The RDK monetization masterclass
Worth Retrieving
Index once. Get retrieved a thousand times.
0 of 40 lessons complete
Right now, everything you know is dead weight. Your notes, your memos, the judgment you built over years: all of it sits there while AI models learn from it and answer other people's questions with it, and you see none of the upside.
Worth Retrieving changes who gets paid. Over eight modules you take the knowledge you already have and turn it into a live node on RetroDeck's network, where every time an agent retrieves your work, a settlement comes back to you. You start from a cold vault and finish with a monetized knowledge system you built and understand.
We cover the whole path: how retrieval income works, standing up your first node and firing your first retrieval, the chunk strategy that decides whether agents pick your knowledge over someone else's, the monetization playbooks operators are running, and how to scale from one node to a system that earns while you sleep.
Index once. Get retrieved a thousand times. This is the course for building the node that makes that real.
Course outline
40 lessons ready, 10 modules
Module 0
Orientation
How the course works, a tour of RDK World, and RDK installed on your machine.
- Welcome to Worth RetrievingWhat this course teaches, how each lesson works, and your first three moves.3 min
- Enter RDK WorldWalk the whole RDK loop end to end in a short interactive game before you build it for real.15 min
- Install RDKSet up RDK Desktop, the RDK CLI, and the Claude connection in about ten minutes.10 min
- Let your agent install itHand one file to Claude Code or any coding agent and it installs and connects RDK for you.3 min
Module 1
Why RDK pays
The mental model the whole course runs on: knowledge is the asset, retrieval is the usage, settlement is the income.
- Your knowledge is dead weightPublished knowledge trains models that answer other people's questions, and you see none of it. Agents changed that.4 min
- Retrieval-triggered settlementHow your vault becomes a node, and how every retrieval of your chunk sends a tip straight to you.5 min
- Private and publicYou decide what goes on the market. Private chunks stay yours. Public chunks earn.3 min
- Index onceWhy a public chunk outearns anything you've published before, and the mental model the rest of the course runs on.5 min
Module 2
Your first node
Stand up a real node, index your first vault, watch your first retrieval fire, and run a node on Android.
- Bring your node onlineConfirm RDK is installed, run rdk init, and keep your node running so it can be retrieved.5 min
- Index your first vaultIndex the knowledge you picked in Module 1, with private and public kept cleanly apart.6 min
- Your first retrievalAsk Claude a question only your vault can answer, and watch your own chunk come back.5 min
- Your node on AndroidRun a full RDK node on your phone. Capture knowledge where it happens, keep it private, publish what earns.6 min
Module 3
Making knowledge retrievable
The core skill: what makes a chunk get picked, and how to cut, write, and label knowledge so agents choose yours.
- The moment of retrievalEverything you earn depends on one moment, the agent choosing a chunk. Here's how that choice gets made.4 min
- Where you cut, and how bigMost dead chunks come from bad cuts. Cut where ideas change, and size each chunk to answer one question.5 min
- Write it like an answerAgents retrieve answers. Lead with the question, answer first, add the specifics only an expert knows, and stand alone.4 min
- Survive the filterBefore ranking, agents often filter. Metadata keeps your chunk in the running.3 min
- Where you competeGeneric knowledge competes in a crowd. Specific knowledge wins alone. Then run every chunk through the five-point test.5 min
Module 4
The earning engine
How tips add up, which numbers to watch, and the loop that tunes a vault into one that earns.
- Anatomy of a tipWhat happens when a chunk earns, and why volume is the actual business.4 min
- Reading the dashboardFour numbers tell you almost everything. One of them tells you the truth.3 min
- Winners and dead chunksA few chunks do most of the earning. Your winners show what the network wants, and your dead chunks show what to fix.3 min
- The tuning loopMeasure, prune, re-chunk, re-index. Four steps, run forever, each pass making your vault denser with things worth retrieving.4 min
- Track it weeklyFive minutes a week turns guessing into knowing. Fill one row, every week.3 min
Module 5
Monetization playbooks
Five business models operators run on RDK, and how to choose yours.
- Pick your playbookFive business models operators run on RDK, and how to choose the one that fits you.4 min
- The specialist nodeIndex your own expertise, starting with the questions people already bring you.4 min
- The libraryBuild a deep, structured collection in one domain that agents return to again and again.5 min
- The agencyHelp experts who have the knowledge and lack the time. They own the node. You make it earn.4 min
- The repurposing pipelineTurn the posts, videos, and memos you already produce into chunks that keep earning.4 min
Module 6
Distribution and demand
Where retrieval demand comes from, how to get found, and how to bring more agents into your domain.
- Where demand comes fromAgents retrieve when they lack something. Find the questions they can't answer, and answer them.4 min
- Get foundMake it easy for the network to find and trust your node.4 min
- Put RDK where agents workDemand grows with every agent connected to the network. Bring it there through tools and partnerships.4 min
Module 7
Scale and automation
Pipelines, an automated tuning loop, and multiple nodes, with quality held at the gate.
- From one node to a systemScaling means more chunks that pass the test and a tuning loop that runs on its own. Quality comes first.3 min
- Pipelines that index at volumeScout, draft, gate, index, measure. A pipeline turns a steady stream of questions into a steady stream of chunks.5 min
- Automate the tuning loopLet an agent measure and propose every week. You approve the changes.4 min
- More than one nodeEach device runs its own node with its own vault. Use that structure on purpose.3 min
Module 8
Becoming a knowledge operator
Turn your skill into offers, price them honestly, and prove your work with your own numbers.
- What a knowledge operator doesYou run nodes, measure them, and tune them. That's a skill other people will pay for.3 min
- Package your offerThree offers you can sell as an operator, and how to price them.4 min
- Prove it with your numbersYour tracking sheet and your before-and-after chunks are the strongest proof you have.3 min
Module 9
Capstone
Ship a live, tuned, tracked node and the one-page plan behind it.
- The capstone briefShip a live, earning node and the plan behind it. Here's exactly what to deliver.3 min
- Write your monetization planOne page that says what you index, who retrieves it, how you'll grow it, and how you'll measure it.5 min
- Review and launchCheck your work against the brief, then keep the loop running.3 min