Stata
dylantmoore/stata-skill
Comprehensive Stata reference for writing correct .do files, data management, econometrics, causal inference, graphics, Mata programming, and 20 community packages (reghdfe, estout, did, rdrobust…
A skill your agent uses when a Journal of Econometrics (JoE) manuscript has a correct result but fails to articulate why it matters to econometrics.
Install Joe Contribution Framing
$ npx skills add franklee16/academic-research-skills --skill joe-contribution-framing -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills joe-contribution-framing --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/franklee16/academic-research-skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing .claude/skills/joe-contribution-framing && 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 "joe-contribution-framing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing into .claude/skills/joe-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joe-contribution-framing", 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/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framingType 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 franklee16/academic-research-skills --skill joe-contribution-framing -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills joe-contribution-framing --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing .agents/skills/joe-contribution-framing && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "joe-contribution-framing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing into .agents/skills/joe-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joe-contribution-framing", 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 franklee16/academic-research-skills --skill joe-contribution-framing -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills joe-contribution-framing --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing .cursor/skills/joe-contribution-framing && 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 "joe-contribution-framing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing into .cursor/skills/joe-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joe-contribution-framing", 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/franklee16/academic-research-skills.git --path Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing--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 franklee16/academic-research-skills --skill joe-contribution-framing -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills joe-contribution-framing --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing .gemini/skills/joe-contribution-framing && 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 "joe-contribution-framing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing into .gemini/skills/joe-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joe-contribution-framing", 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 franklee16/academic-research-skills joe-contribution-framingInstalls 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 franklee16/academic-research-skills --skill joe-contribution-framing -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing .github/skills/joe-contribution-framing && 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 "joe-contribution-framing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing into .github/skills/joe-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joe-contribution-framing", 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 franklee16/academic-research-skills --skill joe-contribution-framing -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install franklee16/academic-research-skills joe-contribution-framing --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/franklee16/academic-research-skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing .opencode/skills/joe-contribution-framing && 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 "joe-contribution-framing" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing into .opencode/skills/joe-contribution-framing/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "joe-contribution-framing", 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
joe-contribution-framing- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~869 tokens
- SKILL.md length
- 403 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when a Journal of Econometrics (JoE) manuscript has a correct result but fails to articulate why it matters to econometrics.
- Works in 5 steps: Name the general problem class. Not "an… → State the advance as a property, not a… → Map the reach. Which existing methods… → …
- A Journal of Econometrics (JoE) manuscript has a correct result but fails to articulate why it matters to econometrics
- SKILL.md covers When to trigger, Why framing matters at JoE, Framing the contribution and Calibrating to the venue, plus 2 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Joe Contribution Framing is an agent skill from franklee16/academic-research-skills. Use when a Journal of Econometrics (JoE) manuscript has a correct result but fails to articulate why it matters to econometrics. Frames the methodological contribution as a general, reusable advance rather than a narrow technical fix.
Its SKILL.md is about 870 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: Comprehensive collection of Claude Code skills for academic research in economics, finance, and social sciences.
When your agent uses it
- A Journal of Econometrics (JoE) manuscript has a correct result but fails to articulate why it matters to econometrics
- Tasks that involve Econometrics and empirical research
Example prompts
- “/joe-contribution-framing”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- Name the general problem class. Not "an estimator for model M," but "a way to do valid inference whenever [condition] holds" — then show M…
- State the advance as a property, not a procedure. Weaker assumptions, broader validity, an oracle/efficiency property, uniform size…
- Map the reach. Which existing methods does this improve, generalize, or correct? Where else does the same idea transfer? Reuse the lineage…
- Anchor in economics. JoE prizes methods motivated by and useful for economic data — say which econometric settings (endogeneity…
- Be honest about scope. Over-claimed generality invites a one-citation rebuttal; a precisely-bounded contribution is more credible and more…
What it can do on your machine
Read from SKILL.md and the folder at commit 9a4b2db. 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.
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
Joe Contribution Framing loads about 869 tokens when it runs. Until then it costs about 65 tokens; SKILL.md has 403 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
Without a licence we can't republish the file, so here is its outline and opening line. It has 403 words (~869 tokens).
“The Journal of Econometrics rewards substantive methodological contributions — advances that change how econometricians identify, estimate, test, decide, or predict. A technically correct result that is framed as a narrow patch reads as incremental; the same result framed as a…”
- name
- joe-contribution-framing
Files
Just SKILL.md in Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing of franklee16/academic-research-skills.
Open the folder on GitHubat commit 9a4b2db
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 franklee16/academic-research-skills, which our catalogue first saw on October 7, 2026.
Compare with similar skills
Joe Contribution Framing 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 |
|---|---|---|---|---|---|---|
| Joe Contribution Framing this skillfranklee16/academic-research-skills | 223 | 1 repos | ~869 | Automated safety check: Pass | None | |
| Statadylantmoore/stata-skill | 291 | 1 repos | ~4.2k | Automated safety check: Pass | Custom licence | |
| Stata C Pluginsdylantmoore/stata-skill | 291 | 1 repos | ~5.8k | 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 | |
| Stata Skill Contributordylantmoore/stata-skill | 291 | 1 repos | ~2.4k | Automated safety check: Pass | Custom licence |
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Categories
Questions about Joe Contribution Framing
What does Joe Contribution Framing do?
A skill your agent uses when a Journal of Econometrics (JoE) manuscript has a correct result but fails to articulate why it matters to econometrics. Joe Contribution Framing is an agent skill from franklee16/academic-research-skills. Use when a Journal of Econometrics (JoE) manuscript has a correct result but fails to articulate why it matters to econometrics.
When should I use Joe Contribution Framing?
Joe Contribution Framing fits situations like: A Journal of Econometrics (JoE) manuscript has a correct result but fails to articulate why it matters to econometrics; tasks that involve Econometrics and empirical research.
How do I install Joe Contribution Framing in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill joe-contribution-framing -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing in franklee16/academic-research-skills) into .claude/skills/joe-contribution-framing in your project. Claude Code loads it when a task matches its description.
How do I install Joe Contribution Framing in Codex?
Run `npx skills add franklee16/academic-research-skills --skill joe-contribution-framing -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Journal-of-Econometrics-Skills/skills/joe-contribution-framing in franklee16/academic-research-skills) into .agents/skills/joe-contribution-framing in your project. Codex loads it when a task matches its description.
Can I use Joe Contribution Framing 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 franklee16/academic-research-skills --skill joe-contribution-framing -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/joe-contribution-framing, .gemini/skills/joe-contribution-framing, .github/skills/joe-contribution-framing and .opencode/skills/joe-contribution-framing in your project.
What does Joe Contribution Framing need to run?
SKILL.md names no scripts, command-line tools or credentials: Joe Contribution Framing is instructions for the agent only.
Does Joe Contribution Framing 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 Joe Contribution Framing 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 Joe Contribution Framing use?
No licence was found for Joe Contribution Framing or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Joe Contribution Framing use?
About 869 tokens (SKILL.md is roughly 3.5k 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 Joe Contribution Framing?
Skills that share tags, products or a category with Joe Contribution Framing: Stata (dylantmoore/stata-skill, 291 stars), Stata C Plugins (dylantmoore/stata-skill, 291 stars), Example Datasets (pymc-labs/CausalPy, 1.2k stars) and Stata Audit (SepineTam/mcp-for-stata, 264 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Joe Contribution Framing?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,617 skills in this directory. The repository was last updated on September 18, 2026.
Source: franklee16/academic-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.