Fixed income, explained by Claude (and me)
I'm prepping for the CFA Level 1 in November 2026.
Fixed Income is one of the heavier topics (11-14% of the exam). And, as much as I respect their work, Kaplan Schweser doesn't write compellingly.
So I built 19 study guides (see below).
How I made them
A skill, in Claude Code, is a reusable workflow with its own instructions, templates, and reference files.
I run a command (/cfa-concept-learner) pointed at a Schweser URL, and Claude follows the same procedure every time. The skill enforces a few non-negotiable rules I converged on when writing How to pass the CFA Level 1 in one go.
- One throughline question per reading. Every guide opens with a single concrete question that the entire reading exists to answer.
- Triage by difficulty. Green concepts (intuitive) get a few sentences. Yellow (new mental model) gets a full walkthrough plus an analogy. Red (abstract or mathematical) gets multiple angles, analogies, interactive visuals, etc.
- Predict-before-reveal on every interactive. Every calculator and slider has a named question above it ("What happens to bond price as YTM rises above the coupon rate?") and a hidden "predict first" prompt.
- Retrieval gates between concepts. Each major section ends with 2β3 short questions answered from memory, hidden behind a "Check yourself" reveal. Thanks Roediger & Karpicke.
- Coherence rule. Anything not traceable to a Learning Outcome Statement gets cut. The test for every chunk of content: if I deleted this, would the reader fail any LOS-aligned exam question?
The guides
Fixed Income β Combined Study Guide
19 readings Β· CFA Level 1 Β· Made with /cfa-concept-learner
Pick a reading from the sidebar or one of the cards below. Each reading opens in the panel on the right β calculators, charts, retrieval gates, and reveal buttons all work as designed.
Foundations
Valuation & Yields
Term Structure & Risk
Credit
Securitization
A few caveats:
- These are study aids.
- The interactive bits are illustrative.
- These are AI-generated.
If you spot mistakes, email me.