mxgmn/MarkovJunior

MarkovJunior is a probabilistic programming language designed for procedural content generation, utilizing pattern matching and constraint propagation to create diverse outputs like mazes and simulations. The system supports grid-based transformations through convolution and cellular automata nodes, allowing users to define complex simulation rules. It also provides a flexible resource framework for visual themes and tilesets, enabling varied map generation styles. The platform is built on .NET 10 and leverages image processing libraries for rendering and resource management.

Introduces new simulation primitives: a convolution node that applies configurable kernels (e.g., Von Neumann, Moore) to grid states, and a ConvChain node that performs probabilistic cellular automata updates on a substrate. These nodes enable users to define and run grid-based transformation rules and pattern-matching simulations directly within the interpreter.

source · high confidence

The application now supports a wider variety of visual themes and map generation styles. A new color palette (palette.xml) defines the color scheme for the game's UI and map elements. Additionally, several new tileset definitions have been added to support different procedural generation styles: Dungeon, Escher, EscherSurface, Knots2D, Knots3D, MarchingHills, OrientedEscher, OrientedStairs, Partition, PartitionedEdges, Paths, and Surface. These resources allow the game to render different types of terrain and structures based on the selected map generation algorithm.

resources · high confidence

The repository introduces MarkovJunior, a probabilistic programming language based on pattern matching and constraint propagation. Users can define programs as ordered lists of rewrite rules to generate diverse content such as mazes, dungeons, and simulations. The release includes a comprehensive README explaining the syntax and concepts, a syntax guide, a models.xml index of available examples, and a .gitignore file for the project.

(repo-wide) · high confidence

The project file has been updated to target .NET 10.0 and includes a dependency on SixLabors.ImageSharp version 3.1.12. Additionally, model and resource files are configured to be copied to the output directory.

(dependencies) · medium confidence

Written by watchdog.canine.dev from the codebase's own history, inside the signed delivery this page is composed from.

• CAI 42 → 42 (-0.2)
• Rubric changed (rubric-2026.08.17 → rubric-2026.08.19) — scores are not directly comparable.

• Code Health 69 → 67 (-1.7)
• Architecture 100 → 100 (+0.0)
• Maturity 57 → 57 (+0.0)
• Readiness 10 → 10 (+0.0)
• Security 100 → 100 (+0.0)

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Written by watchdog.canine.dev from the codebase's own history, inside the signed delivery this page is composed from.

mxgmn/MarkovJunior was measured the same way every project in this corpus was: the same rubric, at a pinned commit, with the result published in full. Point a surveyor at a repository you know and see whether you agree with it.