Agent skill

Jedpsych Open Science And Transparency

by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills

A skill your agent uses when meeting the Journal of Educational Psychology's open-science requirements — the Transparency and Openness subsection stating data/materials/analysis-code availability…

MITAuto-check passedResearch & Science

Install Jedpsych Open Science And Transparency

skills CLI
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jedpsych-open-science-and-transparency -a claude-code

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install brycewang-stanford/Awesome-Journal-Skills jedpsych-open-science-and-transparency --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Journal-of-Educational-Psychology-Skills/skills/jedpsych-open-science-and-transparency .claude/skills/jedpsych-open-science-and-transparency && rm -rf skills-src

Use ~/.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/

Facts

Skill name
jedpsych-open-science-and-transparency
GitHub stars
1.2k
Token cost
~1.9k tokens
SKILL.md length
706 words
Files
1
Skills in repo
2,387
Repo updated
First seen
Licence
MIT

At a glance

A skill your agent uses when meeting the Journal of Educational Psychology's open-science requirements — the Transparency and Openness subsection stating data/materials/analysis-code availability…

  • Works in 6 steps: Transparency and Openness subsection.… → JARS reporting standards. Follow the APA… → Preregistration (encouraged). Disclose… → …
  • JARS-compliant reporting
  • SKILL.md covers When to trigger, What JEP expects (verify…, Build-it-right checklist and Restricted data (educational…, plus 6 more sections
  • Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md

What it does

Jedpsych Open Science And Transparency is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when meeting the Journal of Educational Psychology's open-science requirements — the Transparency and Openness subsection stating data/materials/analysis-code availability with persistent identifiers, JARS-compliant reporting, preregistration disclosure (encouraged, not mandatory), and Open Science Badges. Prepares compliance for masked review; it does not waive requirements.

Its SKILL.md is about 1.9k 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 Reproducible research. The repository describes itself as: Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的… The licence is MIT.

When your agent uses it

  • JARS-compliant reporting
  • Preregistration disclosure (encouraged
  • Open Science Badges

Example prompts

  • “/jedpsych-open-science-and-transparency”

Workflow steps

6 steps, taken from the first numbered list in SKILL.md.

  1. Transparency and Openness subsection. State, for data, materials, and analysis code,
  2. JARS reporting standards. Follow the APA Journal Article Reporting Standards for your design
  3. Preregistration (encouraged). Disclose whether the study was preregistered and provide the registry
  4. Persistent identifiers. Use trusted repositories (OSF, ICPSR, Dataverse, Zenodo) with DOIs — not
  5. Open Science Badges. Optionally earn Open Data, Open Materials, and Preregistered badges; each
  6. Anonymize for masked review. Repository and preregistration links must not reveal author identity

What it can do on your machine

Read from SKILL.md and the folder at commit 932eb23. 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

Jedpsych Open Science And Transparency loads about 1.9k tokens when it runs. Until then it costs about 105 tokens; SKILL.md has 706 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~105
When it runs · the whole SKILL.md, loaded when a task matches
~1.9k

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

The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 706 words, ~1,947 tokens.

Download SKILL.mdSave it as .claude/skills/jedpsych-open-science-and-transparency/SKILL.md (or your agent's skills folder).
name
jedpsych-open-science-and-transparency
description
Use when meeting the Journal of Educational Psychology's open-science requirements — the Transparency and Openness subsection stating data/materials/analysis-code availability with persistent identifiers, JARS-compliant reporting, preregistration disclosure (encouraged, not mandatory), and Open Science Badges. Prepares compliance for masked review; it does not waive requirements.

Open Science & Transparency (jedpsych-open-science-and-transparency)

The Journal of Educational Psychology follows APA's transparency-and-openness framework. Manuscripts include a Transparency and Openness subsection that states whether data, materials, and analysis code are deposited in trusted repositories with persistent identifiers — or states that they are unavailable (with reasons). Reporting follows JARS; preregistration is encouraged but not mandatory (disclose status and link); and Open Science Badges (Open Data, Open Materials, Preregistered) are available with a signed disclosure form (检索于 2026-06;以官网为准). Prepare this early — and keep every shared link anonymized for masked review.

When to trigger

  • Building data/materials/code deposits and the Transparency and Openness subsection
  • Deciding whether (and how) to claim that data cannot be shared
  • Disclosing and linking a preregistration / analysis plan
  • Deciding whether to apply for Open Science Badges
  • A reviewer or editor flagged transparency, reporting standards, or reproducibility

What JEP expects (verify current wording on the official page)

  1. Transparency and Openness subsection. State, for data, materials, and analysis code, whether each is openly available, available under restriction, or unavailable — and where (repository + persistent identifier / DOI). If something is not shared, say so and why.
  2. JARS reporting standards. Follow the APA Journal Article Reporting Standards for your design (quantitative, qualitative, or mixed methods), and JARS-REC for race, ethnicity, and culture reporting. Meta-analyses follow the meta-analysis reporting standards.
  3. Preregistration (encouraged). Disclose whether the study was preregistered and provide the registry link; report deviations from the plan. Preregistration is weighed favorably but is not required.
  4. Persistent identifiers. Use trusted repositories (OSF, ICPSR, Dataverse, Zenodo) with DOIs — not transient personal links.
  5. Open Science Badges. Optionally earn Open Data, Open Materials, and Preregistered badges; each requires a signed badge disclosure form submitted as supplemental material.
  6. Anonymize for masked review. Repository and preregistration links must not reveal author identity (use anonymized views); strip identifying metadata.

Build-it-right checklist

  • Data deposited with a DOI (or restricted-access statement + reason); codebook included
  • Analysis code deposited; results regenerate in a fresh session
  • Materials (instruments, intervention protocol, stimuli) deposited with a DOI (or license-limited statement)
  • Transparency and Openness subsection drafted covering data, materials, and code availability
  • Preregistration disclosed and linked (anonymized); deviations reported
  • JARS / JARS-REC checklist walked for your design; participant/context reporting complete
  • Badge disclosure form signed if applying for Open Science Badges
  • Shared links anonymized for masked submission; identifying metadata stripped

Restricted data (educational settings — do it honestly)

  • Student data are frequently protected (FERPA, IRB, district agreements). If data cannot be fully shared, state exactly what is withheld, why, and how others can access or approximate it (application path, de-identified/synthetic data, secure enclave, code release). Document this in the subsection; unjustified opacity counts against the paper.
Show full SKILL.md (268 more words)Show less

Transparency and Openness subsection — worked draft (illustrative)

A model statement for the cluster-randomized reading trial. Confirm the exact required headings/wording against the journal's current submission guidelines.

Transparency and Openness
Data:        De-identified student-level data for the trial are available
             at OSF (DOI 10.XXXX/osf.io/abcde) with a codebook; raw
             identifiable data are governed by the district agreement and
             available via application (path described).
Materials:   The intervention protocol, fidelity rubric, and comprehension
             measures (license permitting) are deposited (DOI 10.XXXX/osf.io/fghij).
Analysis:    Analysis code (R, lme4 / lavaan) reproduces all reported values
             in a fresh session; a run log is included (DOI 10.XXXX/osf.io/klmno).
Preregistration: The design, hypotheses, and analysis plan were preregistered
             before data collection (osf.io/pqrst); one ATI analysis is
             reported as exploratory. Reporting follows JARS (and JARS-REC).

Transparency-readiness decision table

SituationEditorial readWhat to deposit / state
Fully shareable de-identified data + materialsstrong baselineDOIs for data, materials, code + run log; consider badges
Protected student records (FERPA/IRB/district)acceptable if justifiedde-identified/synthetic data + gated access path; share code
Proprietary/licensed instrumentpartialshare what license allows; cite source; share scoring code
Secondary / third-party datasetacceptable with provenancelink source, share derivation code, document version
"Available on request"reads as weakreplace with a persistent DOI or a documented access path

Reviewer / editor pushback and the venue fix

  • "No DOI, just a personal link" → swap transient links for persistent identifiers before the masked submission goes out.
  • "Subsection says available but the repo is empty" → deposit first, draft the subsection from live DOIs.
  • "Preregistration deviates and you didn't flag it" → add a deviations note; relabel post hoc as exploratory; keep confirmatory/exploratory consistent end to end.
  • "Repository page reveals author identity" → use anonymized views for masked review.
  • "JARS participant/context reporting incomplete" → complete the JARS / JARS-REC items for your design.

Anti-patterns

  • Omitting or burying the Transparency and Openness subsection
  • Personal/transient links instead of persistent identifiers
  • Treating restricted student data as a reason to share nothing (share code + access path)
  • Claiming a preregistration that does not match the analyses, or hiding deviations
  • Identifying author info in repository/preregistration links during masked review

Output format

【Data】deposited + DOI + codebook (or justified restriction)? [Y/N]
【Materials】deposited + DOI (or license statement)? [Y/N]
【Analysis code】deposited + fresh-session reproducible? [Y/N]
【Transparency subsection】drafted covering data/materials/code? [Y/N]
【Preregistration】disclosed + linked (anonymized) + deviations noted? [Y/N/NA]
【JARS / JARS-REC】walked for this design? [Y/N]
【Anonymized】links + metadata for masked review? [Y/N]
【Next】jedpsych-review-process

Supplementary resources

© brycewang-stanford, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in Journal-of-Educational-Psychology-Skills/skills/jedpsych-open-science-and-transparency of brycewang-stanford/Awesome-Journal-Skills.

Open the folder on GitHubat commit 932eb23

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Jedpsych Open Science And Transparency compared with similar skills
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Compute Environment Setupaipoch/open-science5.5k—~2.6kAutomated safety check: PassApache-2.0
Figure Styleaipoch/open-science5.5k—~5.1kAutomated safety check: PassApache-2.0
Add Bactopia Toolbactopia/bactopia522—~4.1kAutomated safety check: PassMIT

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Questions about Jedpsych Open Science And Transparency

What does Jedpsych Open Science And Transparency do?

A skill your agent uses when meeting the Journal of Educational Psychology's open-science requirements — the Transparency and Openness subsection stating data/materials/analysis-code availability…. Jedpsych Open Science And Transparency is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when meeting the Journal of Educational Psychology's open-science requirements — the Transparency and Openness subsection stating data/materials/analysis-code availability with persistent identifiers, JARS-compliant reporting, preregistration disclosure (encouraged, not mandatory), and Open Science Badges.

When should I use Jedpsych Open Science And Transparency?

Jedpsych Open Science And Transparency fits situations like: JARS-compliant reporting; preregistration disclosure (encouraged; open Science Badges.

How do I install Jedpsych Open Science And Transparency in Claude Code?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jedpsych-open-science-and-transparency -a claude-code`. Or copy the skill folder (Journal-of-Educational-Psychology-Skills/skills/jedpsych-open-science-and-transparency in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/jedpsych-open-science-and-transparency in your project. Claude Code loads it when a task matches its description.

How do I install Jedpsych Open Science And Transparency in Codex?

Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jedpsych-open-science-and-transparency -a codex`. Or copy the skill folder (Journal-of-Educational-Psychology-Skills/skills/jedpsych-open-science-and-transparency in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/jedpsych-open-science-and-transparency in your project. Codex loads it when a task matches its description.

Can I use Jedpsych Open Science And Transparency 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/Awesome-Journal-Skills --skill jedpsych-open-science-and-transparency -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/jedpsych-open-science-and-transparency, .gemini/skills/jedpsych-open-science-and-transparency, .github/skills/jedpsych-open-science-and-transparency and .opencode/skills/jedpsych-open-science-and-transparency in your project.

What does Jedpsych Open Science And Transparency need to run?

SKILL.md names no scripts, command-line tools or credentials: Jedpsych Open Science And Transparency is instructions for the agent only.

Does Jedpsych Open Science And Transparency 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 Jedpsych Open Science And Transparency 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 Jedpsych Open Science And Transparency use?

Jedpsych Open Science And Transparency is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Jedpsych Open Science And Transparency use?

About 1.9k tokens (SKILL.md is roughly 7.8k 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 Jedpsych Open Science And Transparency?

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Who maintains Jedpsych Open Science And Transparency?

brycewang-stanford (a GitHub user) maintains it in brycewang-stanford/Awesome-Journal-Skills, which has 1,231 GitHub stars. The repository holds 2,387 skills in this directory. The repository was last updated on September 27, 2026.

Source: brycewang-stanford/Awesome-Journal-Skills on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.