Stata Analyst
majiayu000/claude-skill-registry
Stata statistical analysis for publication-ready sociology research.
Agent skill
Panel Data Analyst
by brycewang-stanford in brycewang-stanford/Auto-Empirical-Research-Skills
Expert panel data regression analysis with fixed effects and GMM
Install Panel Data Analyst
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill panel-data-analyst -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills panel-data-analyst --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst .claude/skills/panel-data-analyst && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "panel-data-analyst" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst into .claude/skills/panel-data-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "panel-data-analyst", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analystType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill panel-data-analyst -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills panel-data-analyst --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst .agents/skills/panel-data-analyst && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "panel-data-analyst" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst into .agents/skills/panel-data-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "panel-data-analyst", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill panel-data-analyst -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills panel-data-analyst --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst .cursor/skills/panel-data-analyst && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "panel-data-analyst" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst into .cursor/skills/panel-data-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "panel-data-analyst", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git --path skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill panel-data-analyst -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills panel-data-analyst --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst .gemini/skills/panel-data-analyst && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "panel-data-analyst" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst into .gemini/skills/panel-data-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "panel-data-analyst", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills panel-data-analystInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill panel-data-analyst -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst .github/skills/panel-data-analyst && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "panel-data-analyst" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst into .github/skills/panel-data-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "panel-data-analyst", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill panel-data-analyst -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills panel-data-analyst --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst .opencode/skills/panel-data-analyst && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "panel-data-analyst" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst into .opencode/skills/panel-data-analyst/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "panel-data-analyst", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
panel-data-analyst- GitHub stars
- 4.5k
- Token cost
- ~2.3k tokens
- SKILL.md length
- 374 words
- Files
- 1
- Skills in repo
- 364
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Expert panel data regression analysis with fixed effects and GMM
- Tasks that involve Econometrics and empirical research
- SKILL.md covers Overview, Panel Data Setup, Fixed Effects vs. Random Effects and Dynamic Panel Models, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Tasks that involve Statistics
What it does
Panel Data Analyst is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Expert panel data regression analysis with fixed effects and GMM
Its SKILL.md is about 2.3k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Research & Science, covering Econometrics and empirical research and Statistics. The repository describes itself as: 🔬 A curated collection of 23,000+ agent skills for empirical research across 8 social science disciplines. | 精选 23,000+ AI Agent 技能库，覆盖8大社会科学学科的实证研究。CoPaper.AI…
When your agent uses it
- Tasks that involve Econometrics and empirical research
- Tasks that involve Statistics
Example prompts
- “/panel-data-analyst”
What it can do on your machine
Read from SKILL.md and the folder at commit 9fa87d8. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md (its code samples are stata).
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Panel Data Analyst loads about 2.3k tokens when it runs. Until then it costs about 21 tokens; SKILL.md has 374 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Its licence (Custom licence) doesn't allow us to republish the file, so here is its outline and opening line. It has 374 words (~2,256 tokens).
“Perform expert-level panel data regression analysis including fixed effects, random effects, dynamic panel models (Arellano-Bond/Blundell-Bond GMM), and advanced diagnostic tests. This skill covers the full workflow from panel setup through model selection, estimation, and publication-ready reporting.”
- name
- panel-data-analyst
Files
Just SKILL.md in skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst of brycewang-stanford/Auto-Empirical-Research-Skills.
Open the folder on GitHubat commit 9fa87d8
Compare with similar skills
Panel Data Analyst next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Panel Data Analyst this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~2.3k | Automated safety check: Pass | Custom licence | |
| Stata Analystmajiayu000/claude-skill-registry | 666 | 1 repos | ~2k | Automated safety check: Pass | MIT | |
| Jbes Literature Positioningfranklee16/academic-research-skills | 223 | 1 repos | ~924 | Automated safety check: Pass | None | |
| Ectj Topic Selectionfranklee16/academic-research-skills | 223 | 1 repos | ~386 | Automated safety check: Pass | None | |
| Ectj Literature Positioningbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.2k | Automated safety check: Pass | MIT | |
| Restat Identificationbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.6k | Automated safety check: Pass | MIT |
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Related
Categories
Questions about Panel Data Analyst
What does Panel Data Analyst do?
Expert panel data regression analysis with fixed effects and GMM. Panel Data Analyst is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.
When should I use Panel Data Analyst?
Panel Data Analyst fits situations like: tasks that involve Econometrics and empirical research; tasks that involve Statistics.
How do I install Panel Data Analyst in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill panel-data-analyst -a claude-code`. Or copy the skill folder (skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/panel-data-analyst in your project. Claude Code loads it when a task matches its description.
How do I install Panel Data Analyst in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill panel-data-analyst -a codex`. Or copy the skill folder (skills/43-wentorai-research-plugins/skills/analysis/econometrics/panel-data-analyst in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/panel-data-analyst in your project. Codex loads it when a task matches its description.
Can I use Panel Data Analyst in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill panel-data-analyst -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/panel-data-analyst, .gemini/skills/panel-data-analyst, .github/skills/panel-data-analyst and .opencode/skills/panel-data-analyst in your project.
What does Panel Data Analyst need to run?
SKILL.md names no scripts, command-line tools or credentials: Panel Data Analyst is instructions for the agent only.
Does Panel Data Analyst access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Panel Data Analyst safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Panel Data Analyst use?
Panel Data Analyst has a licence file (the repository's licence) that doesn't match a standard licence. Read it on GitHub before reusing the skill.
How many tokens does Panel Data Analyst use?
About 2.3k tokens (SKILL.md is roughly 9k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Panel Data Analyst?
Skills that share tags, products or a category with Panel Data Analyst: Stata Analyst (majiayu000/claude-skill-registry, 666 stars), Jbes Literature Positioning (franklee16/academic-research-skills, 223 stars), Ectj Topic Selection (franklee16/academic-research-skills, 223 stars) and Ectj Literature Positioning (brycewang-stanford/Awesome-Journal-Skills, 1.2k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Panel Data Analyst?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,529 GitHub stars. The repository holds 364 skills in this directory. The repository was last updated on October 5, 2026.
Source: brycewang-stanford/Auto-Empirical-Research-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.