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 and BM25 sparse retrieval with Reciprocal Rank Fusion. Results are displayed as Markdown.
EnglishUse when the user wants to convert a Markdown file to Word (DOCX), especially after completing a PRISMA systematic review. Triggers on: "converti in Word", "esporta in docx", "pandoc", "salva come Word", output from prisma-review skill.
EnglishUse when starting a new academic research project, switching between skills mid-workflow, or needing to know which files connect prisma-review, hybrid-rag, edtech-pilot-design and pandoc-export. Reference for the complete PRISMA → RAG → Pilot → Preprint pipeline.
EnglishUse 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, ricerca-italia (OpenAIRE — Italian/European repositories).
EnglishUsa 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.
Italian
AGENT SKILLS ATLASIncludes Hybrid RAG, Pandoc Export, Pipeline Ricerca, and other workflows.
Claude Code
Codex
Cursor
GitHub Copilot
Gemini CLISupported by the Atlas install prompt. Skill-specific requirements vary.
Pack stats
What’s included
Hybrid 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 edtech-pilot-design (to query evidence). Hybrid RAG combines dense vector search and BM25 sparse retrieval with Reciprocal Rank Fusion. Results are displayed as Markdown.
Pandoc Export
Use when the user wants to convert a Markdown file to Word (DOCX), especially after completing a PRISMA systematic review. Triggers on: "converti in Word", "esporta in docx", "pandoc", "salva come Word", output from prisma-review skill.
Pipeline Ricerca
Use when starting a new academic research project, switching between skills mid-workflow, or needing to know which files connect prisma-review, hybrid-rag, edtech-pilot-design and pandoc-export. Reference for the complete PRISMA → RAG → Pilot → Preprint pipeline.
Prisma Review
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, ricerca-italia (OpenAIRE — Italian/European repositories).
Edtech Pilot Design
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.
Quick start
- Choose your skills. Select individual skills above, or choose the entire pack.
- Copy the install prompt. Use Copy install prompt above the list.
- Send it to your agent. Paste into your coding agent’s chat. Your agent reviews the source and guides the setup.
Try it with your agent
After installation, start with a request like:
Use the Hybrid RAG skill to help with my task.
Ask me for the context you need before getting started.Requirements & license
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- License details are not provided in these listings. Check the author’s terms before using the skills.