection use?

About 1.2k tokens (SKILL.md is roughly 4.6k 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 Jar Topic Selection?

Skills that share tags, products or a category with Jar Topic Selection: Aos Topic Selection (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Revacc Topic Selection (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Sync Upstream (nyaruka/phonenumbers, 1.6k stars) and Radiology Table (huang-sir1/radiology-skills, 1.9k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jar Topic Selection?

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.