Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Teacher Xiangyang’s tips are really great. In the future, you can add pictures to artic...

Teacher Xiangyang’s tips are really great. In the future, you can add pictures to articles for free! This picture is the screenshot I took to illustrate the article! After insta...

January 14, 2026 · 1 min read

Teacher Xiangyang’s tips are really great. In the future, you can add pictures to artic...
Figure 1 / source image

Teacher Xiangyang’s tips are really great.

In the future, you can add pictures to articles for free!

This picture is the screenshot I took to illustrate the article!

After installing the Skill, you can enter the prompt word in this way: "Read the article XXX, and use zimage-skill to generate appropriate pictures and insert them into the article." I feel that there is still a lot of room for optimization, and the current picture quality is a bit rough.

However, it was created after reading the content of the article, so there is no problem in understanding it.

For subsequent optimization, you can refer to Z-Image's official instructions for use, and then optimize the various details of this Skill, such as different styles.

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalssignalsFORMATlongform noteTOPICai workbenchesCAPABILITYAI-native workbenchCAPABILITYevaluation
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-ai-workbenches["ai workbenches"]
  capability-ai-native-workbench["AI-native workbench"]
  capability-evaluation["evaluation"]
  format-long_post -->|covers| topic-ai-workbenches
  format-long_post -->|signals| capability-ai-native-workbench
  format-long_post -->|signals| capability-evaluation

Visual structure

Essay structure map

Built from summary and key paragraph positions

Teacher Xiangyang’s tips are really great. In the future, you can add pictures to art...THESISTeacher Xiangyang’stips are really great.In the future, you canadd pictures toSIGNALTeacher Xiangyang’stips are really great.OPERATORAfter installing theSkill, you can enterthe prompt word inthis way: "Read theIMPLICATIONFor subsequentoptimization, you canrefer to Z-Image'sofficial instructions
Mermaid outline
flowchart LR
  thesis["Teacher Xiangyang’s tips are really great. In the future, you can add pictures to articles for free! This p..."]
  signal["Teacher Xiangyang’s tips are really great."]
  operator["After installing the Skill, you can enter the prompt word in this way: \"Read the article XXX, and use zimag..."]
  implication["For subsequent optimization, you can refer to Z-Image's official instructions for use, and then optimize th..."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

Source: View the original post