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A skill your agent uses when building the economic argument and predictions for a Journal of Accounting and Economics (JAE) manuscript — grounding hypotheses in agency, information-economics…
Install Jae Theory Development
$ npx skills add franklee16/academic-research-skills --skill jae-theory-development -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills jae-theory-development --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ 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-and-Economics-Skills/skills/jae-theory-development .claude/skills/jae-theory-development && rm -rf skills-srcUse ~/.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/
Install the "jae-theory-development" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development into .claude/skills/jae-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jae-theory-development", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-developmentType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add franklee16/academic-research-skills --skill jae-theory-development -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills jae-theory-development --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development .agents/skills/jae-theory-development && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jae-theory-development" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development into .agents/skills/jae-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jae-theory-development", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill jae-theory-development -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills jae-theory-development --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development .cursor/skills/jae-theory-development && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "jae-theory-development" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development into .cursor/skills/jae-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jae-theory-development", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add franklee16/academic-research-skills --skill jae-theory-development -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills jae-theory-development --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development .gemini/skills/jae-theory-development && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "jae-theory-development" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development into .gemini/skills/jae-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jae-theory-development", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install franklee16/academic-research-skills jae-theory-developmentInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add franklee16/academic-research-skills --skill jae-theory-development -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development .github/skills/jae-theory-development && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "jae-theory-development" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development into .github/skills/jae-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jae-theory-development", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add franklee16/academic-research-skills --skill jae-theory-development -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills jae-theory-development --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development .opencode/skills/jae-theory-development && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "jae-theory-development" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development into .opencode/skills/jae-theory-development/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jae-theory-development", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
jae-theory-development- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~1.1k tokens
- SKILL.md length
- 452 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 economic argument and predictions for a Journal of Accounting and Economics (JAE) manuscript — grounding hypotheses in agency, information-economics…
- Works in 4 steps: State the friction. Information… → Name the economic actors and incentives.… → Derive the prediction. Show how the… → …
- Building the economic argument and predictions for a Journal of Accounting and Economics (JAE) manuscript — grounding hypotheses in agency
- SKILL.md covers When to trigger, JAE's theory bar: apply…, Build the argument and Analytical vs. archival theory, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jae Theory Development is an agent skill from franklee16/academic-research-skills. Use when building the economic argument and predictions for a Journal of Accounting and Economics (JAE) manuscript — grounding hypotheses in agency, information-economics, contracting, or disclosure theory so the paper applies economic theory to explain accounting phenomena rather than reporting a bare correlation.
Its SKILL.md is about 1.1k 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 economic argument and predictions for a Journal of Accounting and Economics (JAE) manuscript — grounding hypotheses in agency
- Information-economics
- Disclosure theory so the paper applies economic theory to explain accounting phenomena rather than reporting a bare correlation
Example prompts
- “/jae-theory-development”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- State the friction. Information asymmetry between whom? Which agency conflict? What contracting/regulatory constraint?
- Name the economic actors and incentives. Managers, shareholders, creditors, analysts, auditors, regulators — each with an objective…
- Derive the prediction. Show how the friction plus incentives imply a sign on the relation; predictions are a priori, not…
- Specify cross-sectional variation. JAE prizes partitioning tests: the effect should be stronger where the friction is more severe (e.g…
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
Jae Theory Development loads about 1.1k tokens when it runs. Until then it costs about 85 tokens; SKILL.md has 452 words of instructions outside code blocks.
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 452 words (~1,087 tokens).
“JAE exists to apply economic theory to explain accounting phenomena. A prediction must follow from an economic primitive, not from intuition. The canonical building blocks are:”
- name
- jae-theory-development
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development 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
Jae Theory Development 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.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Jae Theory Development this skillfranklee16/academic-research-skills | 223 | 1 repos | ~1.1k | Automated safety check: Pass | None | |
| Sync Upstreamnyaruka/phonenumbers | 1.6k | — | ~2.8k | Automated safety check: Pass | MIT | |
| Radiology Tablehuang-sir1/radiology-skills | 1.9k | — | ~1.3k | Automated safety check: Pass | Custom licence | |
| ERPClaw ERP Controlleravansaber/erpclaw | 114 | — | ~18k | Automated safety check: Pass | GPL-3.0 | |
| Odoo Agency Fleet Reviewerpipe-org/mcp-odoo | 421 | — | ~699 | Automated safety check: Pass | MIT | |
| Beancount Closebex-co/beancount-io | 296 | — | ~1.4k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Jae Theory Development
What does Jae Theory Development do?
A skill your agent uses when building the economic argument and predictions for a Journal of Accounting and Economics (JAE) manuscript — grounding hypotheses in agency, information-economics…. Jae Theory Development is an agent skill from franklee16/academic-research-skills. Use when building the economic argument and predictions for a Journal of Accounting and Economics (JAE) manuscript — grounding hypotheses in agency, information-economics, contracting, or disclosure theory so the paper applies economic theory to explain accounting phenomena rather than reporting a bare correlation.
When should I use Jae Theory Development?
Jae Theory Development fits situations like: building the economic argument and predictions for a Journal of Accounting and Economics (JAE) manuscript — grounding hypotheses in agency; information-economics; disclosure theory so the paper applies economic theory to explain accounting phenomena rather than reporting a bare correlation.
How do I install Jae Theory Development in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill jae-theory-development -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development in franklee16/academic-research-skills) into .claude/skills/jae-theory-development in your project. Claude Code loads it when a task matches its description.
How do I install Jae Theory Development in Codex?
Run `npx skills add franklee16/academic-research-skills --skill jae-theory-development -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Accounting-and-Economics-Skills/skills/jae-theory-development in franklee16/academic-research-skills) into .agents/skills/jae-theory-development in your project. Codex loads it when a task matches its description.
Can I use Jae Theory Development 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 jae-theory-development -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jae-theory-development, .gemini/skills/jae-theory-development, .github/skills/jae-theory-development and .opencode/skills/jae-theory-development in your project.
What does Jae Theory Development need to run?
SKILL.md names no scripts, command-line tools or credentials: Jae Theory Development is instructions for the agent only.
Does Jae Theory Development 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 Jae Theory Development 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 Jae Theory Development use?
No licence was found for Jae Theory Development or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jae Theory Development use?
About 1.1k tokens (SKILL.md is roughly 4.3k 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 Jae Theory Development?
Skills that share tags, products or a category with Jae Theory Development: Sync Upstream (nyaruka/phonenumbers, 1.6k stars), Radiology Table (huang-sir1/radiology-skills, 1.9k stars), ERPClaw ERP Controller (avansaber/erpclaw, 114 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 Jae Theory Development?
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.