Agent skill

Jpe Workflow

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when deciding which jpe- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Political Economy (JPE) manuscript.

No licenceAuto-check passed

Install Jpe Workflow

skills CLI
$ npx skills add franklee16/academic-research-skills --skill jpe-workflow -a claude-code

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills jpe-workflow --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-Political-Economy-Skills/skills/jpe-workflow .claude/skills/jpe-workflow && 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
jpe-workflow
GitHub stars
223
Used in
1 other repo
Token cost
~1.7k tokens
SKILL.md length
836 words
Files
1
Skills in repo
1,617
Repo updated
First seen
Licence
None found

At a glance

A skill your agent uses when deciding which jpe- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Political Economy (JPE) manuscript.

  • Works in 11 steps: jpe-topic-selection — lock the economic… → jpe-literature-positioning — situate the… → jpe-identification — make the… → …
  • Deciding which jpe- sub-skill to invoke next
  • SKILL.md covers Overview, When to trigger, Routing table and Default order, plus 3 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jpe Workflow is an agent skill from franklee16/academic-research-skills. Use when deciding which jpe- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Political Economy (JPE) manuscript. Routes — it does not replace — the specialized skills.

Its SKILL.md is about 1.7k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

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

  • Deciding which jpe- sub-skill to invoke next
  • Sequencing manuscript work from topic selection through rebuttal for a Journal of Political Economy (JPE) manuscript

Example prompts

  • “/jpe-workflow”

Workflow steps

11 steps, taken from the first numbered list in SKILL.md.

  1. jpe-topic-selection — lock the economic question and the mechanism it tests
  2. jpe-literature-positioning — situate the contribution in the economics literature (Chicago author-date)
  3. jpe-identification — make the causal/empirical claim credible
  4. jpe-theory-model — the model or mechanism that gives the result its economic meaning
  5. jpe-robustness — kill the alternative explanations a referee will float
  6. jpe-tables-figures — finalize main exhibits so each carries economic content
  7. jpe-writing-style — tighten prose into JPE's analytical register (polish)
  8. jpe-referee-strategy — pre-mortem the report you expect, patch holes
  9. jpe-replication-package — assemble data/code to DCAS standard for the JPE Data Editor / JPE Dataverse
  10. jpe-submission — Editorial Express preflight ($250/$125 fee, Chicago author-date format, single-blind)
  11. jpe-rebuttal — after the R&R lands

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

Jpe Workflow loads about 1.7k tokens when it runs. Until then it costs about 62 tokens; SKILL.md has 836 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~62
When it runs · the whole SKILL.md, loaded when a task matches
~1.7k

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 836 words (~1,730 tokens).

“This is the router. It does not replace any specialized skill. It tells you which jpe-* skill to use given where you are right now in a Journal of Political Economy (JPE) submission.”

— opening of SKILL.md by franklee16
name
jpe-workflow

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Political-Economy-Skills/skills/jpe-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

Jpe 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.

Jpe Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Jpe Workflow this skillfranklee16/academic-research-skills2231 repos~1.7kAutomated safety check: PassNone
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Sub Agentsparcadei/Continuous-Claude-v33.9k1 repos~929Automated safety check: NotesMIT
Offensive Lorawan Sub GhzSnailSploit/Claude-Red7.4k—~1.7kAutomated safety check: PassMIT
Create Invoke TaskDataDog/datadog-agent3.8k—~606Automated safety check: NotesApache-2.0
Sub-Agent DelegationTokenRhythm/opensquilla7.1k—~3kAutomated safety check: PassApache-2.0

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Questions about Jpe Workflow

What does Jpe Workflow do?

A skill your agent uses when deciding which jpe- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Political Economy (JPE) manuscript. Jpe Workflow is an agent skill from franklee16/academic-research-skills. Use when deciding which jpe- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Political Economy (JPE) manuscript.

When should I use Jpe Workflow?

Jpe Workflow fits situations like: deciding which jpe- sub-skill to invoke next; sequencing manuscript work from topic selection through rebuttal for a Journal of Political Economy (JPE) manuscript.

How do I install Jpe Workflow in Claude Code?

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

How do I install Jpe Workflow in Codex?

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

Can I use Jpe 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 jpe-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/jpe-workflow, .gemini/skills/jpe-workflow, .github/skills/jpe-workflow and .opencode/skills/jpe-workflow in your project.

What does Jpe Workflow need to run?

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

Does Jpe 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 Jpe 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 Jpe Workflow use?

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

How many tokens does Jpe Workflow use?

About 1.7k tokens (SKILL.md is roughly 6.9k 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 Jpe Workflow?

Skills that share tags, products or a category with Jpe Workflow: Sub Skill (MoonshotAI/kimi-code, 7.8k stars), Sub Agents (parcadei/Continuous-Claude-v3, 3.9k stars), Offensive Lorawan Sub Ghz (SnailSploit/Claude-Red, 7.4k stars) and Create Invoke Task (DataDog/datadog-agent, 3.8k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Jpe Workflow?

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.