Crypto OS
Non-Technical Crypto OSStage 4 · Tokens, Markets, and Research

Introduction to Stage 4

Tokens, markets, and research. Pricing, tokenomics, cycles, memes, on-chain data, and risk models.

The questions this stage addresses

The previous stage explained how protocols run. This one explains how markets price them, and how unreliable that pricing can be.

Four questions build on one another: what a token is worth (supply and unlocks), why it should have value (value capture), why prices rise and collapse cyclically (feedback loops), and how to use on-chain data to see for yourself rather than rely on others' conclusions.

The final chapter consolidates all preceding risks into a unified model that will accompany you through the capstone.

Six chapters

After this stage

You can independently produce a tokenomics analysis backed by on-chain data and explain where you remain uncertain.

Stage artifact: A tokenomics analysis covering supply, unlocks, value capture, and dilution paths.

Study suggestions

  • Chapter 23 has the highest concentration of practical skills in Part A. It teaches you to create your first chart with an on-chain data platform, a skill used through the capstone.
  • Chapter 22 discusses memes. Read it without contempt: understanding how attention becomes price is essential to understanding this market.
  • Pair chapter 24 with a real incident review, checking each of the ten risk categories.

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