Note-Taking Pipeline
Student Official v1.1.26Structured note-taking and knowledge synthesis from lectures, readings, and seminars
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Note-Taking Pipeline
End-to-end workflow for structured note-taking, knowledge linking, and synthesis from lectures, readings, and seminars
Content Distillation
Transforms raw, unstructured academic content into clean, organized notes using evidence-based note-taking methods
Knowledge Linking
Identifies and maps connections between concepts across multiple notes, readings, and sources to build an interconnected knowledge graph
Spaced Repetition Design
Designs effective flashcards and retrieval practice materials using evidence-based spaced repetition and active recall principles
Concept Map Builder
Builds a concept map linking ideas across multiple sources to reveal connections and gaps
Flashcard Generator
Spaced-repetition-aware flashcard generator — creates Bloom's-taxonomy-tagged cards with difficulty levels for scheduled review
Lecture Note Structurer
Structures raw lecture notes into an organized, searchable format using the Cornell or outline method
Reading Note Extractor
Extracts key arguments, evidence, and questions from academic readings into structured notes
Weekly Knowledge Synthesiser
Synthesizes a week's notes into a consolidated knowledge summary highlighting themes, connections, and gaps
Note-Taking Methods Reference
Reference guide to evidence-based note-taking methods including Cornell, Zettelkasten, outline, and mind mapping
Effective Note-Taking Guide
Guide to building a personal knowledge management system as a student
Weekly Synthesis Template
Reusable template for consolidating a week's notes into a knowledge summary
Requirements 1 service, 2 data types
- LLM Service
- lecture content
- academic sources
Security Passed
Detected
- Services: llm-service
- Permissions:
- Data Handling:
Version history 18 releases
GH#845 — republish with American English (en-US) content, completing the source-only GH#805 flip that never reached the Hub. Copy only — no functional or behaviour change.
GH#745 — declare per-step `output: {name, type}` on every execution step (structured_notes/text, concept_map/text, flashcards/list, notes/text, cornell_notes/text, weekly_synthesis/text, polished_notes/text). Lights up the #744 rich flow-map. Content-only; no bindings or logic changes.
GH#645 Row 3b — migrate to K-037 dep-referenced schema. Strip 6 inline shared-content files and declare 6 hub-shared deps (UUID id + slug name + version + checksum from `gen-dep-checksums.mjs`). Closes pre-Step-3 inline-vendoring for this bundle.
Wave 2: re-signed with canonical engine signing pipeline.
Signature fix — RELEASE_NOTES.md now included in integrity checksum.
Initial catalogue release with full structural and content-quality validation. All scanner checks pass.
Release notes unavailable for this version.
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