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Automation
Skill

/submit

Submission pipeline — journal targeting, replication package, audit, and final gate. Replaces /submit, /target-journal, /audit-replication, /data-deposit.

From plugin
auto-empirical-research-skills
3.3k200 skills146 agents
Install
$ npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill submit --agent claude-code

How it fires

How this skill gets triggered: by you, by Claude, or both.

  • Fires itselfAuto-invocation. Claude auto-loads it when your prompt matches the work.Auto-invocation is when the right skill fires by itself at the right moment, driven by a FLOW.md router and a hook, instead of you invoking it by name. It is the difference between a skill being installed and a skill actually getting used.Read the full definition →
  • You can call itInvoke it directly when you want it.
  • Slash command/submit

Context preview

The summary Claude sees to decide when to auto-load this skill.

Submission pipeline — journal targeting, replication package, audit, and final gate. Replaces /submit, /target-journal, /audit-replication, /data-deposit.

SKILL.md

submit.SKILL.md
name: submit
description: Submission pipeline — journal targeting, replication package, audit, and final gate. Replaces /submit, /target-journal, /audit-replication, /data-deposit.
argument-hint: "[mode: target | package | audit | final] [journal name (optional)]"
allowed-tools: Read,Grep,Glob,Write,Bash,Task

Submit

Submission pipeline with four modes covering journal selection through final verification.

**Input:** `$ARGUMENTS` — mode keyword, optionally followed by journal name.

---

Modes

`/submit target` — Journal Targeting

Get ranked journal recommendations.

**Agent:** Orchestrator (journal selection function)

Considers: contribution fit, methodology fit, audience fit, recent publications, desk rejection risk. Consults .claude/references/domain-profile.md for journal tiers.

Output: Ranked list of 3 target journals with rationale. Save to `quality_reports/journal_recommendations_[date].md`

`/submit package` — Build Replication Package

Assemble AEA-compliant replication package.

**Agents:** Coder + Verifier

Produces:

  • Master script that runs all analyses end-to-end
  • README with data sources, computational requirements, instructions
  • Data documentation and codebook
  • Organized file structure per AEA standards

Save to `paper/replication/`

`/submit audit` — Audit Replication Package

Verify replication package completeness.

**Agent:** Verifier (submission mode — 10 checks)

Checks: 1. Master script exists and runs 2. All tables reproduce 3. All figures reproduce 4. README complete 5. Data documentation present 6. Numbered script order 7. Dependencies listed 8. Runtime documented 9. Output paths match paper references 10. No hardcoded paths

`/submit final [journal]` — Final Submission Gate

Full verification + score enforcement + submission checklist.

Workflow: 1. Run comprehensive review if not done recently 2. Run replication audit 3. Check score gate: aggregate >= 95, all components >= 80 4. If PASS: generate cover letter draft + submission checklist 5. If FAIL: list blocking issues and stop

---

Principles

  • **Score >= 95 + all components >= 80. No exceptions.**
  • **Don't skip verification.** Even if reports exist, check they're recent.
  • **If it fails, stop.** Don't generate materials for a failing paper.
  • **Cover letter is a draft.** User must review before sending.
Read more
Ships withauto-empirical-research-skills

📌 文档结构(2026-07-22 起): 本文件是中文默认入口 —— banner + badges + 信任面 + 9 阶段流水线速览 + 76 行合集总表。 每个合集的完整描述、按用途分组、精确数字、验证方法在 docs/CONTENT_ZH.md(扩展正文,总表行内的 → 直接跳转到对应锚点)。 English version: README-en.md · 中文扩展正文:docs/CONTENT_ZH.md · README-zh-CN.md 已弃用(重定向占位) 🌐 语言: English |

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