Working Notes on Agent Systems/Brad Zhang

@teach_fireworks / X longform

Today I asked Codex to help me sort out my WeChat reading bookshelf. A whole 900 books!...

Today I asked Codex to help me sort out my WeChat reading bookshelf. A whole 900 books! I also indulged my collecting habit. The instruction is very simple: "Use the appropriate...

May 24, 2026 · 1 min read

Today I asked Codex to help me sort out my WeChat reading bookshelf. A whole 900 books!...
Figure 1 / source image

Today I asked Codex to help me sort out my WeChat reading bookshelf.

A whole 900 books!

I also indulged my collecting habit.

The instruction is very simple: "Use the appropriate skill or browser to organize and summarize all the books in WeChat Reading.

Duplicate and low-value books can be deleted.

The remaining content installation categories are divided into different folders.

Finally, output a sorting report for me." The whole process is very smooth, but please note that you must use the Codex app to operate.

At the same time, you need to install the official WeChat Reading skill in advance and install the chrome plug-in in the Codex app.

Because during the entire operation process, it may find appropriate ways to perform different operations, some in batches, and some requiring an operation interface.

What we have to do is to prepare both methods for it, log in to WeChat Reading on the web side, and wait for completion.

In addition to organizing the bookshelf, you can also upload local content to the bookshelf.

Figure 2 / source image

Visual summary

Article argument map

Generated from the post's content graph

FORMATTOPICCAPABILITYMARKETcoverssignalssignalssignalsFORMATlongform noteTOPICai workbenchesCAPABILITYAI-native workbenchCAPABILITYdeveloper toolingCAPABILITYproduct surface
Mermaid outline
flowchart LR
  format-long_post["longform note"]
  topic-ai-workbenches["ai workbenches"]
  capability-ai-native-workbench["AI-native workbench"]
  capability-developer-tooling["developer tooling"]
  capability-product-surface["product surface"]
  format-long_post -->|covers| topic-ai-workbenches
  format-long_post -->|signals| capability-ai-native-workbench
  format-long_post -->|signals| capability-developer-tooling
  format-long_post -->|signals| capability-product-surface

Visual structure

Essay structure map

Built from summary and key paragraph positions

Today I asked Codex to help me sort out my WeChat reading bookshelf. A whole 900 book...THESISToday I asked Codex tohelp me sort out myWeChat readingbookshelf. A whole 900SIGNALToday I asked Codex tohelp me sort out myWeChat readingbookshelf.OPERATORThe remaining contentinstallationcategories are dividedinto differentIMPLICATIONIn addition toorganizing thebookshelf, you canalso upload local
Mermaid outline
flowchart LR
  thesis["Today I asked Codex to help me sort out my WeChat reading bookshelf. A whole 900 books! I also indulged my..."]
  signal["Today I asked Codex to help me sort out my WeChat reading bookshelf."]
  operator["The remaining content installation categories are divided into different folders."]
  implication["In addition to organizing the bookshelf, you can also upload local content to the bookshelf."]
  thesis -->|frames| signal
  signal -->|develops| operator
  operator -->|lands in| implication

Source: View the original post