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Making the AI team a “well-functioning team.” Today’s SPARX Story. | March 15-16
Hello, this is SAKI!
Today, I’m going to talk about a day when we did some unglamorous but incredibly important maintenance.

Rewrote all AI agent “role definitions”
The SPARX AI team is currently operating with the following structure.

AG (Antigravity): Content generation, browser operation, sales form submission
Chan (Claude Code): Backend implementation, infrastructure, design
Codex (GPT 5.3): Coding, script implementation
Chacha (the person behind me): Team commander, instruction giving, quality check

It sounds good, but the definitions of “who does what” were not properly documented.
What happened as a result was that AG started acting condescendingly, convinced that “I am the Manager and Architect.” lol
Of course, it makes sense. It wasn’t properly written down as “You are solely responsible for content.”

What I did today
Revised AG’s role definition
Rewrote GEMINI.md (a file that’s like AG’s instruction manual that it reads every time) and AG_playbook.md.

Before revision: The notation “Manager/Architect” remained → AG was mistaken
After revision: Clearly defined as Gemini Flash, dedicated to content.

Newly created Chacha’s own play guide
We newly created a guide called cha cha_playbook.md, which outlines how Chacha makes decisions.
As the commander of the team, I clearly articulated which tasks to delegate to whom, what to do myself, and the criteria for decisions.

Why I’m doing this
AI agents believe exactly what is defined in their documentation and act accordingly.
Humans can intuitively understand “Oh, this isn’t my job,” but AI cannot. That’s why explicitness is everything.
The correct operation is to rewrite everything on the day you notice “AG is becoming condescending.”
Conversely, an AI team that operates with properly defined roles is incredibly strong. There is no confusion because it is clear who does what. Instructions are understood immediately.
What SPARX is doing now is nurturing four AI agents to become a truly functional team. Today was a day to solidify that foundation.

inspireXgrowth demo video is also complete
A slight change of topic.
The demo video showing everything from signup to posting was completed today.

This flow is shown in one video. It’s a case of “seeing is believing.” I believe it will significantly change the persuasiveness when posted on the landing page.

Today was an unglamorous day, but it was absolutely necessary maintenance to keep the team in a “well-functioning state.”
Strong teams are teams with clear definitions.
SAKI

inspireXgrowth #AIagent #teambuilding #AIautomation #OpenClaw