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Submission pipeline — journal targeting, replication package, audit, and final gate. Replaces /submit, /target-journal, /audit-replication, /data-deposit.
デフォルトでは、最初にソースを確認する Prompt が選択されています。直接コマンドに切り替えるか、ローカルコピーをダウンロードすることもできます。
インストールを決める前に、SKILL.md と SkillsMP に表示されている付属ファイルをお読みください。
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
直接コマンドでは確認用 Prompt が省略されます。実行前にソースを確認してください。
npx skills add https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills --skill submitコマンドは1行のまま表示されます。コピー前に横へスクロールして全体を確認してください。
ローカルで確認しますか？SkillsMP が現在取得できるファイルをダウンロードできます。
SKILL.md を表示中
Route empirical-research requests through the Auto-Empirical Research Skills catalog when this whole repository is installed as one skill in Codex, CodeBuddy, Claude Code, or another IDE. Use to choose and load the right vendored AERS skill for causal inference, econometrics, replication, data acquisition, manuscript writing, peer review and referee responses, citation checking, de-AIGC editing, or full empirical-paper workflows without reading the entire repository at once.
中英双语学术降 AIGC / bilingual academic de-AIGC skill. Removes AI-generated writing signatures from empirical papers in economics, management, and the social sciences — in both English and Chinese. Covers Turnitin AI, GPTZero, Originality.ai on the English side and 知网 AMLC, 万方, 维普 on the Chinese side. Uses a six-step loop (intake → audit → claim-evidence check → differentiated rewrite → five-dimension self-score → cold-reader recheck) with two pattern libraries (22 English + 17 Chinese patterns), section-by-section strategies for empirical papers, and hard protections that keep every number, coefficient, and citation intact.
Use when a research task needs reproducible Kaggle discovery, metadata inspection, bounded public-data downloads, competition or kernel discovery, model discovery, or an explicitly approved Kaggle write/delete operation through the official CLI.
SOC 職業分類に基づく
| 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 |
Submission pipeline with four modes covering journal selection through final verification.
Input: $ARGUMENTS — mode keyword, optionally followed by journal name.
/submit target — Journal TargetingGet 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 PackageAssemble AEA-compliant replication package.
Agents: Coder + Verifier
Produces:
paper/replication//submit audit — Audit Replication PackageVerify replication package completeness.
Agent: Verifier (submission mode — 10 checks)
Checks:
/submit final [journal] — Final Submission GateFull verification + score enforcement + submission checklist.
Workflow: