earth-system-science-data — independently scanned and version-tracked by SaferSkills.
SaferSkills independently audited earth-system-science-data (Agent Skill) and scored it 100/100 (green). The audit ran 55 deterministic rules across Security, Supply Chain, Maintenance, Transparency, and Community; it found 0 high-severity and 0 lower-severity findings. The full rule-by-rule trace and per-finding evidence are below. Free, methodology-open.
Findings & checks · 0 flagged
Every scanned point with the score it earned and what moved between them.
First recorded scan — no prior version to compare against.
The primary manifest — the file an agent reads to learn what this artifact does.
Earth System Science Data (ESSD) is the Copernicus / European Geosciences Union venue for data papers: peer-reviewed articles whose primary product is an original, high-quality, openly deposited dataset of lasting value to earth-system science. The defining expectation is not a new scientific conclusion but a reusable dataset: the manuscript documents how the data were produced, calibrated, quality-controlled, and how others should reuse them, while the dataset itself lives in a FAIR public repository with its own persistent identifier (DOI). An analysis or interpretation paper that mines data toward a hypothesis, or a paper whose data are not openly and permanently available, is a fundamental misfit here. This skill is a fit / venue-selection / re-framing tool. It does not replace the journal's current author guidance. Before submitting, re-check the live ESSD / Copernicus author instructions and data policy.
output) and wants to publish it as a citable data paper rather than a research article.
itself, separate from any later analysis paper.
water-resources-research, global-biogeochemical-cycles) for an analysis paper.
documentation bar.
cryosphere, biosphere, solid earth, and human–environment interfaces.
networks with documented provenance.
consistent, value-added product.
uncertainty information.
flags.
dataset is the deliverable.
product; novelty lies in the data, not in an interpretation.
acceptance; a "data available on request" statement does not satisfy the journal.
versioning, and the exact contents and format of the deposited files.
independent references where possible, and explicit, traceable uncertainty.
and guidance on appropriate and inappropriate uses.
asserted.
together — re-check current article types and structure on the live guide.
hypothesis; interpretation belongs in a companion analysis paper elsewhere.
license; the DOI must resolve to the actual data.
validation scatter, uncertainty, flag distributions), not argue a result.
the paper describes exactly.
../../resources/source-basis.md and../../resources/official-source-map.md; start from the Copernicus/ESSD anchors, then cite the current ESSD page you checked.
current Copernicus version.
version, and an open license**, and that the deposited files match the manuscript.
metadata or repository criteria.
funding, author-contribution, and AI-use disclosure.
win.
communications-earth-and-environment or a domain journal, with ESSD as the data citation.
global-biogeochemical-cycles.water-resources-research / journal-of-hydrology.journal-of-climate.earth-and-planetary-science-letters.[Fit] High / Medium / Low (one-line reason)
[Target] Earth System Science Data
[Data product] <what the dataset is and what community reuses it>
[Deposition] <repository + DOI + version + license status>
[Quality/documentation] <does QC + validation + metadata clear ESSD's reuse bar?>
[Top risk] <the single most likely reason for rejection>
[Official items to re-check] <data-paper structure / FAIR deposition / metadata / open-review / disclosures>
[Re-route suggestion] <if it is an analysis paper, a better-matched venue>~30 seconds. Free. No account. Every finding cites a rule and a line of evidence.