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Agentic curriculum engine — no hallucinated citations
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Schlaflied

GitHub - Agentic curriculum engine — no hallucinated citations

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An AI-powered curriculum engine that generates pedagogically grounded, narrative-driven course modules using Bloom's Taxonomy and instructional design principles. - Schlaflied/Plot-Ark

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I built Plot Ark because every AI course generator I tried produced hallucinated citations and flat content with no pedagogical structure. Plot Ark applies Bloom's Taxonomy, Krashen's i+1 difficulty scaffolding, and Cognitive Load Theory — so the curriculum it generates is structured the way learning actually works. The agentic part: a Tavily research agent searches real academic, video, and news sources before generation begins. You review and approve sources before any content is generated. No hallucinated citations. Other features: LightRAG knowledge graph (upload your PDFs → interactive concept map), IMS Common Cartridge export for Canvas/Moodle, xAPI learner behavior tracking, syllabus PDF import, and full inline module editing. Open-source under AGPL v3. Docker Compose, bring your own API key. GitHub: https://github.com/Schlaflied/Pl...