Agent Starter Kit $25
Run your work on AI agents the way an agency does.
The Agent Starter Kit is a method and template set for turning any capable AI agent into a persistent operating system: organised skills, a memory that survives across sessions, and a toolkit index that keeps every method one lookup away. It is the same architecture that runs NexBDM daily, including the system behind a 2,879-node self-updating knowledge graph.
What it is
Most people use an AI agent like a search box: ask, get an answer, lose the context, start again tomorrow. That does not compound. This kit teaches the alternative: an agent operating system where every tool is one click away, every decision is remembered, and every method is written down once and reused forever.
It is a method and a set of templates, not software. You bring the agent (any capable coding or task agent that can read and write files, such as Claude Code or a similar tool). The kit brings the structure around it: the folder system, the memory format, the skill format, and the intent-keyed toolkit index.
Setup takes about half a day, once. After that the system maintains itself: the agent writes its own memories, recalls them automatically, and gets faster every week.
What is inside
The method guide
The full system, start to finish: operating system, memory, toolkit index, and the information-gain method.
Memory-file template
The exact format for a single persistent memory your agent writes and recalls.
Skill template
The format for a reusable method your agent can run on demand.
Toolkit-index template
The intent-keyed map that keeps every tool and method one lookup away.
Setup checklist
The half-day run sheet, tick as you go.
Licence
Single-user commercial licence. You own your outputs.
What you walk away with
- ·An agent that remembers decisions, preferences, and project state across days and projects.
- ·A single organised home for your tools, methods, and workflows instead of a scattered pile of chats.
- ·Output that is genuinely yours: the information-gain method for beating generic AI text.
- ·A system that compounds: every future session starts faster than the last.
Who it is for
- ·Solo operators and freelancers who live in an AI agent daily and want it to compound.
- ·Agency owners who want one repeatable system across client work.
- ·Anyone using Claude Code or a similar file-capable agent as their main work tool.
You need
- ·An AI agent you already use that can read and write files (Claude Code or any capable equivalent).
- ·About half a day to set the system up once.
Where it comes from
This is the architecture that runs NexBDM, a South African AI automation partner, every single day. The same memory-and-skills system maintains a 2,879-node self-updating knowledge graph of the whole business. Nothing in the kit is theoretical: it is the production setup with the client-specific parts stripped out.
Frequently asked questions
What exactly is an AI agent starter kit?
A method and template set for structuring how you work with an AI agent: one organised operating system, a persistent memory system the agent maintains itself, a reusable skill format, and an intent-keyed toolkit index. It turns a stateless chat tool into a system that compounds.
Do I need Claude Code specifically?
No. The kit works with any capable agent that can read and write files. Claude Code is a natural fit, but the method is tool-agnostic by design: the operating system, memory format, and toolkit index work the same in any equivalent agent.
Is this software or prompts I paste once?
Neither. It is a documented method plus the templates to implement it. It does not include, resell, or replace your agent tool. You are buying the structure that makes every future session faster, not a one-off prompt pack.
How is an agent memory system different from chat history?
Chat history is a transcript that gets lost or truncated. A memory system is a set of small, structured files the agent writes when it learns something and recalls when relevant: decisions, preferences, project state, and lessons. It survives across sessions, projects, and even different agent tools.
How long does setup take?
About half a day, once. The kit includes a run-sheet checklist. After setup the system maintains itself: the agent updates its own memories and index as you work.
Can I use it for client work?
Each kit comes with a single-user commercial licence. You own everything you build with it, including work you deliver to paying clients. The only restriction is that you cannot resell or redistribute the kit itself.
What if it is not for me?
Every kit carries a 7-day full refund, and you keep the assets. If it is not for you, you get your money back and keep everything you downloaded, no questions asked.
Agent Starter Kit $25
Instant download on Gumroad. 7-day full refund, keep the assets.