Five Minutes per Article Once the Idea Exists: Building an AI Publishing Pipeline
Extracting observations from ChatGPT conversations, placing them into templates, and publishing through GitHub and Cloudflare Pages.
The value of this note is in making the underlying judgment criteria visible.
This English edition preserves the central argument of the original Japanese note and restates it as practical context for AI-era work, design, marketing, and knowledge management.
What this note organizes
- Implementation starts with designing the operating flow.
- Automation is useful only when inputs and outputs are structured.
- The note records the practical conditions needed to reproduce the work.
- The implementation becomes a reusable system rather than a one-time task.
How to read it
- Look at the structure behind the topic, not only the surface example.
- Extract reusable criteria that can guide the next decision.
- Keep the note as context that can be referenced by people and AI.
- Use it as a small part of a larger personal knowledge archive.
AI makes general knowledge easier to obtain, so individual context becomes more important.
When anyone can ask AI for a general explanation, the difference comes from the context, constraints, examples, and standards that only the individual or organization has accumulated. This note treats that context as an asset rather than as a temporary memo.
A note becomes useful when it can be reused in articles, AI instructions, and future decisions.
The practical goal is to leave behind more than a record of what happened. A useful note contains the reason for the judgment, the condition under which it applies, and the next place where it can be used.