Plugins
1 pluginResults for “deep-modules”
17 skillsSoftware Design Philosophy
Manage software complexity through deep modules, information hiding, and strategic programming, with a scoring framework for evaluating design quality.
1.6k · bundle
Pytorch
Builds and trains deep learning models with PyTorch, including tensors, autograd, and neural network modules.
2 · bundle
Setup TS Deep Modules
Wires dependency-cruiser into a TypeScript repo so each package is a deep module — implementation hidden in subfolders, reachable only through entry-point files. Use when the user wants deep-module enforcement or dependency-cruiser setup.
580 · bundle
More results
Codebase Design
Shared vocabulary for designing deep modules — a small interface hiding a lot of behavior. Use when designing or improving a module's interface, deciding where a seam belongs, deciding whether to extract or merge modules, or making code more testable.
3 · bundle
Codebase Design
Shared vocabulary for designing deep modules. Use when the user wants to design or improve a module's interface, find deepening opportunities, decide where a seam goes, make code more testable or AI-navigable, or when another skill needs the deep-module vocabulary.
580 · bundle
Improve Codebase Architecture
Finds architectural friction in a codebase and proposes deep-module refactors to improve testability and AI-navigability, informed by the domain glossary and ADRs.
0 · bundle
Deeptools
Process and analyze high-throughput sequencing data with deepTools for quality control, normalization, comparison, and publication-quality visualizations of ChIP-seq, RNA-seq, and ATAC-seq experiments.
30.2k · bundle
Improve Codebase Architecture
Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.
5 · bundle
Focused Fix
Systematically repair a broken feature or module by scoping, tracing dependencies, diagnosing all issues, fixing them in order, and verifying end-to-end.
20.4k
Improve Codebase Architecture
Explore a codebase to find opportunities for architectural improvement, focusing on making the codebase more testable by deepening shallow modules. Use when user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more AI-navigable.
3 · bundle
Monopoly
Designs, reviews, and scales backend systems with detailed blueprints, trade-off analysis, and technology recommendations.
42.4k
Deepchem
Predict molecular properties, train graph neural networks, and run drug discovery workflows using DeepChem's featurizers, models, and MoleculeNet benchmarks.
30.2k · bundle
Pytorch Lightning
Organize PyTorch code into LightningModules, configure Trainers for multi-GPU/TPU, implement data pipelines, callbacks, logging (W&B, TensorBoard, MLflow), and distributed training (DDP, FSDP, DeepSpeed) for scalable neural network training.
30.2k · bundle
Monopoly
Architects, reviews, and scales backend systems with structured blueprints, trade-off analysis, and audit reports.
3
Embedded Systems
Develop firmware for microcontrollers, implement RTOS applications, and optimize power consumption for resource-constrained devices.
10.4k · bundle
Deep Learning
PyTorch, TensorFlow, neural networks, CNNs, transformers, and deep learning for production
7 · bundle
Monopoly
MONOPOLY is a Senior System Design Engineer skill for architecting, reviewing, and scaling systems. Triggers on requests involving architecture, databases, scaling, microservices, or infrastructure de
6