Agent skill

Car Data Analysis

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when running and reporting the analysis for a Contemporary Accounting Research (CAR) manuscript — the right estimator for archival/capital-markets, experimental, or…

No licenceAuto-check passedBusiness, Finance & HR

Install Car Data Analysis

skills CLI
$ npx skills add franklee16/academic-research-skills --skill car-data-analysis -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills car-data-analysis --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/Contemporary-Accounting-Research-Skills/skills/car-data-analysis .claude/skills/car-data-analysis && 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
car-data-analysis
GitHub stars
223
Used in
1 other repo
Token cost
~1.3k tokens
SKILL.md length
488 words
Files
1
Skills in repo
1,616
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when running and reporting the analysis for a Contemporary Accounting Research (CAR) manuscript — the right estimator for archival/capital-markets, experimental, or…

  • Analytical-calibration work
  • SKILL.md covers When to trigger, Choose the estimator that…, Robustness CAR reviewers expect and Data Integrity & Code Sharing…, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • CARs Data Integrity & Code Sharing Policy (code archiving

What it does

Car Data Analysis is an agent skill from franklee16/academic-research-skills. Use when running and reporting the analysis for a Contemporary Accounting Research (CAR) manuscript — the right estimator for archival/capital-markets, experimental, or analytical-calibration work, robustness, and CAR's Data Integrity & Code Sharing Policy (code archiving, variable definitions, data availability statement). Executes and reports; it does not design the study (car-methods).

Its SKILL.md is about 1.3k 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 Data analysis, Accounting and bookkeeping and Performance reviews. 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

  • Analytical-calibration work
  • CARs Data Integrity & Code Sharing Policy (code archiving
  • Variable definitions
  • Data availability statement)

Example prompts

  • “/car-data-analysis”

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

Car Data Analysis loads about 1.3k tokens when it runs. Until then it costs about 102 tokens; SKILL.md has 488 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~102
When it runs · the whole SKILL.md, loaded when a task matches
~1.3k

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 488 words (~1,296 tokens).

“Cluster standard errors to match the data structure (firm and/or time); for experiments, respect the randomization unit. Justify winsorizing/truncating and document the cutoffs.”

— opening of SKILL.md by franklee16
name
car-data-analysis

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Contemporary-Accounting-Research-Skills/skills/car-data-analysis 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

Car Data Analysis 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.

Car Data Analysis compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Car Data Analysis this skillfranklee16/academic-research-skills2231 repos~1.3kAutomated safety check: PassNone
Aos Methodsbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Aos Tables Figuresbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.2kAutomated safety check: PassMIT
Revacc Data Analysisbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.6kAutomated safety check: PassMIT
Revacc Rebuttalbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.3kAutomated safety check: PassMIT
Revacc Tables Figuresbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.5kAutomated safety check: PassMIT

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Questions about Car Data Analysis

What does Car Data Analysis do?

A skill your agent uses when running and reporting the analysis for a Contemporary Accounting Research (CAR) manuscript — the right estimator for archival/capital-markets, experimental, or…. Car Data Analysis is an agent skill from franklee16/academic-research-skills. Use when running and reporting the analysis for a Contemporary Accounting Research (CAR) manuscript — the right estimator for archival/capital-markets, experimental, or analytical-calibration work, robustness, and CAR's Data Integrity & Code Sharing Policy (code archiving, variable definitions, data availability statement).

When should I use Car Data Analysis?

Car Data Analysis fits situations like: analytical-calibration work; CARs Data Integrity & Code Sharing Policy (code archiving; variable definitions; data availability statement).

How do I install Car Data Analysis in Claude Code?

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

How do I install Car Data Analysis in Codex?

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

Can I use Car Data Analysis 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 car-data-analysis -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/car-data-analysis, .gemini/skills/car-data-analysis, .github/skills/car-data-analysis and .opencode/skills/car-data-analysis in your project.

What does Car Data Analysis need to run?

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

Does Car Data Analysis 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 Car Data Analysis 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 Car Data Analysis use?

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

How many tokens does Car Data Analysis use?

About 1.3k tokens (SKILL.md is roughly 5.2k 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 Car Data Analysis?

Skills that share tags, products or a category with Car Data Analysis: Aos Methods (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Aos Tables Figures (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Revacc Data Analysis (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Revacc Rebuttal (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Car Data Analysis?

franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 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.