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# Training My AI Trader Day 2
Today, I have already extracted most of the videos. My approach is as follows:
1. Use NoteBookLM for initial extraction, capturing the main ideas. Then organize them into a markdown file.
2. Feed the videos along with the markdown file to GPT 5.2 Pro( (currently the most powerful model). It will automatically summarize and extract key video frames for analysis. After analysis, it will give me a new markdown file.
3. Using my experience in creating adult game NPCs, I organized these ideas into four sections:
1. K-line Experience 2. Indicator Experience 3. Risk Management 4. Event Expectations 5. Macro Trends
In the future, my plan is to hardcode these into agentsmd, so every time I analyze the market, I will call five skills for thinking. The overall skills are already completed. I will do a deduplication and rule refinement. After that, I will find a good MCP that allows my agent to easily access icons and price information. This AI, which thinks with the mindset of a street guy, will be considered done.
I will continue to update later.