academic-PRISMA-research-workflow

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.

Usa quando occorre progettare uno studio pilota o quasi-sperimentale in ambito Ed-Tech (AI a scuola, HCI per l'apprendimento) con approccio mixed-methods. Non usare per revisioni sistematiche, studi osservazionali puri o studi già avviati.

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

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.

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 edtech-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.