code-that-fits-in-your-head

Installation
SKILL.md

Code That Fits in Your Head

Engineering heuristics for sustainable software, based on Mark Seemann's 2021 book and clearly labelled agent-era amendments.

Code examples are C#-first; every rule and the tooling tables are language-neutral.

Philosophy (Why This Skill Exists)

Software development is principally a design activity, not construction. An agent may produce most of the text, but people still review, operate, extend, and own the resulting system. These heuristics make software sustainable: understandable, resistant to architectural erosion, and cheap to change after thousands of decisions.

Core mental model from Chapter 1:

Metaphor What it gets right What it misses
Building a house Plans, structure Software endures; there's no construction phase (compiling is free); dependencies can start anywhere
Growing a garden Pruning, refactoring, tending Code does not improve by itself; generated code still needs stewardship
Art / craft Skill, mastery, situational knowledge Doesn't scale; leaves newcomers without guidance
Engineering (the target) Heuristics, review, sign-off, checklists We're not there yet — physical-construction calculations don't apply
Installs
12
GitHub Stars
122
First Seen
Jun 26, 2026
code-that-fits-in-your-head — codealive-ai/ai-driven-development