How to Use Hyperframe Lessons

A hyperframe is a written, frame-by-frame storyboard of a video lesson. Anthropic's courses are video-first; this course re-renders each video as a sequence of frames you can read, pause on, and quiz yourself against — so the lesson sticks even when you can't watch, and so you have a searchable, linkable record in the vault.

The study loop (do this for every course)

Watch the official Anthropic video for the module (linked at the top of each course file).
Read the matching hyperframes here. Each frame is one pausable idea.
Checkpoint at the end of each frame — answer it out loud before moving on.
Build the course's starter project in course/projects/ — this is non-negotiable; reading without building does not transfer.
Journal what clicked and what didn't in your learning journal.
Tick the course off in progress.

Rule of thumb: if you can't teach the frame to a rubber duck and you haven't built the project, you haven't learned it.

Anatomy of a hyperframe

Every course file is a sequence of Modules, and every module is a sequence of Frames. A frame looks like this:

🎞 Frame N · <Frame title> · ⏱ ~2 min

🎬 Scene — what the video shows / says at this moment, in one or two sentences.

🧠 Concept — the single idea this frame teaches.

🖼 On screen — the diagram, code snippet, or example you'd see. (We render it as a code block, table, or Mermaid diagram.)

✅ Checkpoint — a question or 30-second micro-task. Don't continue until you can answer it.

That's the whole grammar. A "frame" maps to roughly 1–3 minutes of video or one slide.

Frame icons (so you can skim)

Icon	Means
🎬	Scene / narration
🧠	Core concept
🖼	Visual: diagram, code, table
✅	Checkpoint (answer before moving on)
🛠	Hands-on / try-it-now
⚠️	Common mistake / gotcha
🔗	Link to a deeper vault note

Course file structure

Each file in course/courses/ follows this skeleton:

# <Course Name>  (mirrors: <Anthropic course> )

> Audience · Time · Prereqs · Official video link · Backing vault notes

## Learning objectives        ← what you'll be able to do
## Module 1 — <name>
   🎞 Frame 1 … 🎞 Frame 2 …
## Module 2 — <name>
   …
## 🛠 Project                  ← the starter project that enforces this course
## 🧪 Self-check quiz          ← 5–10 questions, answers at the bottom
## 🎓 Certificate criteria     ← what "done" means for this course
## 🔗 Sources & deeper notes

How fast should I go?

One course per study session is a healthy pace (45–90 min including the project).
The whole course is ~3–6 weeks at one session/day, faster if you binge.
Speed is not the point. The project for each course is the point — it's the evidence you learned it.