intro

• Series: lecture-python-advanced.myst

• File: lectures/intro.md

• Audit date: 2026-08-26

• Corpus snapshot: b83d6da399

• Categories audited: writing, links (JAX out of scope)

• Overall score: 10.0 / 10

• Priority: NONE

Score breakdown

Category	Score	One-line note
Writing	10/10	no mechanical violations detected.
Math	N/A	no mathematical content.
Code	N/A	no executable code cells.
JAX	out of scope	JAX rules target lecture-jax.
Figures	N/A	no figures or plotting code.
References	N/A	no citations in this lecture.
Links	10/10	no mechanical violations detected.
Admonitions	N/A	no admonitions, exercises or solutions.

Issues

Critical

None found.

High severity

None found.

Medium severity

None found.

Low severity

None found.

Strengths

• A 17-line landing page that does one job - name the series and emit {tableofcontents} - and adds nothing a style rule could catch.

• The H1 “Advanced Quantitative Economics with Python” is correctly title-cased for a lecture title (qe-writing-006), and it is the only heading in the file.

• The single description sentence sits alone in its own paragraph, so qe-writing-001 holds by construction.

Recommended actions

1. Add the missing newline at end of file - line 17 (```) ends without one, which trips POSIX line-oriented tooling and shows as \ No newline at end of file in every diff.

2. Consider two or three more sentences of orientation before {tableofcontents}: what background the series assumes, and how it relates to lecture-python.myst and lecture-python-programming; one sentence is thin for the front door of a 60-lecture series.

3. Otherwise leave this file alone - it needs no style remediation and is a useful reference for what a clean MyST page looks like.