intro

• Series: lecture-python.myst

• File: lectures/intro.md

• Audit date: 2026-08-26

• Corpus snapshot: e25fdf2345

• 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 five-line landing page that does one job - name the series and emit {tableofcontents} - so there is no surface for a style rule to catch.

• The H1 “Intermediate Quantitative Economics with Python” is correctly Title Case for a lecture title and is the only heading in the file.

• The single description sentence sits alone between blank lines, satisfying qe-writing-001 by construction, and carries no repeated spaces.

Recommended actions

1. Expand line 14 into two or three sentences of orientation: who the series is for, what lecture-python-intro background it assumes, and how it differs from lecture-python-advanced.myst - one sentence is thin for the landing page of a 200-lecture series.

2. If that orientation is added, keep each sentence in its own paragraph block so the page stays qe-writing-001 clean.

3. Otherwise leave the file untouched; it needs no style remediation and is a useful reference for what a clean MyST page looks like.