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From university-atlas
Enrich universities with technology, performance, and academic data. Use when the user wants to add a new university, update existing data, or import a batch of universities.
How this skill is triggered — by the user, by Claude, or both
Slash command
/university-atlas:atlas-enrich-universityThe summary Claude sees in its skill listing — used to decide when to auto-load this skill
Use the university-atlas MCP tools to enrich university data with external sources.
Use the university-atlas MCP tools to enrich university data with external sources.
enrich_university(name: "University Name", country_code: "US")
website, services (specific services to run), save_to_crmget_job_status(job_id: "<returned job_id>") every 5-10 secondsget_university to see the enriched databatch_import(universities: [{"name": "Uni A", "country_code": "US"}, ...])
save_to_crm (default: false)get_job_status(job_id: "<returned job_id>") to track progress
services_completed / services_failedror, urlscan, whatcms, eolife, crux, hibp, wikipedia, wikidata, apollo, crtsh, dnsdumpster, page_count
Use get_report(university_id: "<id>") to retrieve the latest Business Intelligence report for a university. Reports include academic profile, digital presence analysis, technology assessment, and strategic recommendations.
npx claudepluginhub griddo/griddo-partners-claude-marketplace --plugin university-atlasSearches MemPalace before answering questions about past work, people, projects, or prior decisions. Returns verbatim stored content instead of guessing from model memory.
Guides Payload CMS config (payload.config.ts), collections, fields, hooks, access control, APIs. Debugs validation errors, security, relationships, queries, transactions, hook behavior.
Implements vector databases with Pinecone, Weaviate, Qdrant, Milvus, pgvector for semantic search, RAG, recommendations, and similarity systems. Optimizes embeddings, indexing, and hybrid search.