Review Paper
maxwell2732/paper-replicate-agent-demo
Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections
A skill your agent uses when navigating the Journal of Applied Econometrics (JAE) editorial process — single-blind peer review by anonymous reviewers in addition to the Editor, with final…
Install Jape Review Process
$ npx skills add franklee16/academic-research-skills --skill jape-review-process -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills jape-review-process --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-Applied-Econometrics-Skills/skills/jape-review-process .claude/skills/jape-review-process && 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 "jape-review-process" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-review-process into .claude/skills/jape-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jape-review-process", 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-Applied-Econometrics-Skills/skills/jape-review-processType 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 jape-review-process -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills jape-review-process --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-Applied-Econometrics-Skills/skills/jape-review-process .agents/skills/jape-review-process && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "jape-review-process" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-review-process into .agents/skills/jape-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jape-review-process", 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 jape-review-process -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills jape-review-process --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-Applied-Econometrics-Skills/skills/jape-review-process .cursor/skills/jape-review-process && 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 "jape-review-process" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-review-process into .cursor/skills/jape-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jape-review-process", 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-Applied-Econometrics-Skills/skills/jape-review-process--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 jape-review-process -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills jape-review-process --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-Applied-Econometrics-Skills/skills/jape-review-process .gemini/skills/jape-review-process && 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 "jape-review-process" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-review-process into .gemini/skills/jape-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jape-review-process", 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 jape-review-processInstalls 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 jape-review-process -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-Applied-Econometrics-Skills/skills/jape-review-process .github/skills/jape-review-process && 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 "jape-review-process" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-review-process into .github/skills/jape-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jape-review-process", 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 jape-review-process -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 jape-review-process --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-Applied-Econometrics-Skills/skills/jape-review-process .opencode/skills/jape-review-process && 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 "jape-review-process" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-review-process into .opencode/skills/jape-review-process/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jape-review-process", 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
jape-review-process- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~621 tokens
- SKILL.md length
- 243 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when navigating the Journal of Applied Econometrics (JAE) editorial process — single-blind peer review by anonymous reviewers in addition to the Editor, with final…
- With final accept/reject authority vested in the Editor-in-Chief
- SKILL.md covers When to trigger, How JAE review works, What applied-econometrics… and Output format, plus 1 more section
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Plus the three-papers-under-review cap and the rule that rejected papers are not resubmittable unless invited
What it does
Jape Review Process is an agent skill from franklee16/academic-research-skills. Use when navigating the Journal of Applied Econometrics (JAE) editorial process — single-blind peer review by anonymous reviewers in addition to the Editor, with final accept/reject authority vested in the Editor-in-Chief, plus the three-papers-under-review cap and the rule that rejected papers are not resubmittable unless invited.
Its SKILL.md is about 620 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 Research & Science, covering Econometrics and empirical research and Peer 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
- With final accept/reject authority vested in the Editor-in-Chief
- Plus the three-papers-under-review cap and the rule that rejected papers are not resubmittable unless invited
Example prompts
- “/jape-review-process”
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
Jape Review Process loads about 621 tokens when it runs. Until then it costs about 88 tokens; SKILL.md has 243 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 243 words (~621 tokens).
“Because JAE is empirical and replicable, expect reviewers to probe whether the estimand is identified on your real data; whether the method is useful in that setting; whether inference is appropriate (HAC, clustered, weak-IV-robust); whether robustness is shown (in the…”
- name
- jape-review-process
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-review-process 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
Jape Review Process 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 |
|---|---|---|---|---|---|---|
| Jape Review Process this skillfranklee16/academic-research-skills | 223 | 1 repos | ~621 | Automated safety check: Pass | None | |
| Review Papermaxwell2732/paper-replicate-agent-demo | 137 | 2 repos | ~1.1k | Automated safety check: Pass | None | |
| Review Paperbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~1.6k | Automated safety check: Pass | Custom licence | |
| Aeja Rebuttalbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Aeja Referee Strategybrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Peer Reviewspacering-net/codeg | 3.9k | 17 repos | ~5.9k | Automated safety check: Notes | MIT |
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Review Paper
brycewang-stanford/Auto-Empirical-Research-Skills
Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections.
Aeja Rebuttal
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when an American Economic Journal: Applied Economics (AEJ: Applied) decision letter arrives (R&R or conditional accept) and a response-to-referees letter plus a revision plan…
Aeja Referee Strategy
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when anticipating the objections a sophisticated American Economic Journal: Applied Economics (AEJ: Applied) referee will raise, so a manuscript pre-empts them before…
Peer Review
spacering-net/codeg
Structured manuscript/grant review with checklist-based evaluation.
Scholar Evaluation
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Systematically evaluate scholarly work using the ScholarEval framework, providing structured assessment across research quality dimensions including problem formulation, methodology, analysis, and…
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Related
Categories
Questions about Jape Review Process
What does Jape Review Process do?
A skill your agent uses when navigating the Journal of Applied Econometrics (JAE) editorial process — single-blind peer review by anonymous reviewers in addition to the Editor, with final…. Jape Review Process is an agent skill from franklee16/academic-research-skills. Use when navigating the Journal of Applied Econometrics (JAE) editorial process — single-blind peer review by anonymous reviewers in addition to the Editor, with final accept/reject authority vested in the Editor-in-Chief, plus the three-papers-under-review cap and the rule that rejected papers are not resubmittable unless invited.
When should I use Jape Review Process?
Jape Review Process fits situations like: with final accept/reject authority vested in the Editor-in-Chief; plus the three-papers-under-review cap and the rule that rejected papers are not resubmittable unless invited.
How do I install Jape Review Process in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill jape-review-process -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-review-process in franklee16/academic-research-skills) into .claude/skills/jape-review-process in your project. Claude Code loads it when a task matches its description.
How do I install Jape Review Process in Codex?
Run `npx skills add franklee16/academic-research-skills --skill jape-review-process -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-review-process in franklee16/academic-research-skills) into .agents/skills/jape-review-process in your project. Codex loads it when a task matches its description.
Can I use Jape Review Process 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 jape-review-process -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jape-review-process, .gemini/skills/jape-review-process, .github/skills/jape-review-process and .opencode/skills/jape-review-process in your project.
What does Jape Review Process need to run?
SKILL.md names no scripts, command-line tools or credentials: Jape Review Process is instructions for the agent only.
Does Jape Review Process 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 Jape Review Process 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 Jape Review Process use?
No licence was found for Jape Review Process or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jape Review Process use?
About 621 tokens (SKILL.md is roughly 2.5k 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 Jape Review Process?
Skills that share tags, products or a category with Jape Review Process: Review Paper (maxwell2732/paper-replicate-agent-demo, 137 stars), Review Paper (brycewang-stanford/Auto-Empirical-Research-Skills, 4.6k stars), Aeja Rebuttal (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars) and Aeja Referee Strategy (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 Jape Review Process?
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.