graph TD
A[Input: time-stamped-transcript] --> B[StepExtractorAgent]
B --> C[Skill #223: LLM Analysis]
C --> D[Read Full Transcript]
D --> E[Identify 6 Key Steps]
E --> F[Extract Single Timestamp per Step]
F --> G[Format Results]
G --> H[Output: six-steps-list]
H --> I[Step Title]
H --> J[Step Description]
H --> K[Timestamp HH:MM:SS]
subgraph Output Structure
I
J
K
end