From Using Claude Wrong to Using It Right: How an Educator Finally Got Master Prompts Working and Spotted a New Side Hustle
Muhsin, an educator with 2.5 years of experience, came to the Mastering Agentic AI workshop curious but lost, unsure whether he was even using Claude correctly. By the end of the session, he had learned to create master prompts, produced a financial monthly statement in 5 minutes, and left with a new perspective, including a potential side hustle he could build with minimum effort.
Industry
Education
Experience
Educator | 2.5 Years Experience
Location
Singapore
Course
Mastering Agentic AI: Klicco Academy, August 2026
The Challenge
Using Claude: But Possibly Doing It Wrong
SOP creation was slow and uncertain: producing Standard Operating Procedures from scratch without a clear AI-assisted framework was time-consuming and resulted in variable quality. Each document required significant manual effort.
Claude was used without a proper framework, without understanding master prompts and effective Claude use, Muhsin was likely leaving most of the tool's capability unused, getting inconsistent outputs rather than reliable, high-quality results.
Financial management was left to manual effort: monthly financial statements had either not been done at all, or done manually without a quick, reliable AI workflow to produce them efficiently.
The broader uncertainty: if he was using Claude wrongly, what was he missing? The workshop answered that question with specificity, not just theoretically, but through live application.
The Solution
Mastering Agentic AI: Klicco Academy
Master Prompts Built and Understood
Muhsin learned how to create master prompts: the foundational framework that makes Claude output consistent, reliable, and aligned with specific professional needs.
Correct Claude Use: Finally Established
The specific uncertainty Muhsin came with, am I doing this right?, was resolved. He left knowing how to use Claude the proper way, with a framework applicable across all his educator tasks.
Finance Monthly Statement: 5 Minutes
A task never done before, or previously done manually with significant effort, was completed in 5 minutes, demonstrating the practical speed of properly deployed Claude.
Side Hustle Opportunity Identified
An unexpected outcome: the workshop opened Muhsin's thinking to a new side hustle he could build with minimum effort, demonstrating that AI fluency creates opportunities beyond the immediate role.
Project Timeline
Before Workshop
2.5 years as educator; curious but lost on AI; SOPs slow and uncertain; finance statements manual or never done
August 2026
Attended the full-day hands-on Mastering Agentic AI workshop facilitated by Abdul Adzhim at Klicco Academy, Singapore
During Session
Learned master prompts; produced finance monthly statement in 5 minutes; identified SOP creation framework
Post-Workshop
~5 hours per week identified for recovery; new side hustle idea sparked from AI fluency
The Results
Numbers That Matter
5 min
Finance Monthly Statement (never done before)
5 hrs/wk
Time Identified for Recovery
Master Prompts
Built and Working
Side Hustle
New Opportunity Identified
"Before today I was not sure how to use Claude or was using it wrongly. Now I know how to use it the proper way. A lot of things can be automated, and it opened up ideas to start a new side hustle with minimum effort."
Muhsin, Educator | 2.5 Years Experience · Mastering Agentic AI, Klicco Academy · August 2026
Technology Stack
Not sure if you're using Claude correctly? Let's fix that.
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