@ tangjinzhou Teacher Tang Niu Piao!

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Mermaid outline

flowchart LR
  format-thread["thread digest"]
  topic-agentic-devtools["agentic devtools"]
  format-thread -->|covers| topic-agentic-devtools

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Built from summary and key paragraph positions

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flowchart LR
  thesis["@ tangjinzhou Teacher Tang Niu Piao!"]
  signal["@ tangjinzhou Teacher Tang Niu Piao!"]
  operator["@ tangjinzhou Teacher Tang Niu Piao!"]
  implication["@ tangjinzhou Teacher Tang Niu Piao!"]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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