Features & roadmap
What SchemaScope does today, and what we plan to build next.
11 available · 1 in progress · 12 planned · updated 27 Oct 2026
Catalog & discovery
- AvailableHarvest from six registries
Bioregistry, OBO Foundry, OLS, TIB, LOV and NeuroSchema, merged into one record per resource, with every field traced to its source.
- AvailableDiscovery beyond registries
prefix.cc, w3id.org, Zenodo, GitHub and suggested URLs are probed by content negotiation, and only real ontologies, vocabularies and schemas are accepted.
- AvailableReproducible downloads
Each registry download is archived with its checksum, so the catalog can be rebuilt offline, and a single registry can be refreshed on its own.
- AvailableSubmissions through GitHub
The submission form opens an issue that a bot turns into a pull request, with link, DOI and registry checks on every change.
Evaluation
- AvailableRubric v4: source-neutral scoring
A check whose only evidence source doesn't cover a resource is "not assessed" instead of failed, and no problem is penalised twice.
- AvailableOur own quality checks
ROBOT (report, ELK reasoner, OWL 2 DL profile) and OOPS! pitfall scans run on every ontology, with the OBO Dashboard shown side by side for comparison.
- AvailableDOI verification across services
Reference DOIs are checked against Crossref, DataCite, OpenAlex, Semantic Scholar and doi.org.
- AvailableQuality checks for every ontology
ROBOT (report, ELK reasoner, OWL 2 DL profile), pitfall scans and import reading run on every ontology with a download, several at a time. A full pass resumes where it stopped, and each run reports how many ontologies have been checked.
- AvailableRead imports from the artefact
owl:imports and the terms an ontology uses are read from the file itself, so upper-ontology alignment (BFO, COB, DOLCE, GFO, gUFO), RO use and vocabulary reuse are measured for every checked ontology, not only those listed in OLS or Bioregistry (rubric v4.1).
- AvailableRubric validation
A published report of how sensitive grades are to the weights (random and one-at-a-time changes), how well our quality checks agree with the OBO Dashboard, and how scores compare with expert ratings.
- AvailableMetrics across runs
Each resource's page shows how its score, every criterion and the quality metrics changed from one evaluation run to the next.
- In progressExpert ratings
Collecting ratings from domain experts to compare with our scores. Get in touch if you'd like to rate resources in your field.
- PlannedAdoption evidence beyond OBO
Count adopting projects from papers, software dependencies and data repositories, not only curated entries and OBO Foundry usages.
- PlannedCommunity standards per domain
Score R1.3 against each field's own standards bodies and principles, not only the OBO Foundry's.
- PlannedFlag disagreements between portals
Our checks are already shown next to the OBO Dashboard's on each page. Next: highlight where OLS, TIB and BioPortal report different versions or class counts.
Publication tracking
- PlannedPapers that cite each resource
Collect citing papers from OpenAlex, Semantic Scholar and Crossref, with citation counts over time on each resource's page.
- PlannedPapers that use a resource
Find papers that use a resource in their methods or data, not just cite it, to give adoption evidence across fields.
- PlannedNew publications
Detect new reference papers and versions of a resource and suggest them as catalog updates.
Recommendations
- PlannedSimilar resources
Suggest related resources on each page, based on domain, shared imports and overlapping terms.
- PlannedWhich ontology should I use?
A guided finder that recommends well-maintained, well-scored resources for a domain, data type or task.
- PlannedAlternatives to inactive resources
Point to active replacements when a resource is archived, deprecated or no longer maintained.
For maintainers
- PlannedScore badges
An embeddable badge with the current grade for READMEs and websites.
- PlannedImprovement reports
A per-resource checklist of the changes that would raise its score the most, such as a PURL, a license or a version IRI.
- PlannedChange alerts
Opt-in notices when a resource's links break or its score drops.
Ideas or priorities you'd like to see? Get in touch or suggest an idea on GitHub.