Agent skill

Acr Topic Selection

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when framing or sharpening a topic for 《会计研究》 (Accounting Research) — turning a generic "X affects Y" empirical idea into an accounting contribution anchored in China's…

No licenceAuto-check passedBusiness, Finance & HR

Install Acr Topic Selection

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills acr-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/Accounting-Research-Skills/skills/acr-topic-selection .claude/skills/acr-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
acr-topic-selection
GitHub stars
223
Used in
1 other repo
Token cost
~414 tokens
SKILL.md length
60 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when framing or sharpening a topic for 《会计研究》 (Accounting Research) — turning a generic "X affects Y" empirical idea into an accounting contribution anchored in China's…

  • Works in 4 steps: 新会计现象/新制度催生的新问题:如新收入准则、新租赁准则、新金融工具准则、注册制下… → 修正既有会计认识:对盈余管理动机、稳健性作用、披露经济后果的既有判断给出反例或边界… → 打通信息生产链条:连接"准则/治理/审计"与"会计信息质量/披露"之间被忽视的环节 → …
  • Accounting theory
  • SKILL.md covers 触发时机, 会计学贡献的四种来源(强 → 可接受), 选题偏好(本刊主流议题) and 把"一般效应"升级为"会计贡献"的动作, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Acr Topic Selection is an agent skill from franklee16/academic-research-skills. Use when framing or sharpening a topic for 《会计研究》 (Accounting Research) — turning a generic "X affects Y" empirical idea into an accounting contribution anchored in China's institutional setting, accounting theory, and standard-setting / practice relevance. Use before literature review.

Its SKILL.md is about 410 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 Literature review. 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

  • Accounting theory
  • Standard-setting / practice relevance

Example prompts

  • “X affects Y”
  • “/acr-topic-selection”

Workflow steps

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

  1. 新会计现象/新制度催生的新问题:如新收入准则、新租赁准则、新金融工具准则、注册制下信息披露、关键审计事项、内控强制审计——制度变更打开真实问题
  2. 修正既有会计认识:对盈余管理动机、稳健性作用、披露经济后果的既有判断给出反例或边界条件
  3. 打通信息生产链条:连接"准则/治理/审计"与"会计信息质量/披露"之间被忽视的环节
  4. 中国情境的会计制度特征:国有产权、政府干预、监管执行、转型市场下会计信息的特殊作用机理

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

Acr Topic Selection loads about 414 tokens when it runs. Until then it costs about 77 tokens; SKILL.md has 60 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~77
When it runs · the whole SKILL.md, loaded when a task matches
~414

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 60 words (~414 tokens).

name
acr-topic-selection

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Accounting-Research-Skills/skills/acr-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

Acr 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.

Acr Topic Selection compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Acr Topic Selection this skillfranklee16/academic-research-skills2231 repos~414Automated safety check: PassNone
Workflow OrchestrationAnastasiyaW/codex-claude-code-config154—~3.8kAutomated safety check: PassMIT
Bio Copy Number Allele Specific Copy NumberGPTomics/bioSkills1.2k2 repos~4kAutomated safety check: PassMIT
Bio Copy Number Cnvkit AnalysisGPTomics/bioSkills1.2k2 repos~4.1kAutomated safety check: PassMIT
Bio Comparative Genomics Gene Tree Species Tree ReconciliationGPTomics/bioSkills1.2k2 repos~8.1kAutomated safety check: PassMIT
Bio Protac DegradersGPTomics/bioSkills1.2k1 repos~5kAutomated safety check: PassMIT

Similar skills

  • Workflow Orchestration

    AnastasiyaW/codex-claude-code-config

    Написание и запуск Claude Code dynamic workflows (JS-оркестратор субагентов).

    154 GitHub stars~3.8k tokensUpdated today
    Business, Finance & HRAuto-check passed
  • Infer integer allele-specific copy number, tumor purity, and ploidy from tumor sequencing by jointly modeling read depth (logR) and B-allele frequency (BAF) with ASCAT, Sequenza, FACETS, PURPLE, and…

    1.2k GitHub starsUsed in 2 repos~4k tokens
    Business, Finance & HRAuto-check passed
  • Detect somatic and germline copy number variants from targeted, exome, and whole-genome sequencing with CNVkit, a read-depth caller that combines on-target and off-target (antitarget) coverage.

    1.2k GitHub starsUsed in 2 repos~4.1k tokens
    Business, Finance & HRAuto-check passed
  • Reconcile gene trees against a species tree under probabilistic models of duplication, transfer, and loss (DTL) using ALE (Szöllősi 2013 amalgamated likelihood), GeneRax (Morel 2020 ML…

    1.2k GitHub starsUsed in 2 repos~8.1k tokens
    Business, Finance & HRAuto-check passed
  • Bio Protac Degraders

    GPTomics/bioSkills

    Designs PROTACs, molecular glues, and bivalent degraders with explicit handling of E3 ligase choice (VHL, CRBN, IAP, MDM2, KEAP1), linker design (length, composition, rigidity), ternary complex…

    1.2k GitHub starsUsed in 1 repo~5k tokens
    Business, Finance & HRAuto-check passed
  • Bio Proteomics Data Import

    GPTomics/bioSkills

    Loads mass-spectrometry data into Python/R and strips the search engine's bookkeeping before any number is trusted -- removes decoys (REV/Reverse), contaminants (CON/Potential contaminant)…

    1.2k GitHub starsUsed in 1 repo~4.5k tokens
    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 21 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 21 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 21 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 21 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 21 days ago
    Auto-check passed

Questions about Acr Topic Selection

What does Acr Topic Selection do?

A skill your agent uses when framing or sharpening a topic for 《会计研究》 (Accounting Research) — turning a generic "X affects Y" empirical idea into an accounting contribution anchored in China's…. Acr Topic Selection is an agent skill from franklee16/academic-research-skills. Use when framing or sharpening a topic for 《会计研究》 (Accounting Research) — turning a generic "X affects Y" empirical idea into an accounting contribution anchored in China's institutional setting, accounting theory, and standard-setting / practice relevance.

When should I use Acr Topic Selection?

Acr Topic Selection fits situations like: accounting theory; standard-setting / practice relevance.

How do I install Acr Topic Selection in Claude Code?

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

How do I install Acr Topic Selection in Codex?

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

Can I use Acr 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 acr-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/acr-topic-selection, .gemini/skills/acr-topic-selection, .github/skills/acr-topic-selection and .opencode/skills/acr-topic-selection in your project.

What does Acr Topic Selection need to run?

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

Does Acr 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 Acr 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 Acr Topic Selection use?

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

How many tokens does Acr Topic Selection use?

About 414 tokens (SKILL.md is roughly 1.7k 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 Acr Topic Selection?

Skills that share tags, products or a category with Acr Topic Selection: Workflow Orchestration (AnastasiyaW/codex-claude-code-config, 154 stars), Bio Copy Number Allele Specific Copy Number (GPTomics/bioSkills, 1.2k stars), Bio Copy Number Cnvkit Analysis (GPTomics/bioSkills, 1.2k stars) and Bio Comparative Genomics Gene Tree Species Tree Reconciliation (GPTomics/bioSkills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Acr 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.