zreferences

• Series: lecture-dp

• File: lectures/zreferences.md

• Audit date: 2026-08-26

• Corpus snapshot: c30490a2f4

• 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

• The entire page is one {bibliography} directive against _static/quant-econ.bib (15-16), so the reference list cannot drift out of step with the {cite} roles that populate it - there is no hand-maintained list to fall behind.

• The (references)= anchor sits directly above the H1 (12-13), so cross-series links target the page rather than a heading inside it.

Recommended actions

1. Consider dropping the jupytext and kernelspec front matter (1-10): the page has no code cells, so the declared Python 3 kernel is never used and the file is still converted to an executable notebook at build time.

2. Add the missing newline at end of file: lecture-python-intro, lecture-python.myst and lecture-python-advanced.myst all carry a byte-identical zreferences.md, and this copy differs from them in exactly that one character.