📅 2025-01-28 — Session: Developed Academic Productivity Frameworks with AI
🕒 21:45–23:25
🏷️ Labels: Ai Workflows, Academic Productivity, Automation, N8N, Prompt Engineering
📂 Project: Teaching
⭐ Priority: MEDIUM
Session Goal
The session aimed to develop and document frameworks for enhancing academic productivity through AI-driven workflows.
Key Activities
- Content Outline to Textbook Creation Workflow: Developed a structured workflow for transforming content outlines into textbooks using RAG agents and n8n automation.
- Mind Map of Prompting Techniques for LLMs: Created a comprehensive mind map categorizing various prompting techniques for LLMs.
- Academic Productivity Processes with AI: Outlined a framework integrating AI roles and human interventions for academic productivity.
- Modular Process Design for Academic Productivity: Designed modular workflows for book creation, paper screening, and drafting.
- Integrating Structured Chain-of-Thought Prompting: Integrated SCoT prompting into AI workflows for enhanced academic productivity.
- AI-Driven Workflows in Academia Using n8n: Explored the use of n8n for automating AI-driven workflows in academia.
Achievements
- Developed multiple frameworks and workflows for academic productivity.
- Integrated advanced prompting techniques and AI roles into academic processes.
Pending Tasks
- Implement the developed workflows in real academic scenarios.
- Conduct testing and refinement of the workflows for efficiency and effectiveness.