Dev Engine Lesson

Create a new engine lesson teaching practical engineering skills — the build systems, C language features, debugging techniques, and project structure that make graphics applications work.

When to use this skill:

• You need to teach a concept about CMake, compilers, linkers, or build systems
• A learner is struggling with C language features (pointers, memory, structs)
• A GPU lesson requires build/toolchain knowledge that isn't covered yet
• You want to explain debugging techniques or common error patterns
• A lesson should cover adding or extending engine features — resource managers,

asset pipelines, configuration systems, logging, input abstraction, or other infrastructure that supports a graphics application

Smart behavior:

• Before creating a lesson, check if an existing engine lesson already covers it
• Engine lessons are practical — they should include a buildable example project
• Focus on the why behind tools and techniques, not just the how
• Show common errors and how to diagnose them — this is what learners actually need
• Cross-reference GPU and math lessons where the concept appears in practice

Arguments

The user (or you) can provide:

• Number: two-digit lesson number (e.g. 01, 02)
• Topic name: kebab-case (e.g. cmake-fundamentals, pointers-and-memory)
• Description: what this teaches (e.g. "CMake targets, properties, linking")

If any are missing, infer from context or ask.

Steps

1. Analyze what's needed

• Check existing engine lessons: Is there already a lesson for this topic?
• Identify the scope: What specific concepts does this lesson cover?
• Find cross-references: Which GPU/math lessons use or benefit from this knowledge?

2. Create the lesson directory

lessons/engine/NN-topic-name/

3. Create an example program (main.c)

A small, focused C program that demonstrates the concept. Engine lessons differ from GPU lessons — the program might:

• Show a build concept in action (e.g. linking, include paths)
• Demonstrate a C language feature (e.g. pointer arithmetic, struct layout)
• Reproduce and fix a common bug (e.g. memory leak, uninitialized variable)
• Print diagnostic output explaining what's happening

Requirements:

• Standalone — Builds independently with its own CMakeLists.txt
• Clear output — Shows the concept through printed results or behavior
• Well-commented — Explains what's happening and why
• Demonstrates errors — Where appropriate, show what goes wrong and how to

fix it (commented-out "wrong" versions are valuable)

Template structure:

/*
 * Engine Lesson NN — Topic Name
 *
 * Demonstrates: [what this shows]
 *
 * SPDX-License-Identifier: Zlib
 */

#include 

int main(int argc, char *argv[])
{
    (void)argc;
    (void)argv;

    /* SDL_Init(0) initializes no subsystems — just core SDL state and error
     * handling.  This gives us SDL_Log and SDL_GetError without pulling in
     * video, audio, etc.  Pass SDL_INIT_VIDEO when you need a window. */
    if (!SDL_Init(0)) {
        SDL_Log("SDL_Init failed: %s", SDL_GetError());
        return 1;
    }

    /* Demonstrate the concept here */

    SDL_Quit();
    return 0;
}

Notes on the template:

• Use SDL_Log instead of printf for consistent cross-platform output
• Include SDL even for non-GPU lessons — it provides platform abstractions

(SDL_Log, SDL_malloc, SDL_GetBasePath) that are used throughout forge-gpu

• If the lesson truly needs no SDL functionality, a plain printf-based

program is acceptable

Console output formatting:

• Use ASCII-only characters for console output (cross-platform compatibility)
• Avoid Unicode box-drawing, symbols, or special characters that may not render

on Windows Terminal

• Good: -, =, *, |, ->, [OK], [!], "bytes", "offset"
• Bad: ─, ═, •, ↓, →, ✓, ⚠ (may render as garbled text on

Windows)

4. Create CMakeLists.txt

add_executable(NN-topic-name main.c)
target_include_directories(NN-topic-name PRIVATE ${FORGE_COMMON_DIR})
target_link_libraries(NN-topic-name PRIVATE SDL3::SDL3)

add_custom_command(TARGET NN-topic-name POST_BUILD
    COMMAND ${CMAKE_COMMAND} -E copy_if_different
        $
        $
)

Adapt as needed: Some engine lessons may need additional sources, headers, or libraries depending on the topic. For example, a lesson on multi-file projects would have multiple .c files.

5. Create README.md

Structure:

````markdown

Engine Lesson NN — Topic Name

[Brief subtitle explaining what this teaches]

What you'll learn

[Bullet list of concepts covered]

Why this matters

[1-2 paragraphs connecting this topic to real graphics/game development. Explain when and why a learner will encounter this.]

Result

[Brief description of what the example program demonstrates]

Example output:

[Copy actual program output here]

Important: Copy output directly from running the program — don't manually type it.

Key concepts

[Bullet list of core takeaways:]

• Concept 1 — Brief explanation
• Concept 2 — Brief explanation

The Details

[Main explanation of the topic, broken into subsections]

[Subtopic 1]

[Explanation with code examples where appropriate]

[Subtopic 2]

[Explanation with code examples where appropriate]

Common errors

[This section is critical for engine lessons — show real error messages and how to fix them]

[Error description]

What you see:

[Actual error message]

Why it happens: [Explanation]

How to fix it: [Solution]

Where it's used

In forge-gpu lessons:

• [Link to GPU lesson] uses this for [purpose]
• [Link to math lesson] uses this for [purpose]

Building

cmake -B build
cmake --build build --config Debug

# Windows
build\lessons\engine\NN-topic-name\Debug\NN-topic-name.exe

# Linux / macOS
./build/lessons/engine/NN-topic-name/NN-topic-name

Exercises

1. [Exercise extending the concept]
2. [Exercise applying it differently]
3. [Exercise that deliberately breaks something so the learner can fix it]

Further reading

• [Relevant engine/GPU/math lesson that builds on this]
• [External resource if helpful (official CMake docs, C reference, etc.)]

````

6. Update project files

• CMakeLists.txt (root): Add add_subdirectory(lessons/engine/NN-topic-name)

under an "Engine Lessons" section (create the section if it doesn't exist yet, placed between Math Lessons and GPU Lessons)

• README.md (root): Add a row to the engine lessons table in the

"Engine Lessons (lessons/engine/)" section — follow the same format as the existing rows (number, linked topic name, "What you'll learn" summary)

• lessons/engine/README.md: Add a row to the lessons table
• PLAN.md: Note the engine lesson if relevant

7. Cross-reference other lessons

• Find GPU/math lessons that benefit: Search for where this concept

appears in practice

• Update those lesson READMEs: Add a note like "See

[Engine Lesson NN](../../engine/NN-topic/) for details on [concept]"

• Update engine lesson README: List GPU/math lessons that use this

knowledge in the "Where it's used" section

8. Build and test

cmake -B build
cmake --build build --config Debug
./build/lessons/engine/NN-topic-name/NN-topic-name

Verify the example runs and produces expected output.

9. Verify key topics are fully explained

Before finalizing, launch a verification agent using the Task tool (subagent_type: "general-purpose"). Give the agent the paths to the lesson's README.md and main.c and ask it to audit every key topic for completeness. The agent reads both files and returns a pass/fail report — no script or external tool is required.

Inputs to the agent:

• lessons/engine/NN-topic-name/README.md
• lessons/engine/NN-topic-name/main.c

For each key topic / "What you'll learn" bullet, the agent must check:

1. Explained in the README — Is the concept described clearly enough that

a reader encountering it for the first time could understand it?

1. Demonstrated in the example program — Does main.c actually exercise

this concept with code and output?

1. All referenced terms are defined — Read the exact wording of each key

topic and identify every technical term. For each term, confirm it is explained somewhere in the lesson.

What to flag:

• A key topic references a term that is never defined or explained
• A key topic is listed in "What you'll learn" but has no corresponding

section in "The Details" or the example program

• A "Common errors" entry shows an error message but doesn't explain the

root cause clearly enough to fix it

The lesson is incomplete until every key topic passes all three checks.

10. Run markdown linting

Use the /dev-markdown-lint skill to check all markdown files:

npx markdownlint-cli2 "**/*.md"

If errors are found:

1. Try auto-fix: npx markdownlint-cli2 --fix "**/*.md"
2. Manually fix remaining errors (especially MD040 - missing language tags)
3. Verify: npx markdownlint-cli2 "**/*.md"

MANDATORY: Chunked writes for large files

Task agents have a 32K output token limit per Write call. Any file over ~800 lines MUST be written in chunks — split into 3-4 parts (~400-600 lines each), write each to /tmp/, then concatenate.

Recovery rule — if a writing agent fails with a token limit error:

• NEVER write a fallback or simplified version. STOP and report the failure.
• Re-run the write using the chunked approach.

See [.claude/large-file-strategy.md](../../../.claude/large-file-strategy.md) for the full strategy.

Asset Pipeline Mandate

If this lesson requires textures or 3D assets for any reason, they MUST go through the asset pipeline. No ad-hoc asset loading.

Engine Lesson Conventions

Scope

Engine lessons cover the infrastructure of building graphics applications:

• Build systems — CMake, compiler toolchains, linking, dependencies
• C language — Memory, pointers, structs, data layout, header patterns
• Debugging — Error messages, debuggers, common bugs, diagnostic tools
• Project structure — File organization, shared libraries, asset loading
• Engine features — Resource managers, asset pipelines, configuration

systems, logging, input abstraction, and other infrastructure that a graphics application or game engine needs beyond rendering

Engine lessons do not cover:

• GPU rendering techniques (that's GPU lessons)
• Mathematical concepts (that's math lessons)
• SDL GPU API calls for drawing (that's GPU lessons)

Tone

Engine lessons should be especially patient and encouraging. Build errors are one of the most frustrating parts of learning graphics programming. The goal is to turn "I have no idea what this error means" into "I know exactly what went wrong and how to fix it."

• Show the actual error message — don't paraphrase it
• Explain the error in plain language before giving the fix
• When a concept has platform differences, note all three (Windows, macOS,

Linux)

Error-first teaching

Many engine lessons benefit from an "error-first" approach:

1. Show a common mistake or error
2. Explain why it happens
3. Show the fix
4. Explain why the fix works

This mirrors how learners actually encounter these topics — they hit an error and need to understand it.

Code style

Follow the same conventions as all forge-gpu code:

• C99, matching SDL's style
• PascalCase for typedefs, lowercase_snake_case for locals
• UPPER_SNAKE_CASE for #define constants
• No magic numbers in production/library code — #define or enum everything.

In lesson files, inline numeric literals are acceptable when one-off demonstration values improve readability (e.g. array sizes, sample coordinates, test inputs)

• Extensive comments explaining why and purpose

Diagrams and Formulas

Find opportunities to create compelling diagrams and visualizations via the matplotlib scripts — they increase reader engagement and help learners understand the topics being taught. Use the /dev-create-diagram skill to add diagrams following the project's visual identity and quality standards.

Mermaid diagrams

For flow/pipeline diagrams (build process, compilation stages, memory layout), use inline mermaid blocks — GitHub renders them natively:

````markdown

flowchart LR
    A[source.c] -->|compile| B[source.o] -->|link| C[program]

````

Mermaid is especially useful for engine lessons to show:

• Compilation pipeline (preprocess → compile → assemble → link)
• CMake target dependency graphs
• Memory layout diagrams
• Include file resolution order

Matplotlib diagrams

For visual diagrams (memory layout, struct padding), add a diagram function to the appropriate file in scripts/forge_diagrams/:

1. Write a function following the existing pattern
2. Register it in the DIAGRAMS dict in __main__.py
3. Run python scripts/forge_diagrams --lesson engine/NN to generate the PNG
4. Reference in the README: ``

Example: CMake Fundamentals Lesson

Scenario: Learners keep asking why target_link_libraries is needed.

1. Scope: CMake targets, properties, add_executable, linking
2. Create: lessons/engine/01-cmake-fundamentals/
3. Program: Small multi-file project that prints values from a linked

library

1. README: Explain targets as the core CMake concept, show what happens

when you forget to link

1. Common errors: "undefined reference to..." — explain linker errors
2. Cross-reference: Note that every GPU lesson's CMakeLists.txt uses

these patterns

Example: Pointers and Memory Lesson

Scenario: A learner doesn't understand why vertex buffer uploads work.

1. Scope: Stack vs heap, malloc/free, pointer arithmetic, sizeof
2. Create: lessons/engine/02-pointers-and-memory/
3. Program: Allocate a struct array, show memory layout with offsetof,

demonstrate pointer arithmetic

1. README: Explain how GPU lessons use these concepts for vertex data
2. Common errors: Use-after-free, memory leaks, wrong sizeof
3. Cross-reference: Link to GPU Lesson 02 (vertex buffers) and the

offsetof pattern used throughout

When NOT to Create an Engine Lesson

• The topic is covered by an existing engine lesson
• The concept is purely mathematical (belongs in a math lesson)
• The concept is about GPU rendering (belongs in a GPU lesson)
• The topic is too narrow for a full lesson (add a note to an existing lesson

or FAQ instead)

• The topic is IDE-specific (VS Code, Visual Studio) rather than

toolchain-general

In these cases, update existing documentation or add a FAQ entry.

Tips

• Start with the error — Most learners arrive at engine topics because

something broke. Lead with the problem they're trying to solve.

• Show real output — Actual compiler/linker error messages, actual program

output. Don't paraphrase.

• Platform differences matter — MSVC, GCC, and Clang produce different

error messages. Note the differences when relevant.

• Keep examples minimal — The example project should demonstrate exactly

one concept. Don't combine CMake and pointer lessons.

• Link to official docs — CMake docs, C standard references, and compiler

documentation are valuable further reading.

• ASCII-only output — Use only ASCII characters in printf output for

cross-platform compatibility.

Source & license

This open-source skill is cataloged on AgentStack and links to its original source — we do not rehost the code.

• Author: Nebulavenus
• Source: Nebulavenus/forge-gpu
• License: Zlib

Install and usage instructions live in the source repository linked above.