A skill your agent uses when the research design and identification strategy are the bottleneck for a Journal of Accounting Research (JAR) manuscript — choosing the setting, source of identifying…

No licenceAuto-check passedBusiness, Finance & HR

Install Jar Methods

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jar-methods --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-methods .claude/skills/jar-methods && 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-methods
GitHub stars
223
Used in
1 other repo
Token cost
~1.2k tokens
SKILL.md length
436 words
Files
1
Skills in repo
1,616
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when the research design and identification strategy are the bottleneck for a Journal of Accounting Research (JAR) manuscript — choosing the setting, source of identifying…

  • Source of identifying variation
  • SKILL.md covers When to trigger, JAR's dominant design:…, Find identifying variation… and Sample and reproducibility…, plus 4 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
  • Sample to support a causal accounting claim

What it does

Jar Methods is an agent skill from franklee16/academic-research-skills. Use when the research design and identification strategy are the bottleneck for a Journal of Accounting Research (JAR) manuscript — choosing the setting, source of identifying variation, and sample to support a causal accounting claim. Designs the study; it does not run the estimation, clustering, or robustness (jar-data-analysis).

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 Data analysis. 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

  • Source of identifying variation
  • Sample to support a causal accounting claim

Example prompts

  • “/jar-methods”

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 Methods loads about 1.2k tokens when it runs. Until then it costs about 86 tokens; SKILL.md has 436 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~86
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 436 words (~1,164 tokens).

“JAR's defining methodology is large-sample empirical-archival capital-markets research (financial-statement and market-data econometrics in the Ball-Brown lineage). The journal also publishes experimental, analytical/modeling, and field-study work, and the Registered Reports track is well suited to higher-outcome-risk designs that require new data…”

— opening of SKILL.md by franklee16
name
jar-methods

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Accounting-Research-Skills/skills/jar-methods 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 Methods 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 Methods compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jar Methods this skillfranklee16/academic-research-skills2231 repos~1.2kAutomated safety check: PassNone
Financial ParserOneWave-AI/claude-skills3232 repos~1.2kAutomated safety check: PassMIT
Aos Contribution Framingbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.2kAutomated safety check: PassMIT
Aos Methodsbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Aos Rebuttalbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.4kAutomated safety check: PassMIT
Aos Tables Figuresbrycewang-stanford/Awesome-Journal-Skills1.2k—~1.2kAutomated safety check: PassMIT

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Questions about Jar Methods

What does Jar Methods do?

A skill your agent uses when the research design and identification strategy are the bottleneck for a Journal of Accounting Research (JAR) manuscript — choosing the setting, source of identifying…. Jar Methods is an agent skill from franklee16/academic-research-skills. Use when the research design and identification strategy are the bottleneck for a Journal of Accounting Research (JAR) manuscript — choosing the setting, source of identifying variation, and sample to support a causal accounting claim.

When should I use Jar Methods?

Jar Methods fits situations like: source of identifying variation; sample to support a causal accounting claim.

How do I install Jar Methods in Claude Code?

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

How do I install Jar Methods in Codex?

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

Can I use Jar Methods 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-methods -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-methods, .gemini/skills/jar-methods, .github/skills/jar-methods and .opencode/skills/jar-methods in your project.

What does Jar Methods need to run?

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

Does Jar Methods 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 Methods 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 Methods use?

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

How many tokens does Jar Methods use?

About 1.2k tokens (SKILL.md is roughly 4.7k 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 Jar Methods?

Skills that share tags, products or a category with Jar Methods: Financial Parser (OneWave-AI/claude-skills, 323 stars), Aos Contribution Framing (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars), Aos Methods (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Aos 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 Jar Methods?

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.