Generate Codebook
Aperivue/medsci-skills
A skill your agent uses when a tabular dataset (CSV, Excel, Parquet, Stata, SAS) needs a data dictionary.
Agent skill
Econometrics Julia
by brycewang-stanford in brycewang-stanford/Auto-Empirical-Research-Skills
Julia-based econometric and structural estimation for computationally intensive tasks.
Install Econometrics Julia
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill econometrics-julia -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills econometrics-julia --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/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia .claude/skills/econometrics-julia && 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 "econometrics-julia" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia into .claude/skills/econometrics-julia/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econometrics-julia", 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/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-juliaType 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 econometrics-julia -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills econometrics-julia --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/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia .agents/skills/econometrics-julia && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "econometrics-julia" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia into .agents/skills/econometrics-julia/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econometrics-julia", 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 econometrics-julia -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills econometrics-julia --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/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia .cursor/skills/econometrics-julia && 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 "econometrics-julia" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia into .cursor/skills/econometrics-julia/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econometrics-julia", 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/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia--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 econometrics-julia -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills econometrics-julia --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/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia .gemini/skills/econometrics-julia && 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 "econometrics-julia" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia into .gemini/skills/econometrics-julia/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econometrics-julia", 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 econometrics-juliaInstalls 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 econometrics-julia -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/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia .github/skills/econometrics-julia && 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 "econometrics-julia" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia into .github/skills/econometrics-julia/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econometrics-julia", 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 econometrics-julia -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 econometrics-julia --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/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia .opencode/skills/econometrics-julia && 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 "econometrics-julia" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia into .opencode/skills/econometrics-julia/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "econometrics-julia", 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
econometrics-julia- GitHub stars
- 4.6k
- Token cost
- ~1.4k tokens
- SKILL.md length
- 78 words
- Files
- 1
- Skills in repo
- 383
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Julia-based econometric and structural estimation for computationally intensive tasks.
- Structural models
- SKILL.md covers Core Packages, Data Handling (DataFrames.jl), Panel Regressions… and Performance Optimization, plus 5 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Maximum likelihood
What it does
Econometrics Julia is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Julia-based econometric and structural estimation for computationally intensive tasks. Use for structural models, maximum likelihood, GMM, numerical optimization, simulations, and high-performance computing. Covers DataFrames.jl, FixedEffectModels.jl, Optim.jl, and performance optimization.
Its SKILL.md is about 1.4k 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, DataFrames and Performance optimization. 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
- Structural models
- Maximum likelihood
- Numerical optimization
- High-performance computing
Example prompts
- “/econometrics-julia”
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 julia).
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
Econometrics Julia loads about 1.4k tokens when it runs. Until then it costs about 78 tokens; SKILL.md has 78 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 78 words (~1,419 tokens).
- name
- econometrics-julia
Files
Just SKILL.md in skills/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia of brycewang-stanford/Auto-Empirical-Research-Skills.
Open the folder on GitHubat commit 9fa87d8
Compare with similar skills
Econometrics Julia 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 |
|---|---|---|---|---|---|---|
| Econometrics Julia this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.6k | — | ~1.4k | Automated safety check: Pass | Custom licence | |
| Generate CodebookAperivue/medsci-skills | 333 | — | ~1.1k | Automated safety check: Pass | MIT | |
| Pandas ProJeffallan/claude-skills | 12k | 1 repos | ~1.5k | Automated safety check: Pass | MIT | |
| Apache Spark EngineerJeffallan/claude-skills | 12k | 1 repos | ~1.7k | Automated safety check: Pass | MIT | |
| JS Perf InvestigationSAP/project-foxhound | 180 | 2 repos | ~4.1k | Automated safety check: Pass | GPL-3.0 | |
| Example Datasetspymc-labs/CausalPy | 1.2k | — | ~587 | Automated safety check: Pass | Apache-2.0 |
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Example Datasets
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Load built-in CausalPy example datasets for demos, tutorials, tests, and quick causal-analysis prototypes.
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Related
Categories
Questions about Econometrics Julia
What does Econometrics Julia do?
Julia-based econometric and structural estimation for computationally intensive tasks. Econometrics Julia is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Julia-based econometric and structural estimation for computationally intensive tasks.
When should I use Econometrics Julia?
Econometrics Julia fits situations like: structural models; maximum likelihood; numerical optimization; high-performance computing.
How do I install Econometrics Julia in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill econometrics-julia -a claude-code`. Or copy the skill folder (skills/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/econometrics-julia in your project. Claude Code loads it when a task matches its description.
How do I install Econometrics Julia in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill econometrics-julia -a codex`. Or copy the skill folder (skills/14-luischanci-claude-code-research-starter/dot-claude/skills/econometrics-julia in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/econometrics-julia in your project. Codex loads it when a task matches its description.
Can I use Econometrics Julia 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 econometrics-julia -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/econometrics-julia, .gemini/skills/econometrics-julia, .github/skills/econometrics-julia and .opencode/skills/econometrics-julia in your project.
What does Econometrics Julia need to run?
SKILL.md names no scripts, command-line tools or credentials: Econometrics Julia is instructions for the agent only.
Does Econometrics Julia 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 Econometrics Julia 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 Econometrics Julia use?
Econometrics Julia 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 Econometrics Julia use?
About 1.4k tokens (SKILL.md is roughly 5.7k 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 Econometrics Julia?
Skills that share tags, products or a category with Econometrics Julia: Generate Codebook (Aperivue/medsci-skills, 333 stars), Pandas Pro (Jeffallan/claude-skills, 12k stars), Apache Spark Engineer (Jeffallan/claude-skills, 12k stars) and JS Perf Investigation (SAP/project-foxhound, 180 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Econometrics Julia?
brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Auto-Empirical-Research-Skills, which has 4,556 GitHub stars. The repository holds 383 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.