Agent skill

Qje Workflow

by franklee16 in franklee16/academic-research-skills

A skill your agent uses when deciding which qje- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Quarterly Journal of Economics (QJE)…

No licenceAuto-check passed

Install Qje Workflow

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

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

GitHub CLI
$ gh skill install franklee16/academic-research-skills qje-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/Quarterly-Journal-of-Economics-Skills/skills/qje-workflow .claude/skills/qje-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
qje-workflow
GitHub stars
223
Used in
1 other repo
Token cost
~1.5k tokens
SKILL.md length
672 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 qje- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Quarterly Journal of Economics (QJE)…

  • Works in 11 steps: qje-topic-selection — lock the big… → qje-literature-positioning — stake the… → qje-identification — make the causal… → …
  • Deciding which qje- 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

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

Its SKILL.md is about 1.5k 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 qje- sub-skill to invoke next
  • Sequencing manuscript work from topic selection through rebuttal for a Quarterly Journal of Economics (QJE) submission

Example prompts

  • “/qje-workflow”

Workflow steps

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

  1. qje-topic-selection — lock the big question + the conceptual takeaway
  2. qje-literature-positioning — stake the contribution against the frontier
  3. qje-identification — make the causal design bulletproof
  4. qje-theory-model — give the result a conceptual frame / model
  5. qje-robustness — build the extensive appendix QJE expects
  6. qje-tables-figures — finalize figure-forward main exhibits
  7. qje-writing-style — make the prose land the idea (abstract + intro last)
  8. qje-replication-package — assemble the deposit (also revisit at acceptance)
  9. qje-referee-strategy — war-game referee objections pre-submission
  10. qje-submission — Editorial Express preflight
  11. qje-rebuttal — after the R&R

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

Qje Workflow loads about 1.5k tokens when it runs. Until then it costs about 63 tokens; SKILL.md has 672 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~63
When it runs · the whole SKILL.md, loaded when a task matches
~1.5k

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 672 words (~1,461 tokens).

“This is the router. It does not replace any specialized skill. It tells you which qje-* skill to use at the current stage of a manuscript aimed at the Quarterly Journal of Economics.”

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

Read the full SKILL.md on GitHub

Files

Just SKILL.md in Awesome-Journal-Skills-main/Quarterly-Journal-of-Economics-Skills/skills/qje-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

Qje 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.

Qje Workflow compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Qje Workflow this skillfranklee16/academic-research-skills2231 repos~1.5kAutomated safety check: PassNone
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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 Qje Workflow

What does Qje Workflow do?

A skill your agent uses when deciding which qje- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Quarterly Journal of Economics (QJE)…. Qje Workflow is an agent skill from franklee16/academic-research-skills. Use when deciding which qje- sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Quarterly Journal of Economics (QJE) submission.

When should I use Qje Workflow?

Qje Workflow fits situations like: deciding which qje- sub-skill to invoke next; sequencing manuscript work from topic selection through rebuttal for a Quarterly Journal of Economics (QJE) submission.

How do I install Qje Workflow in Claude Code?

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

How do I install Qje Workflow in Codex?

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

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

What does Qje Workflow need to run?

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

Does Qje 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 Qje 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 Qje Workflow use?

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

How many tokens does Qje Workflow use?

About 1.5k tokens (SKILL.md is roughly 5.8k 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 Qje Workflow?

Skills that share tags, products or a category with Qje 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 Qje 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.