Peer Review
K-Dense-AI/claude-scientific-writer
Prepare evidence-bounded, constructive peer-review drafts and structured manuscript assessments.
Agent skill
Epsl Reporting And Reproducibility
by brycewang-stanford in brycewang-stanford/Awesome-Journal-Skills
A skill your agent uses when assembling the supplementary material, data-availability statement, and FAIR data deposit for an Earth and Planetary Science Letters (EPSL) manuscript.
Install Epsl Reporting And Reproducibility
$ npx skills add brycewang-stanford/Awesome-Journal-Skills --skill epsl-reporting-and-reproducibility -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills epsl-reporting-and-reproducibility --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/Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility .claude/skills/epsl-reporting-and-reproducibility && 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 "epsl-reporting-and-reproducibility" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility into .claude/skills/epsl-reporting-and-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "epsl-reporting-and-reproducibility", 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/Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibilityType 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 epsl-reporting-and-reproducibility -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills epsl-reporting-and-reproducibility --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/Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility .agents/skills/epsl-reporting-and-reproducibility && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "epsl-reporting-and-reproducibility" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility into .agents/skills/epsl-reporting-and-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "epsl-reporting-and-reproducibility", 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 epsl-reporting-and-reproducibility -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills epsl-reporting-and-reproducibility --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/Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility .cursor/skills/epsl-reporting-and-reproducibility && 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 "epsl-reporting-and-reproducibility" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility into .cursor/skills/epsl-reporting-and-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "epsl-reporting-and-reproducibility", 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 Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility--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 epsl-reporting-and-reproducibility -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install brycewang-stanford/Awesome-Journal-Skills epsl-reporting-and-reproducibility --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/Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility .gemini/skills/epsl-reporting-and-reproducibility && 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 "epsl-reporting-and-reproducibility" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility into .gemini/skills/epsl-reporting-and-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "epsl-reporting-and-reproducibility", 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 epsl-reporting-and-reproducibilityInstalls 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 epsl-reporting-and-reproducibility -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/Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility .github/skills/epsl-reporting-and-reproducibility && 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 "epsl-reporting-and-reproducibility" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility into .github/skills/epsl-reporting-and-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "epsl-reporting-and-reproducibility", 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 epsl-reporting-and-reproducibility -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 epsl-reporting-and-reproducibility --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/Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility .opencode/skills/epsl-reporting-and-reproducibility && 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 "epsl-reporting-and-reproducibility" agent skill from https://github.com/brycewang-stanford/Awesome-Journal-Skills/tree/main/Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility into .opencode/skills/epsl-reporting-and-reproducibility/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "epsl-reporting-and-reproducibility", 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
epsl-reporting-and-reproducibility- GitHub stars
- 1.2k
- Token cost
- ~1.5k tokens
- SKILL.md length
- 615 words
- Files
- 1
- Skills in repo
- 2,387
- Repo updated
- First seen
- Licence
- MIT
At a glance
A skill your agent uses when assembling the supplementary material, data-availability statement, and FAIR data deposit for an Earth and Planetary Science Letters (EPSL) manuscript.
- Works in 5 steps: A methods supplement that stands alone.… → Complete data tables. Every analysis… → A data-availability statement with… → …
- Assembling the supplementary material
- SKILL.md covers When to trigger, What to build, Deposition routing: data type… and Worked micro-example…, plus 4 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Epsl Reporting And Reproducibility is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when assembling the supplementary material, data-availability statement, and FAIR data deposit for an Earth and Planetary Science Letters (EPSL) manuscript. EPSL follows Elsevier's research-data policies and the community expects deposition in discipline repositories — EarthChem, PANGAEA, IRIS/EarthScope, MagIC, NASA PDS, Zenodo. It guides reporting and deposit; it does not generate the data.
Its SKILL.md is about 1.5k 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
- Assembling the supplementary material
- Data-availability statement
- FAIR data deposit for an Earth and Planetary Science Letters (EPSL) manuscript
Example prompts
- “/epsl-reporting-and-reproducibility”
Workflow steps
5 steps, taken from the first numbered list in SKILL.md.
- A methods supplement that stands alone. Instrumentation, chemistry/procedures, standards with
- Complete data tables. Every analysis (not just plotted ones), every correction applied, with
- A data-availability statement with resolvable identifiers. DOIs/accessions, not "available on
- Code and models. Reduction scripts, inversion configurations, and model input decks deposited
- Restricted material handled explicitly. Mission data under embargo or proprietary industry data
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
Epsl Reporting And Reproducibility loads about 1.5k tokens when it runs. Until then it costs about 109 tokens; SKILL.md has 615 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
The full file from brycewang-stanford/Awesome-Journal-Skills at commit 932eb23, republished under its MIT licence (© brycewang-stanford). 615 words, ~1,492 tokens.
Download SKILL.mdSave it as
.claude/skills/epsl-reporting-and-reproducibility/SKILL.md (or your agent's skills folder).- name
- epsl-reporting-and-reproducibility
- description
- Use when assembling the supplementary material, data-availability statement, and FAIR data deposit for an Earth and Planetary Science Letters (EPSL) manuscript. EPSL follows Elsevier's research-data policies and the community expects deposition in discipline repositories — EarthChem, PANGAEA, IRIS/EarthScope, MagIC, NASA PDS, Zenodo. It guides reporting and deposit; it does not generate the data.
Reporting & Reproducibility (epsl-reporting-and-reproducibility)
The letters format pushes almost everything load-bearing but non-narrative — full analytical tables, method details, standards data, model configurations — into the supplement and the repositories. That makes the supplement and deposit part of the reviewed science, not an afterthought. EPSL sits inside Elsevier's research-data framework (data statements, repository linking), and its communities run mature FAIR infrastructure; reviewers know the canonical archive for each data type and notice absences. Re-check the current mandate wording on the official Guide for Authors.
When to trigger
- Assembling supplementary text, tables, and figures
- Writing the data-availability statement and choosing repositories
- Depositing geochemical tables, waveforms, paleomagnetic data, model code, or mission-derived products
- Making sure a reader could re-derive every figure and headline number
What to build
- A methods supplement that stands alone. Instrumentation, chemistry/procedures, standards with measured-vs-accepted values, blank records, correction sequence, and reduction software with versions — enough that a peer lab could replicate the campaign.
- Complete data tables. Every analysis (not just plotted ones), every correction applied, with units, σ-levels, and metadata columns (coordinates, sample IDs, stratigraphic height); machine- readable formats, not PDF-only.
- A data-availability statement with resolvable identifiers. DOIs/accessions, not "available on request" — Elsevier's data policy and the community both treat that phrase as a red flag.
- Code and models. Reduction scripts, inversion configurations, and model input decks deposited (Zenodo or equivalent) with versions pinned; state the random seed for stochastic steps.
- Restricted material handled explicitly. Mission data under embargo or proprietary industry data: say what is withheld, why, and the release path.
Deposition routing: data type → community repository
| Data type | Expected archive | Note |
|---|---|---|
| Geochemistry / isotope tables | EarthChem Library (DOI per dataset) | the NSF-backed geochemistry standard |
| Marine, paleoclimate, observational Earth data | PANGAEA | editor-curated, DOI-issuing, FAIR-aligned |
| Seismic waveforms / station products | IRIS / EarthScope services | cite network DOIs |
| Paleomagnetic / rock-magnetic data | MagIC | the community's designated archive |
| Planetary mission data / derived products | NASA PDS (or ESA PSA) | cite the archive bundle, instrument, version |
| Geochronology reduction files | EarthChem / Zenodo | include tracer + constants metadata |
| Code, model configs, notebooks | Zenodo / GitHub+Zenodo DOI | pin versions; archive the release, not the repo URL |
Show full SKILL.md (268 more words)Show less
Worked micro-example (illustrative — the deposit for the ash-bed geochronology Letter)
A reviewer-ready package for the extinction-tempo study (illustrative):
- Supplement: full CA-ID-TIMS procedure, tracer and decay constants with citations, standards table (measured vs accepted, per session), blank records, and the age-model priors.
- EarthChem: the complete grain-by-grain U-Pb table — including the two excluded inherited grains — with coordinates and bed heights, under its own DOI.
- Zenodo: the Bayesian eruption-tempo model config and scripts, seeded, versions pinned; rerunning it regenerates Figure 3 and the headline 66.021 Ma age exactly.
- Statement: "All isotopic data are available at EarthChem (DOI: illustrative); model code at Zenodo (DOI: illustrative)." One sentence, two resolvable identifiers.
The self-test before submission: hand the supplement + deposits to a colleague and ask them to re-derive the abstract's numbers. Anything they cannot re-derive is under-reported.
Referee-pushback patterns and the venue-specific fix
- "Data availability inadequate." → Replace "on request" with the discipline archive + DOI; EPSL's communities have a canonical home for nearly every data type.
- "Methods insufficient to assess the ages." → Move the full traceability chain (standards, blanks, constants, software versions) into the supplement.
- "Figures cannot be reproduced from the tables." → Deposit the reduction scripts and confirm the pipeline regenerates every exhibit.
Anti-patterns
- "Data available from the corresponding author upon reasonable request"
- Plotted analyses only, with rejected/excluded data invisible everywhere
- PDF-only data tables that cannot be re-used
- Waveforms, paleomag, or mission products parked in a generic repository when a designated community archive exists
- A supplement assembled the night before submission, drifting from the manuscript's numbers
Output format
【Supplement】methods + standards + blanks + full tables? [Y/N]
【Deposit】data type → repository + DOI/accession (list)
【Statement】written with resolvable identifiers? [Y/N]
【Code/models】archived, versioned, seeded? [Y/N or N/A]
【Re-derivable】abstract numbers regenerate from deposit? [Y/N]
【Next】epsl-writing-styleSupplementary resources
../../resources/external_tools.md— repositories and reproducibility tooling by data type../../resources/official-source-map.md— Elsevier research-data policy links for EPSL
© 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 Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility of brycewang-stanford/Awesome-Journal-Skills.
Open the folder on GitHubat commit 932eb23
Compare with similar skills
Epsl Reporting And Reproducibility 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 |
|---|---|---|---|---|---|---|
| Epsl Reporting And Reproducibility this skillbrycewang-stanford/Awesome-Journal-Skills | 1.2k | — | ~1.5k | Automated safety check: Pass | MIT | |
| Peer ReviewK-Dense-AI/claude-scientific-writer | 2.4k | 2 repos | ~3.1k | Automated safety check: Notes | MIT | |
| CHARLS Paper Reproduction Guidexjtulyc/MedgeClaw | 617 | 1 repos | ~1.8k | Automated safety check: Pass | None | |
| Compute Environment Setupaipoch/open-science | 5.5k | — | ~2.6k | Automated safety check: Pass | Apache-2.0 | |
| Figure Styleaipoch/open-science | 5.5k | — | ~5.1k | Automated safety check: Pass | Apache-2.0 | |
| Add Bactopia Toolbactopia/bactopia | 522 | — | ~4.1k | Automated safety check: Pass | MIT |
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Questions about Epsl Reporting And Reproducibility
What does Epsl Reporting And Reproducibility do?
A skill your agent uses when assembling the supplementary material, data-availability statement, and FAIR data deposit for an Earth and Planetary Science Letters (EPSL) manuscript. Epsl Reporting And Reproducibility is an agent skill from brycewang-stanford/Awesome-Journal-Skills. Use when assembling the supplementary material, data-availability statement, and FAIR data deposit for an Earth and Planetary Science Letters (EPSL) manuscript.
When should I use Epsl Reporting And Reproducibility?
Epsl Reporting And Reproducibility fits situations like: assembling the supplementary material; data-availability statement; FAIR data deposit for an Earth and Planetary Science Letters (EPSL) manuscript.
How do I install Epsl Reporting And Reproducibility in Claude Code?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill epsl-reporting-and-reproducibility -a claude-code`. Or copy the skill folder (Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility in brycewang-stanford/Awesome-Journal-Skills) into .claude/skills/epsl-reporting-and-reproducibility in your project. Claude Code loads it when a task matches its description.
How do I install Epsl Reporting And Reproducibility in Codex?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill epsl-reporting-and-reproducibility -a codex`. Or copy the skill folder (Earth-and-Planetary-Science-Letters-Skills/skills/epsl-reporting-and-reproducibility in brycewang-stanford/Awesome-Journal-Skills) into .agents/skills/epsl-reporting-and-reproducibility in your project. Codex loads it when a task matches its description.
Can I use Epsl Reporting And Reproducibility 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 epsl-reporting-and-reproducibility -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/epsl-reporting-and-reproducibility, .gemini/skills/epsl-reporting-and-reproducibility, .github/skills/epsl-reporting-and-reproducibility and .opencode/skills/epsl-reporting-and-reproducibility in your project.
What does Epsl Reporting And Reproducibility need to run?
SKILL.md names no scripts, command-line tools or credentials: Epsl Reporting And Reproducibility is instructions for the agent only.
Does Epsl Reporting And Reproducibility 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 Epsl Reporting And Reproducibility 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 Epsl Reporting And Reproducibility use?
Epsl Reporting And Reproducibility 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 Epsl Reporting And Reproducibility use?
About 1.5k tokens (SKILL.md is roughly 6k 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 Epsl Reporting And Reproducibility?
Skills that share tags, products or a category with Epsl Reporting And Reproducibility: Peer Review (K-Dense-AI/claude-scientific-writer, 2.4k stars), CHARLS Paper Reproduction Guide (xjtulyc/MedgeClaw, 617 stars), Compute Environment Setup (aipoch/open-science, 5.5k stars) and Figure Style (aipoch/open-science, 5.5k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Epsl Reporting And Reproducibility?
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.