Report
microsoft/data-formulator
Turn an exploration (threads, findings, charts) into a single Markdown report — note, blog post, executive summary, KPI dashboard, slide brief, or multi-section analytical report, with embedded…
A skill your agent uses when preparing the transparency, reporting, and data-availability materials for an American Educational Research Journal (AERJ) manuscript.
No licenceAuto-check passed
Install Aerj Transparency And Data Policy
$ npx skills add franklee16/academic-research-skills --skill aerj-transparency-and-data-policy -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install franklee16/academic-research-skills aerj-transparency-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/American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy .claude/skills/aerj-transparency-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 "aerj-transparency-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy into .claude/skills/aerj-transparency-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aerj-transparency-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/American-Educational-Research-Journal-Skills/skills/aerj-transparency-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 aerj-transparency-and-data-policy -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install franklee16/academic-research-skills aerj-transparency-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/American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy .agents/skills/aerj-transparency-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 "aerj-transparency-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy into .agents/skills/aerj-transparency-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aerj-transparency-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 aerj-transparency-and-data-policy -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install franklee16/academic-research-skills aerj-transparency-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/American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy .cursor/skills/aerj-transparency-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 "aerj-transparency-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy into .cursor/skills/aerj-transparency-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aerj-transparency-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/American-Educational-Research-Journal-Skills/skills/aerj-transparency-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 aerj-transparency-and-data-policy -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install franklee16/academic-research-skills aerj-transparency-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/American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy .gemini/skills/aerj-transparency-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 "aerj-transparency-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy into .gemini/skills/aerj-transparency-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aerj-transparency-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 aerj-transparency-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 aerj-transparency-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/American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy .github/skills/aerj-transparency-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 "aerj-transparency-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy into .github/skills/aerj-transparency-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aerj-transparency-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 aerj-transparency-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 aerj-transparency-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/American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy .opencode/skills/aerj-transparency-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 "aerj-transparency-and-data-policy" agent skill from https://github.com/franklee16/academic-research-skills/tree/master/Awesome-Journal-Skills-main/American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy into .opencode/skills/aerj-transparency-and-data-policy/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "aerj-transparency-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
aerj-transparency-and-data-policy- GitHub stars
- 223
- Used in
- 1 other repo
- Token cost
- ~1.1k tokens
- SKILL.md length
- 388 words
- Files
- 1
- Skills in repo
- 1,617
- Repo updated
- First seen
- Licence
- None found
At a glance
A skill your agent uses when preparing the transparency, reporting, and data-availability materials for an American Educational Research Journal (AERJ) manuscript.
- Works in 4 steps: Reporting standards. Meet the **AERA… → Data availability. Per the AERA Code of… → Quantitative materials. Data (or access… → …
- Preparing the transparency
- SKILL.md covers When to trigger, What to satisfy (verify…, When data cannot be shared and Build-as-you-go checklist, plus 3 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Aerj Transparency And Data Policy is an agent skill from franklee16/academic-research-skills. Use when preparing the transparency, reporting, and data-availability materials for an American Educational Research Journal (AERJ) manuscript. AERJ expects work to meet the AERA Standards for Reporting on Empirical Social Science Research (quantitative + qualitative) and the AERA Code of Ethics expectations on making data available. Prepares the materials; it does not waive requirements.
Its SKILL.md is about 1.1k tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
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
- Preparing the transparency
- Data-availability materials for an American Educational Research Journal (AERJ) manuscript
Example prompts
- “/aerj-transparency-and-data-policy”
Workflow steps
4 steps, taken from the first numbered list in SKILL.md.
- Reporting standards. Meet the **AERA Standards for Reporting on Empirical Social Science
- Data availability. Per the AERA Code of Ethics, be prepared to **share data and the basis of
- Quantitative materials. Data (or access path), code, and documentation sufficient to regenerate
- Qualitative transparency. Make the analytic process inspectable — coding scheme, exemplar
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
Aerj Transparency And Data Policy loads about 1.1k tokens when it runs. Until then it costs about 106 tokens; SKILL.md has 388 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 388 words (~1,056 tokens).
“AERJ is an AERA journal: it expects reporting that is warranted and transparent, per the AERA reporting standards, and adherence to the AERA Code of Ethics, which expects authors to make data available for reanalysis after publication (within confidentiality and…”
- name
- aerj-transparency-and-data-policy
Files
Just SKILL.md in Awesome-Journal-Skills-main/American-Educational-Research-Journal-Skills/skills/aerj-transparency-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
Aerj Transparency 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 |
|---|---|---|---|---|---|---|
| Aerj Transparency And Data Policy this skillfranklee16/academic-research-skills | 223 | 1 repos | ~1.1k | Automated safety check: Pass | None | |
| Reportmicrosoft/data-formulator | 18k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Implementing Policy As Code With Open Policy Agentmukul975/Anthropic-Cybersecurity-Skills | 34k | — | ~2.6k | Automated safety check: Notes | Apache-2.0 | |
| Reportalirezarezvani/claude-skills | 28k | 1 repos | ~727 | Automated safety check: Pass | MIT | |
| Bugcrowd Reportingsickn33/agentic-awesome-skills | 47k | 1 repos | ~5.9k | Automated safety check: Pass | MIT | |
| Reportsgarrytan/gbrain | 31k | — | ~1.6k | Automated safety check: Pass | MIT |
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Questions about Aerj Transparency And Data Policy
What does Aerj Transparency And Data Policy do?
A skill your agent uses when preparing the transparency, reporting, and data-availability materials for an American Educational Research Journal (AERJ) manuscript. Aerj Transparency And Data Policy is an agent skill from franklee16/academic-research-skills. Use when preparing the transparency, reporting, and data-availability materials for an American Educational Research Journal (AERJ) manuscript.
When should I use Aerj Transparency And Data Policy?
Aerj Transparency And Data Policy fits situations like: preparing the transparency; data-availability materials for an American Educational Research Journal (AERJ) manuscript.
How do I install Aerj Transparency And Data Policy in Claude Code?
Run `npx skills add franklee16/academic-research-skills --skill aerj-transparency-and-data-policy -a claude-code`. Or copy the skill folder (Awesome-Journal-Skills-main/American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy in franklee16/academic-research-skills) into .claude/skills/aerj-transparency-and-data-policy in your project. Claude Code loads it when a task matches its description.
How do I install Aerj Transparency And Data Policy in Codex?
Run `npx skills add franklee16/academic-research-skills --skill aerj-transparency-and-data-policy -a codex`. Or copy the skill folder (Awesome-Journal-Skills-main/American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy in franklee16/academic-research-skills) into .agents/skills/aerj-transparency-and-data-policy in your project. Codex loads it when a task matches its description.
Can I use Aerj Transparency 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 aerj-transparency-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/aerj-transparency-and-data-policy, .gemini/skills/aerj-transparency-and-data-policy, .github/skills/aerj-transparency-and-data-policy and .opencode/skills/aerj-transparency-and-data-policy in your project.
What does Aerj Transparency And Data Policy need to run?
SKILL.md names no scripts, command-line tools or credentials: Aerj Transparency And Data Policy is instructions for the agent only.
Does Aerj Transparency 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 Aerj Transparency 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 Aerj Transparency And Data Policy use?
No licence was found for Aerj Transparency And Data Policy or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Aerj Transparency And Data Policy use?
About 1.1k tokens (SKILL.md is roughly 4.2k 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 Aerj Transparency And Data Policy?
Skills that share tags, products or a category with Aerj Transparency And Data Policy: Report (microsoft/data-formulator, 18k stars), Implementing Policy As Code With Open Policy Agent (mukul975/Anthropic-Cybersecurity-Skills, 34k stars), Report (alirezarezvani/claude-skills, 28k stars) and Bugcrowd Reporting (sickn33/agentic-awesome-skills, 47k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Aerj Transparency And Data Policy?
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.