Stata
dylantmoore/stata-skill
Comprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 20 community packages (reghdfe, estout, did, rdrobust…
A skill your agent uses when planning the full Journal of Applied Econometrics (JAE) manuscript lifecycle end to end — confirming an applied (not pure-theory) fit, running reproducible analysis…
Install Jape Workflow
$ npx skills add franklee16/academic-research-skills --skill jape-workflow -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills jape-workflow --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-workflow .claude/skills/jape-workflow && 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-workflow" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-workflow into .claude/skills/jape-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jape-workflow", 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-workflowType 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-workflow -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills jape-workflow --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-workflow .agents/skills/jape-workflow && 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-workflow" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-workflow into .agents/skills/jape-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jape-workflow", 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-workflow -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills jape-workflow --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-workflow .cursor/skills/jape-workflow && 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-workflow" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-workflow into .cursor/skills/jape-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jape-workflow", 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-workflow--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-workflow -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills jape-workflow --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-workflow .gemini/skills/jape-workflow && 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-workflow" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-workflow into .gemini/skills/jape-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jape-workflow", 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-workflowInstalls 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-workflow -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-workflow .github/skills/jape-workflow && 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-workflow" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-workflow into .github/skills/jape-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jape-workflow", 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-workflow -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-workflow --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-workflow .opencode/skills/jape-workflow && 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-workflow" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-workflow into .opencode/skills/jape-workflow/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "jape-workflow", 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-workflow- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~667 tokens
- SKILL.md length
- 235 words
- Files
- 1
- Skills in repo
- 1,616
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when planning the full Journal of Applied Econometrics (JAE) manuscript lifecycle end to end — confirming an applied (not pure-theory) fit, running reproducible analysis…
- Works in 10 steps: Fit & framing — application on real… → Positioning — applied-econometrics… → Design — credible identification… → …
- Planning the full Journal of Applied Econometrics (JAE) manuscript lifecycle end to end — confirming an applied (not pure-theory) fit
- SKILL.md covers When to trigger, Orient first, Lifecycle → owning skill and Anti-patterns, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Jape Workflow is an agent skill from franklee16/academic-research-skills. Use when planning the full Journal of Applied Econometrics (JAE) manuscript lifecycle end to end — confirming an applied (not pure-theory) fit, running reproducible analysis under the 35-page limit, and staging the mandatory JAE Data Archive deposit. Orchestrator skill; routes to the other eleven.
Its SKILL.md is about 670 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. 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
- Planning the full Journal of Applied Econometrics (JAE) manuscript lifecycle end to end — confirming an applied (not pure-theory) fit
- Running reproducible analysis under the 35-page limit
- Staging the mandatory JAE Data Archive deposit
Example prompts
- “/jape-workflow”
Workflow steps
10 steps, taken from the first numbered list in SKILL.md.
- Fit & framing — application on real data, not a theorem → jape-topic-selection, jape-contribution-framing
- Positioning — applied-econometrics precedent + JAE corpus → jape-literature-positioning
- Design — credible identification defended on real data → jape-identification-strategy
- Analysis — reproducible estimation, robust inference → jape-data-analysis
- Exhibits — within the 35-page limit; detail to the unlimited online appendix → jape-tables-figures
- Writing — 100-word citation-free summary, six keywords, COI statement → jape-writing-style
- Replication — plain ASCII/CSV + readme + programs → jape-replication-and-data-policy
- Submit — Free Format via Editorial Express; ≤ 3 papers per author under review → jape-submission
- Review — single-blind; Editor-in-Chief decides → jape-review-process
- Revise — rebuttal to single-blind referees → jape-rebuttal
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 Workflow loads about 667 tokens when it runs. Until then it costs about 78 tokens; SKILL.md has 235 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 235 words (~667 tokens).
“JAE (Wiley, since 1986, Editor-in-Chief Barbara Rossi, 7 issues/year) publishes applied econometrics — techniques applied to real data, not pure theory. Its signature is reproducibility: accepted papers must deposit a complete set of non-confidential data (and typically code) in the…”
- name
- jape-workflow
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-workflow 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 Workflow 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 Workflow this skillfranklee16/academic-research-skills | 223 | 1 repos | ~667 | Automated safety check: Pass | None | |
| Statadylantmoore/stata-skill | 291 | 1 repos | ~4.2k | Automated safety check: Pass | Custom licence | |
| Stata C Pluginsdylantmoore/stata-skill | 291 | 1 repos | ~5.8k | Automated safety check: Pass | Custom licence | |
| Example Datasetspymc-labs/CausalPy | 1.2k | — | ~587 | Automated safety check: Pass | Apache-2.0 | |
| Stata AuditSepineTam/mcp-for-stata | 264 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | |
| Stata Skill Contributordylantmoore/stata-skill | 291 | 1 repos | ~2.4k | Automated safety check: Pass | Custom licence |
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Guide for contributing to the stata-skill project. An agent skill from dylantmoore/stata-skill.
Review Paper
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Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections
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Categories
Questions about Jape Workflow
What does Jape Workflow do?
A skill your agent uses when planning the full Journal of Applied Econometrics (JAE) manuscript lifecycle end to end — confirming an applied (not pure-theory) fit, running reproducible analysis…. Jape Workflow is an agent skill from franklee16/academic-research-skills. Use when planning the full Journal of Applied Econometrics (JAE) manuscript lifecycle end to end — confirming an applied (not pure-theory) fit, running reproducible analysis under the 35-page limit, and staging the mandatory JAE Data Archive deposit.
When should I use Jape Workflow?
Jape Workflow fits situations like: planning the full Journal of Applied Econometrics (JAE) manuscript lifecycle end to end — confirming an applied (not pure-theory) fit; running reproducible analysis under the 35-page limit; staging the mandatory JAE Data Archive deposit.
How do I install Jape Workflow in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill jape-workflow -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-workflow in franklee16/academic-research-skills) into .claude/skills/jape-workflow in your project. Claude Code loads it when a task matches its description.
How do I install Jape Workflow in Codex?
Run `npx skills add franklee16/academic-research-skills --skill jape-workflow -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Applied-Econometrics-Skills/skills/jape-workflow in franklee16/academic-research-skills) into .agents/skills/jape-workflow in your project. Codex loads it when a task matches its description.
Can I use Jape Workflow 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-workflow -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-workflow, .gemini/skills/jape-workflow, .github/skills/jape-workflow and .opencode/skills/jape-workflow in your project.
What does Jape Workflow need to run?
SKILL.md names no scripts, command-line tools or credentials: Jape Workflow is instructions for the agent only.
Does Jape Workflow 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 Workflow 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 Workflow use?
No licence was found for Jape Workflow or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Jape Workflow use?
About 667 tokens (SKILL.md is roughly 2.7k 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 Jape Workflow?
Skills that share tags, products or a category with Jape Workflow: Stata (dylantmoore/stata-skill, 291 stars), Stata C Plugins (dylantmoore/stata-skill, 291 stars), Example Datasets (pymc-labs/CausalPy, 1.2k stars) and Stata Audit (SepineTam/mcp-for-stata, 264 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Jape Workflow?
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.