Audit Replication
brycewang-stanford/Auto-Empirical-Research-Skills
Validate the replication package for the sewage-house-prices project.
A skill your agent uses to handle reproducibility and the supplementary-material file for an Econometric Theory (ET) paper — ET has no mandatory data/code archive (theory journal); the relevant…
Install Ectheory Replication And Data Policy
$ npx skills add franklee16/academic-research-skills --skill ectheory-replication-and-data-policy -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills ectheory-replication-and-data-policy --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/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy .claude/skills/ectheory-replication-and-data-policy && 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 "ectheory-replication-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy into .claude/skills/ectheory-replication-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ectheory-replication-and-data-policy", 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/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policyType 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 ectheory-replication-and-data-policy -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills ectheory-replication-and-data-policy --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/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy .agents/skills/ectheory-replication-and-data-policy && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "ectheory-replication-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy into .agents/skills/ectheory-replication-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ectheory-replication-and-data-policy", 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 ectheory-replication-and-data-policy -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills ectheory-replication-and-data-policy --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/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy .cursor/skills/ectheory-replication-and-data-policy && 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 "ectheory-replication-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy into .cursor/skills/ectheory-replication-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ectheory-replication-and-data-policy", 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/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy--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 ectheory-replication-and-data-policy -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills ectheory-replication-and-data-policy --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/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy .gemini/skills/ectheory-replication-and-data-policy && 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 "ectheory-replication-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy into .gemini/skills/ectheory-replication-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ectheory-replication-and-data-policy", 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 ectheory-replication-and-data-policyInstalls 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 ectheory-replication-and-data-policy -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/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy .github/skills/ectheory-replication-and-data-policy && 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 "ectheory-replication-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy into .github/skills/ectheory-replication-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ectheory-replication-and-data-policy", 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 ectheory-replication-and-data-policy -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 ectheory-replication-and-data-policy --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/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy .opencode/skills/ectheory-replication-and-data-policy && 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 "ectheory-replication-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy into .opencode/skills/ectheory-replication-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "ectheory-replication-and-data-policy", 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
ectheory-replication-and-data-policy- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~983 tokens
- SKILL.md length
- 436 words
- Files
- 1
- Skills in repo
- 1,616
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses to handle reproducibility and the supplementary-material file for an Econometric Theory (ET) paper — ET has no mandatory data/code archive (theory journal); the relevant…
- The relevant policy is the voluntary online Supplementary Material for already-reviewed proofs
- SKILL.md covers When to trigger, ET's reality: no mandatory…, Building the Supplement well and Reproducible computation (good…, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
- Simulation evidence
What it does
Ectheory Replication And Data Policy is an agent skill from franklee16/academic-research-skills. Use to handle reproducibility and the supplementary-material file for an Econometric Theory (ET) paper — ET has no mandatory data/code archive (theory journal); the relevant policy is the voluntary online Supplementary Material for already-reviewed proofs, derivations, and simulation evidence.
Its SKILL.md is about 980 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, Database administration and Reproducible 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
- The relevant policy is the voluntary online Supplementary Material for already-reviewed proofs
- Simulation evidence
Example prompts
- “/ectheory-replication-and-data-policy”
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
Ectheory Replication And Data Policy loads about 983 tokens when it runs. Until then it costs about 83 tokens; SKILL.md has 436 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 436 words (~983 tokens).
“Unlike empirical economics journals, ET is theory-focused and states no mandatory formal data/code/replication archive on its author-instructions pages (recorded as ABSENT as of 2026-06-01; 待核实). Note: the JAE Data Archive belongs to a different journal (Journal of Applied Econometrics) and…”
- name
- ectheory-replication-and-data-policy
Files
Just SKILL.md in Awesome-Journal-Skills-main/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy 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
Ectheory Replication And Data Policy 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 |
|---|---|---|---|---|---|---|
| Ectheory Replication And Data Policy this skillfranklee16/academic-research-skills | 223 | 1 repos | ~983 | Automated safety check: Pass | None | |
| Audit Replicationbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~984 | Automated safety check: Notes | Custom licence | |
| Audit Reproducibilitypedrohcgs/claude-code-my-workflow | 1.6k | — | ~6.4k | Automated safety check: Notes | MIT | |
| Referee2scunning1975/MixtapeTools | 470 | 2 repos | ~2.4k | Automated safety check: Pass | None | |
| Aer Replicationbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | 1 repos | ~2.8k | Automated safety check: Pass | Custom licence | |
| Data Depositbrycewang-stanford/Auto-Empirical-Research-Skills | 4.5k | — | ~1.2k | Automated safety check: Notes | Custom licence |
Similar skills
Audit Reproducibility
pedrohcgs/claude-code-my-workflow
Enforce the replication-protocol.md rule by cross-checking numeric claims in a manuscript against the actual R / Stata / Python outputs.
Referee2
scunning1975/MixtapeTools
Systematic audit and review by Referee 2. An agent skill from scunning1975/MixtapeTools.
Aer Replication
brycewang-stanford/Auto-Empirical-Research-Skills
A skill your agent uses when assembling the AEA Data and Code Availability deposit for an AER, AER:Insights, or AEJ acceptance, writing the README, or auditing a replication package before the AEA…
Data Deposit
brycewang-stanford/Auto-Empirical-Research-Skills
Prepare a replication package for the sewage-house-prices project.
Methods Reverse Engineer
aipoch/medical-research-skills
Reverse-engineers the methods section of a biomedical paper into a structured, reproducible workflow.
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Related
Categories
Questions about Ectheory Replication And Data Policy
What does Ectheory Replication And Data Policy do?
A skill your agent uses to handle reproducibility and the supplementary-material file for an Econometric Theory (ET) paper — ET has no mandatory data/code archive (theory journal); the relevant…. Ectheory Replication And Data Policy is an agent skill from franklee16/academic-research-skills. Use to handle reproducibility and the supplementary-material file for an Econometric Theory (ET) paper — ET has no mandatory data/code archive (theory journal); the relevant policy is the voluntary online Supplementary Material for already-reviewed proofs, derivations, and simulation evidence.
When should I use Ectheory Replication And Data Policy?
Ectheory Replication And Data Policy fits situations like: the relevant policy is the voluntary online Supplementary Material for already-reviewed proofs; simulation evidence.
How do I install Ectheory Replication And Data Policy in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill ectheory-replication-and-data-policy -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy in franklee16/academic-research-skills) into .claude/skills/ectheory-replication-and-data-policy in your project. Claude Code loads it when a task matches its description.
How do I install Ectheory Replication And Data Policy in Codex?
Run `npx skills add franklee16/academic-research-skills --skill ectheory-replication-and-data-policy -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/Econometric-Theory-Skills/skills/ectheory-replication-and-data-policy in franklee16/academic-research-skills) into .agents/skills/ectheory-replication-and-data-policy in your project. Codex loads it when a task matches its description.
Can I use Ectheory Replication And Data Policy 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 ectheory-replication-and-data-policy -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/ectheory-replication-and-data-policy, .gemini/skills/ectheory-replication-and-data-policy, .github/skills/ectheory-replication-and-data-policy and .opencode/skills/ectheory-replication-and-data-policy in your project.
What does Ectheory Replication And Data Policy need to run?
SKILL.md names no scripts, command-line tools or credentials: Ectheory Replication And Data Policy is instructions for the agent only.
Does Ectheory Replication And Data Policy 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 Ectheory Replication And Data Policy 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 Ectheory Replication And Data Policy use?
No licence was found for Ectheory Replication And Data Policy or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Ectheory Replication And Data Policy use?
About 983 tokens (SKILL.md is roughly 3.9k 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 Ectheory Replication And Data Policy?
Skills that share tags, products or a category with Ectheory Replication And Data Policy: Audit Replication (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars), Audit Reproducibility (pedrohcgs/claude-code-my-workflow, 1.6k stars), Referee2 (scunning1975/MixtapeTools, 470 stars) and Aer Replication (brycewang-stanford/Auto-Empirical-Research-Skills, 4.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Ectheory Replication And Data Policy?
franklee16 (a GitHub user) maintains it in franklee16/academic-research-skills, which has 223 GitHub stars. The repository holds 1,616 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.