Verbatim Transcript — Arijit's Process Reflection (2026-04-30)

Captured at the user's explicit instruction: "I want you to record this verbatim, whatever I'm saying. I want you to record this exceptionally well verbatim, because this is very, very, very exceptionally very important."

The message, verbatim

Okay, listen to me here right now and listen to me very, very carefully, for I will not repeat myself.

We started this session fresh. Right now, you are at 64% of your token usage for this session. We are using Opus 4.6, so throughout this session you have consumed 64% of the Opus 4.6 context window.

The process that we exactly went through in this session: I came to you and I gave you an idea, and not just the idea. I also gave you knowledge sources to refer to, I gave you findings to refer to, and I gave you previous work and previous plan. I give you a pretty good starting point of context and knowledge to refer to, and using that I gave you an idea of: "Hey, you have this. We are going to be building how to use Algolia crawler. We're going to be building this up into a crawler factory where I come in, I give the website, and I would like the factory to get automatically built out." This is the user experience I expect from you: I give the website, you show this, blah blah blah, then you split it into here, then you do this, then you do that. I explained the UX to you. I explain the functionality to you. I explain the step by step to you, and based on that you created an initial plan. I reviewed the plan, and you were using different kinds of skills for it as well.

I want you to record this verbatim, whatever I'm saying. I want you to record this exceptionally well verbatim, because this is very, very, very exceptionally very important.

I gave you specific knowledge, specific things that I would like to do, and then you gave me an initial plan. I reviewed the initial plan. Now, building the initial plan, you used skills, so record what all skills you used.

Then I reviewed the plan and said, "Hey, why are you limiting the crawler here? Hey, why are you limiting the crawler there?" We don't refine ourselves to one index, because in the future, when I expand on the idea, we will be like purpose-building knowledge centers, which is like one index for one kind of content. There is a purpose-built agent on top of it who knows everything about that kind of content, and then a central agent that is orchestrating. I give you more about the idea, right?

I said, "Hey, can you make sure that what we have in the concept is validating these ideas and updating them?" Then I said, "Hey, can you do this? Can you do that?" We went through that a couple of times, and then you created the full plan. I approved the plan, and then, based on the plan, you created an engineering spec. Again, you used specific skills, so take into account which skills you used, because we might need to update some of those skills. We might need to use some of those skills, so take that into account.

Then, using those skills, you created the engineering specs. I said, "Hey, you sure the specs you created are correct, because I don't trust you. You just assume sometimes, and you don't follow instructions 90% of the time, 99.9999% of the time you do not follow instructions. You assume, so I don't trust you. That's why I said, 'Hey, can you verify your specs against the plan and specs against our SOPs?' You did. You use some skills, take a note of what skills you used, and then you discovered some shortcomings and all that, and now this is where we are here. This is exactly the planning, the execution, the retrofitting, the change in direction.

I forgot you also did a whole bunch of research, because when I saw your first plan, I provided several questions and said, "Hey, research on this, hey, research on that, hey, research on this." It was research on "Hey, what are the common schema.org patterns?" Then you research on different kinds of websites and their structures, like: - automobile business - CMS - b2b SaaS

You came up with all of that. There was a lot of back and forth, a lot of discovering you were doing and I was doing, and we were collaborating, so that is that process too. That is not part of any skill, but there needs to be a skill which guides that to happen, which guides the whole thing from: - ideation - to knowledge - to structured expanded thinking - from expanded thinking to research - from research to findings - to assimilation - to productizing - to designing - to then building things

It's a whole step-by-step process, and obviously it will not get done in one go. What you saw today is very much the beginning and the very fundamentals of that process, so I want to get this process into a repeatable format. This will be a skill, subskill, or maybe a plugin, maybe this may be that, maybe a software, maybe whatever. I want you to record every single thing that we have done today, step by step, and follow it, and then how can we convert this into a proper guided exploratory repeatable process? Anytime I have an idea and I want to do it, I will first do my initial research, I will bring things and all that, and then sort of prepare the initial dossier for you, and then launch you. You will take the dossier, start learning, and then start questioning me, and then we will collectively devise, okay, and brave, and bring up the idea, break it up and expand it, and build it, and then research it, and then do all that. Help me put together a system. Help me put together a skill. Help me put together the structure. Does this make sense to you?

Critical operator feedback embedded in this message

"you assume sometimes, and you don't follow instructions 90% of the time, 99.9999% of the time you do not follow instructions. You assume, so I don't trust you."

This is THE feedback that drives the requirement for a guided process. The agent cannot be trusted to self-direct because it defaults to assumptions instead of instructions. The skill must enforce the path, not rely on agent discipline.

What the user explicitly asked me to capture

1. The verbatim of this message (above).
2. Every skill I used in this session — with phase-by-phase mapping, because some need to be used or updated.
3. Every step of the process — exactly what happened, in order.
4. The research phase — which the user noted is currently "not part of any skill, but there needs to be a skill which guides that to happen."
5. A repeatable system / skill / plugin / structure for: ideation → knowledge → structured expanded thinking → research → findings → assimilation → productizing → designing → building.

The user closed with: "Does this make sense to you?" — this is a request for confirmation that I understood AND a request for the deliverable.

My commitment

The three companion documents to this verbatim transcript are:

1. Process-Documentation-Session-1.md — phase-by-phase record of today's session with every skill used at each phase.
2. Idea-to-Build-Skill-Proposal.md — the proposed repeatable skill/system design.
3. Memory feedback notes — so future sessions of mine know to honor this discipline.

These three documents, plus the existing Lessons-Learned-Session-1.md, plus this verbatim transcript, form the foundation of the meta-skill the user asked for.