SayPro Extract a list of 100 learning or development-related topics using GPT per session

SayPro Smart Topic Extraction Framework

Title: Extracting 100 Learning and Development Topics per Session Using GPT
Prepared by: SayPro Learning Outcome Studies Research Office
Under the Authority of: SayPro Research Royalty (SCRR)

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Overview

To support rapid curriculum development, learner engagement analysis, and thematic alignment with SayPro’s Learning Outcomes, SayPro uses GPT-powered prompt engineering to extract comprehensive lists of 100 learning or development-related topics per session.

This process ensures:

• Scalable content generation across sectors and countries.
• Identification of emerging themes and learner interests.
• Enhanced curriculum mapping and cross-sectoral programme design.

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How the Process Works

✅ Step 1: Input Collection

Each GPT session begins with an input such as:

• Learner feedback (e.g. journals, reflection surveys)
• Training transcripts or facilitator notes
• Open-ended responses from M&E tools
• Sector-based skill frameworks (e.g., youth development, entrepreneurship)

✅ Step 2: GPT Prompt Engineering

Custom prompts are designed for SayPro’s needs:

• “Extract 100 relevant training topics mentioned or implied in this document.”
• “List development themes present in this session, grouped by category.”
• “Identify transferable skills and soft skills emerging from the discussion.”

✅ Step 3: GPT Output and Verification

GPT generates a draft list of 100 topics, which is then:

• Clustered into categories (e.g., digital skills, leadership, community development)
• Checked for duplication, relevance, and alignment with SayPro learning outcomes
• Reviewed by the Learning Outcome Studies team for refinement

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Example Output: 100 Learning or Development Topics (Grouped)

Extracted from a session focused on youth entrepreneurship & digital inclusion

🌍 Life Skills & Personal Development

1. Self-confidence
2. Emotional intelligence
3. Goal setting
4. Resilience
5. Growth mindset
6. Conflict resolution
7. Time management
8. Motivation techniques
9. Self-reflection
10. Communication styles

💼 Entrepreneurship & Business Skills

11. Business idea generation
12. Pitching a business
13. Lean business models
14. Market research
15. Budgeting
16. Financial literacy
17. Costing and pricing
18. Customer segmentation
19. Value proposition
20. Social entrepreneurship

💻 Digital Skills & Technology

21. Basic computer literacy
22. Mobile device usage
23. Online safety
24. Digital collaboration tools
25. E-commerce platforms
26. Creating digital content
27. Social media marketing
28. Introduction to coding
29. Graphic design tools
30. Data management

👥 Leadership & Teamwork

31. Leading small teams
32. Delegation
33. Influencing others
34. Facilitation techniques
35. Inclusive leadership
36. Decision-making
37. Empathy in leadership
38. Volunteer management
39. Conflict mediation
40. Feedback culture

🧠 Cognitive and Critical Thinking

41. Problem-solving
42. Systems thinking
43. Analytical reasoning
44. Questioning techniques
45. Assumption testing
46. Scenario planning
47. Ethical decision-making
48. Reflection models
49. Creative brainstorming
50. SWOT analysis

🌱 Community Development & Civic Engagement

51. Civic responsibility
52. Volunteerism
53. Participatory development
54. Grassroots mobilisation
55. Advocacy skills
56. Gender inclusion
57. Local governance
58. Environmental stewardship
59. Public speaking for advocacy
60. Rights-based programming

🌐 Workplace Readiness & Employability

61. Resume writing
62. Interview skills
63. Professional etiquette
64. Job search strategies
65. Work ethics
66. Productivity tools
67. Career planning
68. Adaptability
69. Networking
70. Remote work readiness

📚 Learning Strategies & Academic Skills

71. Note-taking techniques
72. Study habits
73. Exam preparation
74. Research methods
75. Digital literacy for learning
76. Using AI tools for education
77. Time blocking for study
78. Memory techniques
79. Collaborative learning
80. Lifelong learning mindset

🛠️ Sector-Specific Topics (TVET, Health, Agriculture)

81. Introduction to vocational skills
82. Health awareness (HIV, TB, mental health)
83. First aid basics
84. Urban agriculture techniques
85. Recycling and waste management
86. Water conservation
87. Food security education
88. Renewable energy basics
89. Welding safety
90. Hospitality service skills

💡 Innovation & Future-Readiness

91. Design thinking
92. Innovation hubs
93. Future of work
94. AI and society
95. Internet of Things (IoT)
96. Blockchain basics
97. Digital entrepreneurship
98. Ethical innovation
99. Tech-enabled education
100. Innovation mindsets