Agent skill

Acr Robustness

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when building the robustness section for a 《会计研究》 (Accounting Research) manuscript — replacing accounting measures with alternatives, adding governance / institutional…

No licenceAuto-check passedBusiness, Finance & HR

Install Acr Robustness

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills acr-robustness --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-robustness .claude/skills/acr-robustness && 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-robustness
GitHub stars
223
Used in
1 other repo
Token cost
~366 tokens
SKILL.md length
65 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when building the robustness section for a 《会计研究》 (Accounting Research) manuscript — replacing accounting measures with alternatives, adding governance / institutional…

  • Works in 4 steps: 替换会计度量:主度量换替代(如 DA 换真实盈余管理、C-Score 换… → 控制治理与制度变量:加入股权集中、两职合一、机构持股、产权性质、地区市场化、行业×… → 安慰剂/伪检验:随机处理时点、随机处理组、伪事件、错位样本 → …
  • Building the robustness section for a 《会计研究》 (Accounting Research) manuscript — replacing accounting measures with alternatives
  • SKILL.md covers 触发时机, 本刊稳健性的四个支柱, 会计特有的稳健性动作 and 自检清单, plus 2 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Acr Robustness is an agent skill from franklee16/academic-research-skills. Use when building the robustness section for a 《会计研究》 (Accounting Research) manuscript — replacing accounting measures with alternatives, adding governance / institutional controls, placebo tests, and endogeneity follow-ups — so the main result survives an accounting referee's scrutiny. Use after mechanism is settled.

Its SKILL.md is about 370 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. 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

  • Building the robustness section for a 《会计研究》 (Accounting Research) manuscript — replacing accounting measures with alternatives
  • Adding governance / institutional controls
  • Endogeneity follow-ups — so the main result survives an accounting referees scrutiny

Example prompts

  • “/acr-robustness”

Workflow steps

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

  1. 替换会计度量:主度量换替代(如 DA 换真实盈余管理、C-Score 换 Basu、披露指数换文本指标),结论不变
  2. 控制治理与制度变量:加入股权集中、两职合一、机构持股、产权性质、地区市场化、行业×年度固定效应,排除遗漏变量
  3. 安慰剂/伪检验:随机处理时点、随机处理组、伪事件、错位样本
  4. 内生性后续:PSM 不同匹配、加入更多协变量、改变聚类、删除特殊年份/行业、Heckman 备择设定

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 Robustness loads about 366 tokens when it runs. Until then it costs about 84 tokens; SKILL.md has 65 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~84
When it runs · the whole SKILL.md, loaded when a task matches
~366

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 65 words (~366 tokens).

name
acr-robustness

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Accounting-Research-Skills/skills/acr-robustness 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 Robustness 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 Robustness compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Acr Robustness this skillfranklee16/academic-research-skills2231 repos~366Automated safety check: PassNone
Sync Upstreamnyaruka/phonenumbers1.6k—~2.8kAutomated safety check: PassMIT
Radiology Tablehuang-sir1/radiology-skills1.9k—~1.3kAutomated safety check: PassCustom licence
ERPClaw ERP Controlleravansaber/erpclaw116—~18kAutomated safety check: PassGPL-3.0
Odoo Agency Fleet Reviewerpipe-org/mcp-odoo421—~699Automated safety check: PassMIT
Beancount Closebex-co/beancount-io296—~1.4kAutomated safety check: PassMIT

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Questions about Acr Robustness

What does Acr Robustness do?

A skill your agent uses when building the robustness section for a 《会计研究》 (Accounting Research) manuscript — replacing accounting measures with alternatives, adding governance / institutional…. Acr Robustness is an agent skill from franklee16/academic-research-skills. Use when building the robustness section for a 《会计研究》 (Accounting Research) manuscript — replacing accounting measures with alternatives, adding governance / institutional controls, placebo tests, and endogeneity follow-ups — so the main result survives an accounting referee's scrutiny.

When should I use Acr Robustness?

Acr Robustness fits situations like: building the robustness section for a 《会计研究》 (Accounting Research) manuscript — replacing accounting measures with alternatives; adding governance / institutional controls; endogeneity follow-ups — so the main result survives an accounting referees scrutiny.

How do I install Acr Robustness in Claude Code?

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

How do I install Acr Robustness in Codex?

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

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

What does Acr Robustness need to run?

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

Does Acr Robustness 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 Robustness 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 Robustness use?

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

How many tokens does Acr Robustness use?

About 366 tokens (SKILL.md is roughly 1.5k 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 Robustness?

Skills that share tags, products or a category with Acr Robustness: Sync Upstream (nyaruka/phonenumbers, 1.6k stars), Radiology Table (huang-sir1/radiology-skills, 1.9k stars), ERPClaw ERP Controller (avansaber/erpclaw, 116 stars) and Odoo Agency Fleet Review (erpipe-org/mcp-odoo, 421 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Acr Robustness?

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.