Light Experiment Coding
Light0305/Light-skills
Builds the code for a frozen research experiment test-first, with leakage controls, seed handling and saved evidence so results can be rerun and audited.
Agent skill
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when meeting Developmental Psychology's (APA) open-science and transparency expectations under the Transparency and Openness Promotion (TOP) guidelines — data and materials…
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill devpsych-open-science-and-transparency -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills devpsych-open-science-and-transparency --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/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .claude/skills && cp -r skills-src/Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency .claude/skills/devpsych-open-science-and-transparency && 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 "devpsych-open-science-and-transparency" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency into .claude/skills/devpsych-open-science-and-transparency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devpsych-open-science-and-transparency", 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/brycewang-stanford/Awesome-Journal-Skills/tree/main/Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparencyType 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 brycewang-stanford/Awesome-Journal-Skills --skill devpsych-open-science-and-transparency -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills devpsych-open-science-and-transparency --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .agents/skills && cp -r skills-src/Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency .agents/skills/devpsych-open-science-and-transparency && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "devpsych-open-science-and-transparency" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency into .agents/skills/devpsych-open-science-and-transparency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devpsych-open-science-and-transparency", 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 brycewang-stanford/Awesome-Journal-Skills --skill devpsych-open-science-and-transparency -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills devpsych-open-science-and-transparency --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency .cursor/skills/devpsych-open-science-and-transparency && 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 "devpsych-open-science-and-transparency" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency into .cursor/skills/devpsych-open-science-and-transparency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devpsych-open-science-and-transparency", 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/brycewang-stanford/Awesome-Journal-Skills.git --path Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency--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 brycewang-stanford/Awesome-Journal-Skills --skill devpsych-open-science-and-transparency -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills devpsych-open-science-and-transparency --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency .gemini/skills/devpsych-open-science-and-transparency && 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 "devpsych-open-science-and-transparency" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency into .gemini/skills/devpsych-open-science-and-transparency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devpsych-open-science-and-transparency", 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 brycewang-stanford/Awesome-Journal-Skills devpsych-open-science-and-transparencyInstalls 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 brycewang-stanford/Awesome-Journal-Skills --skill devpsych-open-science-and-transparency -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .github/skills && cp -r skills-src/Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency .github/skills/devpsych-open-science-and-transparency && 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 "devpsych-open-science-and-transparency" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency into .github/skills/devpsych-open-science-and-transparency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devpsych-open-science-and-transparency", 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 brycewang-stanford/Awesome-Journal-Skills --skill devpsych-open-science-and-transparency -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills devpsych-open-science-and-transparency --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/brycewang-stanford/Awesome-Journal-Skills.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency .opencode/skills/devpsych-open-science-and-transparency && 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 "devpsych-open-science-and-transparency" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency into .opencode/skills/devpsych-open-science-and-transparency/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devpsych-open-science-and-transparency", 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.
devpsych-open-science-and-transparencyA skill your agent uses when meeting Developmental Psychology's (APA) open-science and transparency expectations under the Transparency and Openness Promotion (TOP) guidelines — data and materials…
Devpsych Open Science And Transparency is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when meeting Developmental Psychology's (APA) open-science and transparency expectations under the Transparency and Openness Promotion (TOP) guidelines — data and materials sharing with persistent identifiers, preregistration, sample-size justification, and JARS-consistent disclosure — with the ethical handling of data from minors and vulnerable populations. Prepares compliance; it does not waive requirements.
Its SKILL.md is about 1.8k 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 and Experimental design. 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.
5 steps, taken from the first numbered list in SKILL.md.
Read from SKILL.md and the folder at commit 932eb23. It shows what the files ask for, not the result of running them.
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.
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.
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Devpsych Open Science And Transparency loads about 1.8k tokens when it runs. Until then it costs about 114 tokens; SKILL.md has 635 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.
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.
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 635 words, ~1,782 tokens.
.claude/skills/devpsych-open-science-and-transparency/SKILL.md (or your agent's skills folder).Developmental Psychology has adopted the Transparency and Openness Promotion (TOP) guidelines, so a submission is judged partly on disclosure, data/materials availability, and preregistration. The developmental twist is that much data come from minors and vulnerable populations, so "share everything" is tempered by consent scope, confidentiality, and re-identification risk — handled as a justified, documented constraint, not silent opacity. Build this early, not at acceptance.
devpsych-study-design).For the three-wave effortful-control package; confirm current required wording on the official page.
Data availability: De-identified trial-level data and analysis scripts for
all three waves are openly available at OSF (DOI 10.XXXX/osf.io/abcde),
with a codebook. Identifiable observational video is shared under
permission via Databrary (DOI 10.XXXX/...), consistent with consent and IRB.
Materials: Task scripts and the effortful-control coding manual are deposited
(DOI 10.XXXX/osf.io/fghij).
Preregistration: Hypotheses, the invariance-test plan, and the growth model
were preregistered before wave-3 analysis (osf.io/pqrst).
Constraints: Raw video cannot be openly posted (identifiability, minors);
access is available to authorized researchers via Databrary.| Situation | Editorial read | What to deposit / state |
|---|---|---|
| De-identified tabular data + scripts | expected baseline | DOIs for data, materials, scripts + run log |
| Identifiable child video/audio | constraint accepted if justified | permission-based archive (Databrary) + access path |
| Consent did not cover broad sharing | partial sharing | de-identified extract + restricted-access path; say so |
| Secondary/large panel (NICHD, ECLS) | acceptable with provenance | cite source, version; share derivation scripts |
| "Available on request" | reads as non-compliant | replace with a persistent DOI / restricted archive |
【Open data】deposited + DOI + data dictionary (or justified restriction)? [Y/N]
【Open materials】deposited + DOI? [Y/N]
【Analysis scripts】deposited + fresh-session reproducible? [Y/N]
【Preregistration】linked (anonymized) + consistent with reporting? [Y/N/NA]
【Data-availability statement】drafted (what is shared / restricted / why)? [Y/N]
【Minors' data】handled per consent/IRB via permission-based access? [Y/N/NA]
【Sample-size justification】reported? [Y/N]
【Next】devpsych-review-process../../resources/external_tools.md — OSF, ICPSR, Databrary, Dataverse, Zenodo, preregistration templates../../resources/official-source-map.md — TOP guidelines, data policy, and JARS© 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
Just SKILL.md in Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Devpsych Open Science And Transparency 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 |
|---|---|---|---|---|---|---|
| Devpsych Open Science And Transparency this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.8k | Automated safety check: Pass | MIT | |
| Light Experiment CodingLight0305/Light-skills | 640 | — | ~2.3k | Automated safety check: Pass | MIT | |
| Ablation Study Plannerwanshuiyin/Auto-claude-code-research-in-sleep | 17k | — | ~1.3k | Automated safety check: Notes | MIT | |
| Light Research PlanLight0305/Light-skills | 640 | — | ~5.3k | Automated safety check: Pass | MIT | |
| Scientific Workflow ToolsDrugClaw/DrugClaw | 126 | — | ~712 | Automated safety check: Pass | Apache-2.0 | |
| Bio Experimental Design Multiple TestingGPTomics/bioSkills | 1.2k | 1 repos | ~3.5k | Automated safety check: Pass | MIT |
Light0305/Light-skills
Builds the code for a frozen research experiment test-first, with leakage controls, seed handling and saved evidence so results can be rerun and audited.
wanshuiyin/Auto-claude-code-research-in-sleep
Plans the ablation studies a paper needs after main results support its claim: Codex designs them like a reviewer, Claude Code checks feasibility and runs them.
Light0305/Light-skills
Light 科研主线第 5 步·研究方案与实验设计:把 idea-critique 放行的 idea 与 data feasibility 拆成能真执行、能写进论文、 能复现的 question/estimand、实验矩阵与预注册包。何时用:idea 已通过审查要落地 / 要设计实验·消融·对比·敏感性· 泛化·鲁棒性 / 写研究方案 PROJECTPLAN / 锁 primary…
DrugClaw/DrugClaw
Research-method workflow guide for hypothesis framing, peer-review style critique, reproducibility planning, study-design checks, and scientific-writing structure.
GPTomics/bioSkills
Controls error rates across thousands of simultaneous tests in genomics discovery using false-discovery-rate methods (Benjamini-Hochberg 1995; Benjamini-Yekutieli 2001 for arbitrary dependence…
jaechang-hits/SciAgent-Skills
Evaluating scientific evidence and claims. An agent skill from jaechang-hits/SciAgent-Skills.
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running and reporting the analysis for an Annals of the American Association of Geographers manuscript — spatial statistics and modeling, remote-sensing accuracy, or…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when positioning an Annals of the American Association of Geographers manuscript in the literature — engaging geographic scholarship across the relevant area and the…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when responding to an Annals of the American Association of Geographers decision letter (major/minor revision) — building a point-by-point response to the subject editor and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when defending the research design of an Annals of the American Association of Geographers manuscript — spatial/quantitative analysis and GIScience, remote-sensing and…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when you need to understand how the Annals of the American Association of Geographers evaluates a manuscript — double-anonymous review routed through a subject editor by…
brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when running the final pre-submission preflight for the Annals of the American Association of Geographers via ScholarOne Manuscripts — area/article-type selection…
Categories
A skill your agent uses when meeting Developmental Psychology's (APA) open-science and transparency expectations under the Transparency and Openness Promotion (TOP) guidelines — data and materials…. Devpsych Open Science And Transparency is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when meeting Developmental Psychology's (APA) open-science and transparency expectations under the Transparency and Openness Promotion (TOP) guidelines — data and materials sharing with persistent identifiers, preregistration, sample-size justification, and JARS-consistent disclosure — with the ethical handling of data from minors and vulnerable populations.
Devpsych Open Science And Transparency fits situations like: preregistration; sample-size justification; JARS-consistent disclosure — with the ethical handling of data from minors and vulnerable populations.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill devpsych-open-science-and-transparency -a claude-code`. Or copy the skill folder (Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/devpsych-open-science-and-transparency in your project. Claude Code loads it when a task matches its description.
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill devpsych-open-science-and-transparency -a codex`. Or copy the skill folder (Developmental-Psychology-Skills/skills/devpsych-open-science-and-transparency in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/devpsych-open-science-and-transparency in your project. Codex loads it when a task matches its description.
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 devpsych-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/devpsych-open-science-and-transparency, .gemini/skills/devpsych-open-science-and-transparency, .github/skills/devpsych-open-science-and-transparency and .opencode/skills/devpsych-open-science-and-transparency in your project.
SKILL.md names no scripts, command-line tools or credentials: Devpsych Open Science And Transparency is instructions for the agent only.
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.
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.
Devpsych 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.
About 1.8k tokens (SKILL.md is roughly 7.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
Skills that share tags, products or a category with Devpsych Open Science And Transparency: Light Experiment Coding (Light0305/Light-skills, 640 stars), Ablation Study Planner (wanshuiyin/Auto-claude-code-research-in-sleep, 17k stars), Light Research Plan (Light0305/Light-skills, 640 stars) and Scientific Workflow Tools (DrugClaw/DrugClaw, 126 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
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.