القائمة
Stage, commit, create PR, and merge to main. Use for the standard commit-PR-merge cycle.
يُحدَّد Prompt الذي يراجع المصدر أولًا بشكل افتراضي. يمكنك التبديل إلى أمر مباشر أو تنزيل نسخة محلية.
اقرأ SKILL.md وأي ملفات مرافقة يعرضها SkillsMP قبل أن تقرر التثبيت.
التثبيت باستخدام Codex أو Claude انسخ هذا Prompt والصقه في Codex أو Claude أو مساعد آخر ليراجع صفحة Skill ويثبّتها لك.
يتجاوز الأمر المباشر Prompt المخصّص للمراجعة. افحص المصدر قبل تشغيله.
npx skills add https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills --skill commitيبقى الأمر في سطر واحد. مرّر أفقيًا لمراجعته كاملًا قبل النسخ.
تفضّل نسخة محلية؟ نزّل الملفات المتاحة حاليًا لدى SkillsMP.
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.
استنادا إلى تصنيف SOC المهني
عرض SKILL.md
| name | commit |
| description | Stage, commit, create PR, and merge to main. Use for the standard commit-PR-merge cycle. |
| disable-model-invocation | true |
| argument-hint | [optional: commit message] |
| allowed-tools | ["Bash","Read","Glob"] |
Perform the full commit-PR-merge cycle.
Check current state:
git status
git diff --stat
git log --oneline -5
Create branch: git checkout -b [descriptive-branch-name]
Stage files:
git add -A)settings.local.json, .env, credentials, large data filesCommit:
$ARGUMENTS as commit message if providedPush and create PR:
git push -u origin [branch-name]
gh pr create --title "[message]" --body "[summary of changes]"
Merge (with user approval):
gh pr merge --merge --delete-branch
git checkout main
git pull
git add -A or git add .