Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

From then on, my CLI world has music and comics, a romantic moment for a science guy! T...

From then on, my CLI world has music and comics, a romantic moment for a science guy! Thanks to Teacher Qiaomu @vista8 and Teacher Baoyu @dotey Now you just need to say in the C...

March 23, 2026 · 1 min read

From then on, my CLI world has music and comics, a romantic moment for a science guy!

Thanks to Teacher Qiaomu @vista8 and Teacher Baoyu @dotey Now you just need to say in the CLI box: "Play "Midian" and use the splash style of baoyu-comic skill to generate pictures that match the lyrics and arrangement." tips: Install the following two skills: NetEase Music: Comic generation: npx skills add jimliu/baoyu-skills Then use baoyu-comic skill

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FORMATTOPICCAPABILITYMARKETcoverscoverssignalssignalsFORMATlongform noteTOPICai workbenchesTOPICtoolingCAPABILITYAI-native workbenchCAPABILITYdeveloper tooling
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  format-long_post["longform note"]
  topic-ai-workbenches["ai workbenches"]
  topic-tooling["tooling"]
  capability-ai-native-workbench["AI-native workbench"]
  capability-developer-tooling["developer tooling"]
  format-long_post -->|covers| topic-ai-workbenches
  format-long_post -->|covers| topic-tooling
  format-long_post -->|signals| capability-ai-native-workbench
  format-long_post -->|signals| capability-developer-tooling

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From then on, my CLI world has music and comics, a romantic moment for a science guy!...THESISFrom then on, my CLIworld has music andcomics, a romanticmoment for a scienceSIGNALFrom then on, my CLIworld has music andcomics, a romanticmoment for a scienceOPERATORThanks to TeacherQiaomu @vista8 andTeacher Baoyu @doteyNow you just need toIMPLICATIONThanks to TeacherQiaomu @vista8 andTeacher Baoyu @doteyNow you just need to
Mermaid outline
flowchart LR
  thesis["From then on, my CLI world has music and comics, a romantic moment for a science guy! Thanks to Teacher Qia..."]
  signal["From then on, my CLI world has music and comics, a romantic moment for a science guy!"]
  operator["Thanks to Teacher Qiaomu @vista8 and Teacher Baoyu @dotey Now you just need to say in the CLI box: \"Play \"M..."]
  implication["Thanks to Teacher Qiaomu @vista8 and Teacher Baoyu @dotey Now you just need to say in the CLI box: \"Play \"M..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

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