Example Datasets
pymc-labs/CausalPy
Load built-in CausalPy example datasets for demos, tutorials, tests, and quick causal-analysis prototypes.
Guide for contributing to the stata-skill project. An agent skill from dylantmoore/stata-skill.
Install Stata Skill Contributor
$ npx skills add dylantmoore/stata-skill --skill stata-skill-contributor -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install dylantmoore/stata-skill stata-skill-contributor --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/dylantmoore/stata-skill.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/stata-skill-contributor/skills/stata-skill-contributor .claude/skills/stata-skill-contributor && 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 "stata-skill-contributor" agent skill from https://github.com/dylantmoore/stata-skill/tree/main/plugins/stata-skill-contributor/skills/stata-skill-contributor into .claude/skills/stata-skill-contributor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stata-skill-contributor", 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/dylantmoore/stata-skill/tree/main/plugins/stata-skill-contributor/skills/stata-skill-contributorType 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 dylantmoore/stata-skill --skill stata-skill-contributor -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install dylantmoore/stata-skill stata-skill-contributor --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dylantmoore/stata-skill.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/stata-skill-contributor/skills/stata-skill-contributor .agents/skills/stata-skill-contributor && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "stata-skill-contributor" agent skill from https://github.com/dylantmoore/stata-skill/tree/main/plugins/stata-skill-contributor/skills/stata-skill-contributor into .agents/skills/stata-skill-contributor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stata-skill-contributor", 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 dylantmoore/stata-skill --skill stata-skill-contributor -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install dylantmoore/stata-skill stata-skill-contributor --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dylantmoore/stata-skill.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/stata-skill-contributor/skills/stata-skill-contributor .cursor/skills/stata-skill-contributor && 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 "stata-skill-contributor" agent skill from https://github.com/dylantmoore/stata-skill/tree/main/plugins/stata-skill-contributor/skills/stata-skill-contributor into .cursor/skills/stata-skill-contributor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stata-skill-contributor", 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/dylantmoore/stata-skill.git --path plugins/stata-skill-contributor/skills/stata-skill-contributor--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 dylantmoore/stata-skill --skill stata-skill-contributor -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install dylantmoore/stata-skill stata-skill-contributor --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dylantmoore/stata-skill.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/stata-skill-contributor/skills/stata-skill-contributor .gemini/skills/stata-skill-contributor && 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 "stata-skill-contributor" agent skill from https://github.com/dylantmoore/stata-skill/tree/main/plugins/stata-skill-contributor/skills/stata-skill-contributor into .gemini/skills/stata-skill-contributor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stata-skill-contributor", 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 dylantmoore/stata-skill stata-skill-contributorInstalls 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 dylantmoore/stata-skill --skill stata-skill-contributor -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/dylantmoore/stata-skill.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/stata-skill-contributor/skills/stata-skill-contributor .github/skills/stata-skill-contributor && 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 "stata-skill-contributor" agent skill from https://github.com/dylantmoore/stata-skill/tree/main/plugins/stata-skill-contributor/skills/stata-skill-contributor into .github/skills/stata-skill-contributor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stata-skill-contributor", 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 dylantmoore/stata-skill --skill stata-skill-contributor -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install dylantmoore/stata-skill stata-skill-contributor --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dylantmoore/stata-skill.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/stata-skill-contributor/skills/stata-skill-contributor .opencode/skills/stata-skill-contributor && 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 "stata-skill-contributor" agent skill from https://github.com/dylantmoore/stata-skill/tree/main/plugins/stata-skill-contributor/skills/stata-skill-contributor into .opencode/skills/stata-skill-contributor/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "stata-skill-contributor", 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
stata-skill-contributor- GitHub stars
- 291
- Used in
- 1 other repo
- Token cost
- ~2.4k tokens
- SKILL.md length
- 949 words
- Files
- 1
- Skills in repo
- 3
- Repo updated
- First seen
- Licence
- Custom licence
At a glance
Guide for contributing to the stata-skill project. An agent skill from dylantmoore/stata-skill.
- Works in 3 steps: Generate the comparison table → Dispatch analysis subagents → Compile findings and make changes
- The user wants to run the eval pipeline
- SKILL.md covers Cost Warning, Quick Reference, Running the Eval Pipeline and Multi-Agent Post-Test Analysis, plus 2 more sections
- Calls python
What it does
Stata Skill Contributor is an agent skill from dylantmoore/stata-skill. Guide for contributing to the stata-skill project. Use when the user wants to run the eval pipeline, analyze test results, improve reference docs, add new package documentation, or work on roadmap items. Covers the testing infrastructure, multi-agent analysis workflow, cost estimates, and links to prior eval results and improvement history.
Its SKILL.md is about 2.4k 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. The repository describes itself as: Claude Code skill for writing correct, idiomatic Stata code — covers syntax, data management, econometrics, causal inference, graphics, Mata, and 20 community packages.
When your agent uses it
- The user wants to run the eval pipeline
- Analyze test results
- Improve reference docs
- Add new package documentation
Example prompts
- “/stata-skill-contributor”
Requirements
- Python 3
Workflow steps
3 steps, taken from the step headings in SKILL.md.
- Generate the comparison table
- Dispatch analysis subagents
- Compile findings and make changes
What it can do on your machine
Read from SKILL.md and the folder at commit 33a7efc. 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
Shell commands in SKILL.md call:
python
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
Stata Skill Contributor loads about 2.4k tokens when it runs. Until then it costs about 92 tokens; SKILL.md has 949 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 949 words (~2,426 tokens).
“This skill helps you contribute to the stata-skill project — the Stata reference skill for Claude Code. It covers how to run the evaluation pipeline, analyze results, and make data-driven improvements to the skill documentation.”
- name
- stata-skill-contributor
Files
Just SKILL.md in plugins/stata-skill-contributor/skills/stata-skill-contributor of dylantmoore/stata-skill.
Open the folder on GitHubat commit 33a7efc
Used in 1 other repository
We found 1 copy of this SKILL.md (exact, near-identical or edited) in other folders, from 1 other GitHub owner. This page covers the copy in dylantmoore/stata-skill, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Stata Skill Contributor 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 |
|---|---|---|---|---|---|---|
| Stata Skill Contributor this skilldylantmoore/stata-skill | 291 | 1 repos | ~2.4k | Automated safety check: Pass | Custom licence | |
| Example Datasetspymc-labs/CausalPy | 1.2k | — | ~587 | Automated safety check: Pass | Apache-2.0 | |
| Stata AuditSepineTam/mcp-for-stata | 264 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | |
| Diagnostic DofileSepineTam/mcp-for-stata | 264 | — | ~1.2k | Automated safety check: Pass | AGPL-3.0 | |
| Referee2scunning1975/MixtapeTools | 474 | 2 repos | ~2.4k | Automated safety check: Pass | None | |
| Review Papermaxwell2732/paper-replicate-agent-demo | 137 | 2 repos | ~1.1k | Automated safety check: Pass | None |
Similar skills
Stata Audit
SepineTam/mcp-for-stata
Inspect, validate, summarize, and render local Stata-MCP audit evidence under .statamcp.
Diagnostic Dofile
SepineTam/mcp-for-stata
A skill your agent uses when the user needs to inspect, audit, or diagnose the safety of a Stata do-file.
Referee2
scunning1975/MixtapeTools
Systematic audit and review by Referee 2. An agent skill from scunning1975/MixtapeTools.
Review Paper
maxwell2732/paper-replicate-agent-demo
Comprehensive manuscript review covering argument structure, econometric specification, citation completeness, and potential referee objections
Legal Abductive Reasoning
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Legal abductive reasoning skill for generating and evaluating the most reasonable explanatory hypotheses when evidence is incomplete or facts are ambiguous.
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Categories
Questions about Stata Skill Contributor
What does Stata Skill Contributor do?
Guide for contributing to the stata-skill project. An agent skill from dylantmoore/stata-skill. Stata Skill Contributor is an agent skill from dylantmoore/stata-skill. Guide for contributing to the stata-skill project.
When should I use Stata Skill Contributor?
Stata Skill Contributor fits situations like: the user wants to run the eval pipeline; analyze test results; improve reference docs; add new package documentation.
How do I install Stata Skill Contributor in Claude Code?
Run `npx skills add dylantmoore/stata-skill --skill stata-skill-contributor -a claude-code`. Or copy the skill folder (plugins/stata-skill-contributor/skills/stata-skill-contributor in dylantmoore/stata-skill) into .claude/skills/stata-skill-contributor in your project. Claude Code loads it when a task matches its description.
How do I install Stata Skill Contributor in Codex?
Run `npx skills add dylantmoore/stata-skill --skill stata-skill-contributor -a codex`. Or copy the skill folder (plugins/stata-skill-contributor/skills/stata-skill-contributor in dylantmoore/stata-skill) into .agents/skills/stata-skill-contributor in your project. Codex loads it when a task matches its description.
Can I use Stata Skill Contributor 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 dylantmoore/stata-skill --skill stata-skill-contributor -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/stata-skill-contributor, .gemini/skills/stata-skill-contributor, .github/skills/stata-skill-contributor and .opencode/skills/stata-skill-contributor in your project.
What does Stata Skill Contributor need to run?
Going by SKILL.md and its folder, Stata Skill Contributor needs the command-line tools its instructions call (python). Our summary lists: Python 3.
Does Stata Skill Contributor 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 Stata Skill Contributor 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 Stata Skill Contributor use?
Stata Skill Contributor 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 Stata Skill Contributor use?
About 2.4k tokens (SKILL.md is roughly 9.7k 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 Stata Skill Contributor?
Skills that share tags, products or a category with Stata Skill Contributor: Example Datasets (pymc-labs/CausalPy, 1.2k stars), Stata Audit (SepineTam/mcp-for-stata, 264 stars), Diagnostic Dofile (SepineTam/mcp-for-stata, 264 stars) and Referee2 (scunning1975/MixtapeTools, 474 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Stata Skill Contributor?
dylantmoore (a GitHub user) maintains it in dylantmoore/stata-skill, which has 291 GitHub stars. The repository holds 3 skills in this directory. The repository was last updated on April 10, 2026.
Source: dylantmoore/stata-skill on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.