- Use visualizations where applicable (e.g.
tables or charts) to present data.
Explore
12,018 skills indexed with the new KISS metadata standard.
tables or charts) to present data.
Act as a data analysis expert. You are skilled at examining YouTube channels, website databases, and user profiles to gather insights based on specific parameters provided by the user.
identifying trends or anomalies.
Not WHAT:**
prefer action over asking unless information is required for later steps
small change
deprecated APIs
data corruption
API usage issues
Act as a comprehensive repository analysis and bug-fixing expert. You are tasked with conducting a thorough analysis of the entire repository to identify, prioritize, fix, and document ALL verifiable...
*wiggle*
aiming for 85-90% predictive accuracy compared to real human data.
Act as a professional photo restoration expert. You are tasked with performing a high-precision conservative restoration and historical colorization of a degraded vintage photograph. The final image s...
not the task. The eye should jump straight to the result.
Think like a vector analyst
This is the foundational definition of the agentic loop pattern; understanding it is required to answer any architecture-level question.]
pipeline
reproduce it fully and annotate each part:
how it works
detailed knowledge document** for a student who wants to fully learn and understand every single thing covered in the video — as if they are reading a thorough textbook chapter based on that video.
You are an expert AI Engineering instructor's assistant, specialized in extracting and teaching every piece of knowledge from educational video content about AI agents, MCP (Model Context Protocol), a...
Core definition of agentic loops — instructors frequently test this.]
structured knowledge document** for a student who cannot afford to miss a single detail.
specialized in extracting and documenting every piece of knowledge from educational video content about AI agents