est-reporting-and-reproducibility
Use when assembling the Supporting Information (SI), data-availability statement, and public-data/code deposit for an Environmental Science & Technology (ES&T) manuscript. ES&T expects materials, data, and protocols to be deposited in public databases and a data-availability statement, with SI submitted alongside the manuscript. It guides reporting and deposit; it does not generate the underlying data.
Profile →npx skills add brycewang-stanford/Awesome-Journal-Skills --skill est-reporting-and-reproducibility --agent claude-code
Same command for any agent — swap --agent for codex, cursor, copilot.
Weekly change comes from our own snapshots, not the repository page — it measures attention, not adoption.
# Reporting & Reproducibility (est-reporting-and-reproducibility) ES&T strongly encourages public data and expects authors to make **materials, data, and protocols** available through public databases, with a **data-availability statement** and a **Supporting Information** file submitted alongside the manuscript and reviewed with it. Build these as you go, not the night before submission. ## When to trigger - Assembling the **Supporting Information (SI)** PDF/files - Writing the **data-availability statement** and choosing repositories - Depositing data, spectra, sequences, code, and protocols - Making sure every figure/table can be regenerated from deposited data ## What ES&T expects 1. **Supporting Information.** Submitted simultaneously as separate file(s); describe contents and file type in the SI paragraph (e.g., "Additional analytical methods, calibration data, and NMR spectra (PDF)"). Available to reviewers; free to readers on publication. 2. **Data-availability statement.** State where the data live and how to access them; cite **accession codes / DOIs**. 3. **Public deposition by data type** (see `resources/external_tools.md`): - Sequences → **GenBank / ENA / DDBJ**; omics
- When to trigger
- What ES&T expects
- SI assembly checklist
- Deposition routing: data type → repository
- Worked micro-example (illustrative — SI for a PFAS fate study)
- Referee-pushback patterns and the venue-specific fix
- Anti-patterns
- Output format
- Supplementary resources
What does the est-reporting-and-reproducibility skill do?
Use when assembling the Supporting Information (SI), data-availability statement, and public-data/code deposit for an Environmental Science & Technology (ES&T) manuscript. ES&T expects materials, data, and protocols to be deposited in public databases and a data-availability statement, with SI submitted alongside the manuscript. It guides reporting and deposit; it does not generate the underlying data.
How do I install it?
Run `npx skills add brycewang-stanford/Awesome-Journal-Skills --skill est-reporting-and-reproducibility --agent claude-code` — it drops the skill into your project so the agent can pick it up. Swap the --agent value for codex, cursor or copilot if you use one of those.
Where does this skill come from?
From brycewang-stanford/Awesome-Journal-Skills, a repository with 909 stars. We read it straight from the repository tree rather than a submitted listing, so what you see here is what is actually published.
Is a popular skill a good skill?
Not necessarily. Stars measure attention, not adoption — a repository can trend for a week and be abandoned. That is why we show the weekly change from our own snapshots next to the total, instead of a single flattering number.