Stata C Plugins
dylantmoore/stata-skill
Develop high-performance C/C++ plugins for Stata using the stplugin.h SDK.
Agent skill
Project Structure
by brycewang-stanford in brycewang-stanford/Auto-Empirical-Research-Skills
Project directory organization and script naming conventions for research
Install Project Structure
$ npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill project-structure -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills project-structure --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/30-zirui-song-claude-skills/project-structure .claude/skills/project-structure && 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 "project-structure" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/30-zirui-song-claude-skills/project-structure into .claude/skills/project-structure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-structure", 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/30-zirui-song-claude-skills/project-structureType 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 project-structure -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills project-structure --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/30-zirui-song-claude-skills/project-structure .agents/skills/project-structure && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "project-structure" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/30-zirui-song-claude-skills/project-structure into .agents/skills/project-structure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-structure", 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 project-structure -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills project-structure --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/30-zirui-song-claude-skills/project-structure .cursor/skills/project-structure && 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 "project-structure" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/30-zirui-song-claude-skills/project-structure into .cursor/skills/project-structure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-structure", 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/30-zirui-song-claude-skills/project-structure--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 project-structure -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Auto-Empirical-Research-Skills project-structure --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/30-zirui-song-claude-skills/project-structure .gemini/skills/project-structure && 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 "project-structure" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/30-zirui-song-claude-skills/project-structure into .gemini/skills/project-structure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-structure", 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 project-structureInstalls 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 project-structure -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/30-zirui-song-claude-skills/project-structure .github/skills/project-structure && 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 "project-structure" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/30-zirui-song-claude-skills/project-structure into .github/skills/project-structure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-structure", 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 project-structure -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 project-structure --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/30-zirui-song-claude-skills/project-structure .opencode/skills/project-structure && 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 "project-structure" agent skill from https://github.com/brycewang-stanford/Auto-Empirical-Research-Skills/tree/main/skills/30-zirui-song-claude-skills/project-structure into .opencode/skills/project-structure/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "project-structure", 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
project-structure- GitHub stars
- 4.5k
- Token cost
- ~2.1k tokens
- SKILL.md length
- 535 words
- Files
- 1
- Skills in repo
- 364
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Project directory organization and script naming conventions for research
- Works in 12 steps: Data Processing Scripts (Python) → Analysis Scripts → Python Data Processing Scripts → …
- Tasks that involve Econometrics and empirical research
- SKILL.md covers Overall Project Structure, Script Naming Conventions, Script Structure Patterns and Data Organization Principles, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Project Structure is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills. Project directory organization and script naming conventions for research
Its SKILL.md is about 2.1k 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. It works with Python. 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
Example prompts
- “/project-structure”
Requirements
- Python 3
Workflow steps
12 steps, taken from the step headings in SKILL.md.
- Data Processing Scripts (Python)
- Analysis Scripts
- Python Data Processing Scripts
- Stata Analysis Scripts
- Python Analysis Scripts
- Data Folder Structure
- File Naming Conventions
- Data Flow
- Stata Logging
- Python Output
- Error Handling
- Script Versioning
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 python and 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
Project Structure loads about 2.1k tokens when it runs. Until then it costs about 23 tokens; SKILL.md has 535 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 535 words (~2,106 tokens).
“This document outlines the standardized structure for research project code organization. Use this as a template for organizing future research projects.”
- name
- project-structure
Files
Just SKILL.md in skills/30-zirui-song-claude-skills/project-structure of brycewang-stanford/Auto-Empirical-Research-Skills.
Open the folder on GitHubat commit 9fa87d8
Compare with similar skills
Project Structure 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 |
|---|---|---|---|---|---|---|
| Project Structure this skillbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~2.1k | Automated safety check: Pass | Custom licence | |
| Stata C Pluginsdylantmoore/stata-skill | 291 | 1 repos | ~5.8k | Automated safety check: Pass | Custom licence | |
| Capture Environmentpedrohcgs/claude-code-my-workflow | 1.6k | — | ~2.8k | Automated safety check: Notes | MIT | |
| Fin Data Acquisitioncsmar432/finai-research | 109 | — | ~2k | Automated safety check: Pass | MIT | |
| Empirical Research MethodsCitrus-bit/Anaxa | 120 | — | ~1.9k | Automated safety check: Pass | CC-BY-SA-4.0 | |
| Diagnosepedrohcgs/claude-code-my-workflow | 1.6k | — | ~4.2k | Automated safety check: Pass | MIT |
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Related
Works with
Categories
Questions about Project Structure
What does Project Structure do?
Project directory organization and script naming conventions for research. Project Structure is an agent skill from brycewang-stanford/Auto-Empirical-Research-Skills.
When should I use Project Structure?
Project Structure fits situations like: tasks that involve Econometrics and empirical research.
How do I install Project Structure in Claude Code?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill project-structure -a claude-code`. Or copy the skill folder (skills/30-zirui-song-claude-skills/project-structure in brycewang-stanford/Auto-Empirical-Research-Skills) into .claude/skills/project-structure in your project. Claude Code loads it when a task matches its description.
How do I install Project Structure in Codex?
Run `npx skills add brycewang-stanford/Auto-Empirical-Research-Skills --skill project-structure -a codex`. Or copy the skill folder (skills/30-zirui-song-claude-skills/project-structure in brycewang-stanford/Auto-Empirical-Research-Skills) into .agents/skills/project-structure in your project. Codex loads it when a task matches its description.
Can I use Project Structure 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 project-structure -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/project-structure, .gemini/skills/project-structure, .github/skills/project-structure and .opencode/skills/project-structure in your project.
What does Project Structure need to run?
SKILL.md names no scripts, command-line tools or credentials: Project Structure is instructions for the agent only. Our summary lists: Python 3.
Does Project Structure 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 Project Structure 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 Project Structure use?
Project Structure 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 Project Structure use?
About 2.1k tokens (SKILL.md is roughly 8.4k 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 Project Structure?
Skills that share tags, products or a category with Project Structure: Stata C Plugins (dylantmoore/stata-skill, 291 stars), Capture Environment (pedrohcgs/claude-code-my-workflow, 1.6k stars), Fin Data Acquisition (csmar432/finai-research, 109 stars) and Empirical Research Methods (Citrus-bit/Anaxa, 120 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Project Structure?
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.