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

Published by brycewang-stanford ↗brycewang-stanford/Auto-Empirical-Research-Skills

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submit

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Use submit to run the final submission gate for [paper]; perform the required recent review and replication audit, stop with blockers unless the aggregate score is at least 95 and every component is at least 80, then draft a cover letter and checklist for my review before sending.

Required inputs

  • [paper]

User-approved starter prompt based on a pinned source version; check current skill requirements before running. Task evidence ↗

SKILL.md

name: submitdescription: 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.