From Chat to Agent · Learn Fast

From chat to agent builder. Four sequences, one step at a time.

Most people stop at chat: ask, copy, paste, and ask again. Here’s the path to build agents that work for you: first the terminal, then your own Jarvis, then a task queue, and finally social media on autopilot. Each sequence includes a course, an open project, a video, and exercises. Everything is open and free.

4 sequences, 23 hands-on exercises, and a series of 5 videos.

01 · The 4 sequences

From chat to system, in four steps.

In chat, you’re the driver the whole time, and when you close the window, the work stops. An agent reads your files, performs tasks, and keeps working while you do something else. The shift isn’t learning a new model: it’s changing your place.

No miracles. There’s no “render while you sleep” if the system isn’t running properly. Skip sequence 1 and you’ll get stuck on the other three: folders, the terminal, and simple commands are the foundation for everything that follows.

02 · Where to start

Choose based on where you are now.

You todayStart with
I only use chat (ChatGPT, Claude, Gemini)OSWork Quick and the sequence 1 exercises.
I already use the terminal and Claude Code or CodexInstall your Jarvis: INTELECTO and the course.
I already have an assistant runningBuild the queue: inemaccbot, starting with the homemade queue.
I already have a queue and want to publishr7e and the finviral as a template for your niche’s channel.

03 · Sequence 1

OSWork: from chat to the terminal.

The terminal is just another window. With six commands, you can move through your folders; with an AGENTS.md the agent knows who you are and what it can do; with Git, you can undo any mistake. You give it a task, check the result, and decide: that’s management.

04 · Sequence 2

Create your Jarvis with INTELECTO.

A personal assistant written from scratch in Python, intentionally small: it talks to you through Telegram, remembers conversations, and uses a cloud model (OpenRouter) or a local one (Ollama). You stop opening a website to chat: the assistant is yours.

Want to see all the personal assistant systems? The JARVIS section brings together the ones ready to install.

05 · Sequence 3

Queues: send ten tasks and go to sleep.

An agent working alone does one thing at a time, and only while you watch. The inemaccbot is a Telegram bot with a durable queue: each request becomes a saved task that resumes if it goes down, and workflows stop at a human approval gate before what matters. Transcription, dubbing, explainer videos, courses, and reels become queued tasks.

06 · Sequence 4

Social media on autopilot: your niche's viral channel.

The r7e builds the reel in seven trigger-based steps. The promoavatar makes promotional videos with an avatar for each audience. The xviral (finviral, saudeviral, advviral) watch what the biggest names in the niche have posted, check every number, and publish on their own, with the source on screen. The engine is the same; only the topic changes.

Create your own: swap out the reference channels and niche rules (real estate, agriculture, education, beauty…). The 6 exercises in Sequence 4 take you from a reel on paper to a schedule with a gate.

07 · Extra exercises

The fastest way to learn is to do it right after you watch.

The jornada-agentes repository has 23 hands-on exercises, no more than six per sequence, each with a done when: move on to the next one only when it’s true. Includes a homemade queue in 30 lines, so you can understand the idea of a queue before installing the bot.

08 · Videos

Watch before each sequence.

The “From chat to agent” series (one overview video and one for each sequence) is in production and will be released on the INEMA FTDchannel. In the meantime, these are already available:

New videos in the series will appear here as soon as they’re published.

09 · In Events

Areas for each step.

10 · Get started now

Leave the chat today: open the terminal and create your first folder.

You don’t need to know how to code. You need a computer, a Claude or ChatGPT subscription, and to do the exercises in order.

Sequence 1 · free

OSWork Quick

From chat to an agent working in your folder.

Open the course →
Practice · 23 exercises

Agent journey

The exercises from all four sequences, with “done when” criteria.

Open the guide →
Sequence 2 · open

INTELECTO

Your Jarvis on Telegram.

Open →

Stuck on an exercise? Join the Telegram groups or check out the community at INEMA.PRO. The courses from INEMA.CLUB are open and free.