/commit
Stage, commit, create PR, and merge to main. Use for the standard commit-PR-merge cycle.
$ npx -y skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill commit --agent claude-codeHow 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
/commit
Context preview
The summary Claude sees to decide when to auto-load this skill.
Stage, commit, create PR, and merge to main. Use for the standard commit-PR-merge cycle.
SKILL.md
commit.SKILL.mdname: commit
description: Stage, commit, create PR, and merge to main. Use for the standard commit-PR-merge cycle.
argument-hint: "[optional: commit message]"
allowed-tools: ["Bash", "Read", "Glob"]
Commit, PR, and Merge
Stage changes, commit with a descriptive message, create a PR, and merge to main.
Steps
1. **Check current state:**
git status
git diff --stat
git log --oneline -5
2. **Create a branch** from the current state:
git checkout -b <short-descriptive-branch-name>
3. **Stage files** — add specific files (never use `git add -A`):
git add <file1> <file2> ...
Do NOT stage `.claude/settings.local.json` or any files containing secrets.
4. **Commit** with a descriptive message:
If `$ARGUMENTS` is provided, use it as the commit message. Otherwise, analyze the staged changes and write a message that explains *why*, not just *what*.
git commit -m "$(cat <<'EOF'
<commit message here>
EOF
)"
5. **Push and create PR:**
git push -u origin <branch-name>
gh pr create --title "<short title>" --body "$(cat <<'EOF'
## Summary
<1-3 bullet points>
## Test plan
<checklist>
🤖 Generated with [Claude Code](https://claude.com/claude-code)
EOF
)"
6. **Merge and clean up:**
gh pr merge <pr-number> --merge --delete-branch
git checkout main
git pull
7. **Report** the PR URL and what was merged.
Important
- Always create a NEW branch — never commit directly to main
- Exclude `settings.local.json` and sensitive files from staging
- Use `--merge` (not `--squash` or `--rebase`) unless asked otherwise
- If the commit message from `$ARGUMENTS` is provided, use it exactly
Read more
name: commit description: Stage, commit, create PR, and merge to main. Use for the standard commit-PR-merge cycle. argument-hint: "[optional: commit message]" allowed-tools: ["Bash", "Read", "Glob"]
Commit, PR, and Merge
Stage changes, commit with a descriptive message, create a PR, and merge to main.
Steps
1. **Check current state:**
git status git diff --stat git log --oneline -5
2. **Create a branch** from the current state:
git checkout -b <short-descriptive-branch-name>
3. **Stage files** — add specific files (never use `git add -A`):
git add <file1> <file2> ...
Do NOT stage `.claude/settings.local.json` or any files containing secrets.
4. **Commit** with a descriptive message:
If `$ARGUMENTS` is provided, use it as the commit message. Otherwise, analyze the staged changes and write a message that explains *why*, not just *what*.
git commit -m "$(cat <<'EOF' <commit message here> EOF )"
5. **Push and create PR:**
git push -u origin <branch-name> gh pr create --title "<short title>" --body "$(cat <<'EOF' ## Summary <1-3 bullet points> ## Test plan <checklist> 🤖 Generated with [Claude Code](https://claude.com/claude-code) EOF )"
6. **Merge and clean up:**
gh pr merge <pr-number> --merge --delete-branch git checkout main git pull
7. **Report** the PR URL and what was merged.
Important
- Always create a NEW branch — never commit directly to main
- Exclude `settings.local.json` and sensitive files from staging
- Use `--merge` (not `--squash` or `--rebase`) unless asked otherwise
- If the commit message from `$ARGUMENTS` is provided, use it exactly
📌 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 |
Other skills on auto-empirical-research-skills.
- /pipeline
Classical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy + statsmodels + linearmodels + pyfixest + rdrobust + econml + causalml + matplotlib/seaborn. **Defaults to economics empirical-paper style** (AER / QJE / AEJ) —
Open skill - /pipeline
Classical end-to-end empirical analysis workflow in the modern tidyverse + econometrics R ecosystem — dplyr + tidyr + haven + fixest + sandwich + lmtest + clubSandwich + AER + ivreg + did + bacondecomp + HonestDiD + eventstudyr + rdrobust + rddensity + Synth + gsynth + synthdid
Open skill - /pipeline
Classical end-to-end empirical analysis workflow in the traditional Stata ecosystem — native Stata + reghdfe + ivreg2 + csdid + did_imputation + eventstudyinteract + sdid + rdrobust + rddensity + synth + synth_runner + psmatch2 + teffects + ebalance + coefplot + esttab + asdoc +
Open skill - /00-Full-empirical-analysis-skill_StatsPAI
Use when the user asks to run a full empirical / causal analysis in Python — by default in the style of an applied economics paper (AER / QJE / JPE / ReStud / AEJ) with DID / RD / IV / SCM / DML / matching, written-out estimating equation + identifying assumption, Table 1 /
Open skill - /00.1-Full-empirical-analysis-skill_Python
Classical end-to-end empirical analysis workflow in the traditional Python econometric stack — pandas + numpy + scipy + statsmodels + linearmodels + pyfixest + rdrobust + econml + causalml + matplotlib/seaborn. **Defaults to economics empirical-paper style** (AER / QJE / AEJ) —
Open skill - /00.2-Full-empirical-analysis-skill_Stata
Classical end-to-end empirical analysis workflow in the traditional Stata ecosystem — native Stata + reghdfe + ivreg2 + csdid + did_imputation + eventstudyinteract + sdid + rdrobust + rddensity + synth + synth_runner + psmatch2 + teffects + ebalance + coefplot + esttab + asdoc +
Open skill