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+---
+type: idea
+title: learning suite
+tags: [education, learning, software, bigprojectidea]
+status: explored
+first_captured: 2025-12-23
+updated: 2026-04-10
+sources:
+ - sources/ideaflow/2025-12-23_learning-suite.md
+ - sources/ideaflow/2025-12-23_for-linked-note-11oiotus60-bigprojectidea-want-a-note.md
+ - sources/ideaflow/2025-12-22_learning-projectidea.md
+ - sources/ideaflow/2026-04-01_learningmanagementsystem.md
+ - sources/apple-notes/archived/potential-projects-archived.md
+ - sources/google-sheets-ideas.md
+---
+
+# learning suite
+
+a comprehensive learning optimization website / tool suite with ambitious scope: easy notes for reflection, re-explanation prompts, context-aware LLMs, adaptive quizzes to place your level, "no courses" (learn anything), pulling free courses from MIT OpenCourseWare and others, a learning repository, pacing suggestions, current understanding export, goal-to-plan pipelines with customizable tracks, and spaced repetition.
+
+the personal learning wishlist is broad: physics, linguistics, psych, optics, quantum, FFT, econometrics/modeling, MATLAB, law (lawhub.org, Khan Academy LSAT prep), radio signals (ham radio licensing), competitive programming, and more.
+
+a key extension is automatic flashcard generation: a note-taking system (from lectures or cornell notes) that automatically converts to retrieval items. the LMS variant (2026-04-01) emphasizes graph connections and dependencies between all knowledge, importable from classes.
+
+inspiration cited: hamstudy.org. could have modes for AP, SAT, college apps. "probs very saturated though — how to differentiate?" — can minimize "AI" and focus on robustness. connects to the [[tutor-platform|exceptional tutor platform]] as the human side of learning optimization, and to the [[project-designer|project designer]] for curriculum-like project generation.
+
+**spreadsheet evaluation:** originality 7/10, excitement 8/10, MVP 4-8 weeks. competitive landscape: individual features exist across platforms (Anki for spaced repetition, Notion for logs, MIT OCW for content), but no single product combines reflection logs + adaptive 3-question quizzes + OCW path + understanding exports. very ambitious scope acknowledged — MVP should pick one killer feature (e.g. adaptive quizzes on OCW content only), risk of building a mediocre everything. tech depth 5/10, labeled [WRONG FIT] ("broad scope, not a hard technical problem — more product design than engineering").
+
+---
+
+## timeline
+
+- [2025-12-22] learning topics wishlist captured
+- [2025-12-23] full learning suite feature spec, marked as bigprojectidea
+- [2025-12-23] flashcard generation extension
+- [2026-04-01] LMS variant — knowledge graph with class imports
+- [2026-04-10] google sheets evaluation — 7/10 originality, 8/10 excitement, [WRONG FIT] for tech depth