academic-research-prisma-wiki-rag

Use when creating, updating, or querying a local Hybrid RAG database from PRISMA JSON metadata or PDF documents in a folder. Triggered by prisma-review (after Fase 4) or educational-pilot-design (to query evidence). Hybrid RAG combines dense vector search (sentence-transformers) and sparse retrieval — native FTS via LanceDB (recommended) or BM25 — fused with Reciprocal Rank Fusion. Results are displayed as Markdown.

Use when the user wants to convert a Markdown file to Word (DOCX), especially after completing a PRISMA systematic review or an educational pilot study design. Triggers on: "converti in Word", "esporta in docx", "pandoc", "salva come Word", output from prisma-review or educational-pilot-design skill.

Use when starting a new academic research project, switching between skills mid-workflow, or needing to know which files connect prisma-review, hybrid-rag, educational-pilot-design and pandoc-export. Reference for the complete PRISMA → RAG → Pilot → Preprint pipeline.

Use when conducting a systematic literature review using the PRISMA methodology. Triggers on: systematic review, literature review, PRISMA, database search strategy, inclusion/exclusion criteria, deduplication, screening, evidence synthesis. Available MCP servers: semantic-scholar, arxiv, pubmed, eric, openaire, core, doaj, zenodo.

Usa quando occorre progettare uno studio pilota o quasi-sperimentale nell'ambito delle scienze dell'educazione: Ed-Tech, psicopedagogia, pedagogia speciale e inclusiva, didattica disciplinare, valutazione educativa, formazione docenti, pedagogia generale — a qualsiasi livello scolastico (infanzia, primaria, secondaria I e II grado, università, formazione professionale). Contesto normativo italiano centrale (MIUR, GDPR, L.104/92, L.170/2010), con possibilità di override internazionale. Non usare per revisioni sistematiche (usa prisma-review) o studi osservazionali puri senza intervento.