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24 metadata & bibliometrics skills. Trigger: DOI resolution, citation metrics, author disambiguation, bibliometrics. Design: metadata APIs and bibliometric analysis tools for scholarly records.
Passed 25 of 26 test cases with the skill, and 3 of 26 without it.
and 20 more in the full report
23 fixed3 passed either way1 still failing0 broke
Tokens, turns and time describe resource use, not a dollar price.
One of 23 test cases the skill fixed. Same model, same prompt, with and without the skill.
I need to query primary publisher metadata, registered journal publication dates, and funder identifiers directly from the main official DOI registration agency REST API. Which skill file path should be selected?
| Checked | Without skill | With skill |
|---|---|---|
| Selects crossref-api/SKILL.md as the target file. | Missed | Passed |
The instructions your model reads when the skill loads.
Select the skill matching the user's need, then read its SKILL.md.
| Skill | Description |
|---|---|
| academic-paper-summarizer | Summarize academic papers with structured extraction of key elements |
| altmetrics-guide | Guide to altmetrics and research impact beyond traditional citations |
| bibliometrix-guide | Perform science mapping and bibliometric analysis with R bibliometrix |
| citation-network-guide | Analyze citation networks, impact metrics, and bibliometric patterns |
| crossref-api | Resolve DOIs and retrieve publication metadata from CrossRef registry |
| crossref-event-data-api | Track scholarly mentions across the web via Crossref Event Data |
| datacite-api | Resolve dataset DOIs and query research data metadata via DataCite |
| doi-content-negotiation | Retrieve structured metadata from any DOI via HTTP content negotiation |
| doi-resolution-guide | DOI content negotiation and metadata retrieval techniques |
| h-index-guide | Understanding and calculating research impact metrics |
| journal-metrics-guide | Understand journal impact factors, h5-index, CiteScore, and SJR |
| opencitations-api | Query open citation data and reference networks via OpenCitations |
| orcid-api | Look up researcher profiles and academic identities via the ORCID registry |
| orcid-integration-guide | Set up and leverage ORCID for researcher identification and profiles |
| orkg-api | Query the Open Research Knowledge Graph for structured research data |
| plumx-metrics-api | Track research impact beyond citations via PlumX altmetrics API |
| ror-organization-api | Identify and link research organizations via the ROR registry API |
| sophosia-reference-guide | Reference manager with PDF viewer and Markdown note support |
| viaf-authority-api | Disambiguate author identities via the VIAF authority file API |
| wikidata-api-guide | Query Wikidata SPARQL for scholarly metadata, authors, and entities |
| zoplicate-dedup-guide | Detect and manage duplicate items in Zotero libraries |
| zotero-actions-tags-guide | Zotero workflow automation with custom actions and tags |
| zotmoov-guide | Zotero plugin for automatic attachment file organization |
| zutilo-guide | Zotero utility plugin for keyboard shortcuts and batch editing |
test cases passed, vs 3 / 26 without
More skills from the same source and nearby in the registry, with their headline benchmark lift.