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Note-Taking Pipeline

Student Official v1.1.14

Structured note-taking and knowledge synthesis from lectures, readings, and seminars

by skrptiq

note-taking knowledge-management study revision cornell-method spaced-repetition
workflow Updated 11 May 2026 18 nodes

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What's included 18 nodes
1 workflow 5 skills 7 prompts 1 service 1 source 1 document 2 assets
workflow (1)

Note-Taking Pipeline

End-to-end workflow for structured note-taking, knowledge linking, and synthesis from lectures, readings, and seminars

skills (5)

Content Distillation

Transforms raw, unstructured academic content into clean, organised 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

Language Polish

Spelling, grammar, punctuation, sentence clarity, and minor wording cleanup

Note-Taking

Transforms lecture content and readings into structured, retrievable notes

Spaced Repetition Design

Designs effective flashcards and retrieval practice materials using evidence-based spaced repetition and active recall principles

prompts (7)

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 organised, searchable format using the Cornell or outline method

Polish Language

Corrects spelling, grammar, punctuation, and improves sentence clarity

Reading Note Extractor

Extracts key arguments, evidence, and questions from academic readings into structured notes

Take Notes

Core prompt for structuring study notes

Weekly Knowledge Synthesiser

Synthesises a week's notes into a consolidated knowledge summary highlighting themes, connections, and gaps

service (1)

LLM Service

Language model service for analysis, synthesis, and document generation

source (1)

Note-Taking Methods Reference

Reference guide to evidence-based note-taking methods including Cornell, Zettelkasten, outline, and mind mapping

document (1)

Effective Note-Taking Guide

Guide to building a personal knowledge management system as a student

assets (2)

Cornell Notes Template

Reusable template for structuring lecture and reading notes using the Cornell method

Weekly Synthesis Template

Reusable template for consolidating a week's notes into a knowledge summary

Requirements 1 service, 2 data types
Services
  • LLM Service
Data Handling
  • lecture content
  • academic sources
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Version history 9 releases
v1.1.14 latest 11 May 2026

Automated release v1.1.14

v1.1.13 27 April 2026

Automated release v1.1.13

v1.1.12 25 April 2026

Automated release v1.1.12

v1.1.11 18 April 2026

Automated release v1.1.11

v1.1.10 16 April 2026

Automated release v1.1.10

v1.1.9 16 April 2026

Automated release v1.1.9

v1.1.8 14 April 2026

Automated release v1.1.8

v1.1.7 13 April 2026

Automated release v1.1.7

v1.0.0 29 March 2026

Automated release v1.0.0

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