Deep Learning

Delta Sharing configuration, monitoring, and recipient management for secure cross-organization data sharing.

Define a estrutura padrão para páginas individuais de cartas Pokémon TCG. Use quando criar novas páginas de carta, organizar layout de perícia, ou o usuário mencionar estrutura de página, layout de carta, ou template de carta.

Expert knowledge of testing Node.js and Express applications including Jest configuration, Supertest for API testing, unit vs integration vs e2e testing, mocking external APIs, test organization, code coverage, CI/CD integration, and TDD practices. Use when writing tests, setting up testing framework, debugging test failures, or adding test coverage.

Fetches library documentation from Context7 and the web, then saves it to ai_docs/ in organized category-based folders. Supports version management, topic-specific documentation, and refreshing existing docs. Automatically invoked for requests to fetch or save library documentation.

Create and maintain Maps of Content (MOCs) for Obsidian vault navigation. Use when directories lack navigation structure, content needs organization, or index pages are missing. Generates MOCs based on directory structure and file analysis.

Organize files and folders intelligently. Use when user wants to clean up directories, sort files by type/date, deduplicate, or maintain organized file structures.

Guide AI agents through TypeScript coding best practices including type safety, error handling, code organization, and architecture patterns. This skill should be used when generating TypeScript code, reviewing TypeScript files, creating new TypeScript modules, refactoring JavaScript to TypeScript, or when the user asks about TypeScript patterns, types, or coding standards. Keywords: typescript, types, coding standards, best practices, type safety, generics, architecture, refactoring.

Ejecuta flujos RAG en Obsidian para responder, resumir, reorganizar o crear notas nuevas con citas trazables.

Refactor Codex configuration files and Agent Skills by splitting concerns, deduplicating instructions, and reorganizing guidance across AGENTS.md, project docs, and skills. Use when asked to clean up AGENTS.md, move instructions into skill bundles, or standardize agent setup rules.

Transform Bronze layer data using DuckDB for joins, aggregations, and business logic. Use this skill for high-performance data transformations in the pipeline.

Build mithril-checkpoint compression for PyTorch models. Use when implementing byte grouping, compression pipeline, or checkpoint I/O.

S16Z PMS shared library development skill. Use when creating or maintaining shared libraries in the libs/ directory. Covers configuration management with registerAs, DTO validation with class-transformer, HTTP client patterns with BaseHttpClient, Prisma transaction handling, and testing strategies. Triggers when working with libs/ directory, creating new libraries, implementing API clients, or setting up shared services.

Audits and reorganizes messy repositories into clean, LLM-friendly structures. It uses a non-destructive "Migration Manifest" process to safely consolidate scripts, establish documentation, and create AI context zones.

Refactor code for better organization, cleaner architecture, and improved maintainability. Use for reorganizing file structures, splitting large components, updating imports after moves, and enforcing consistent patterns across the codebase.

Self-hosted 3D model library manager for organizing, viewing, and managing 3D print files. Use when the user asks about deploying, configuring, or using Manyfold for managing STL/OBJ/3MF collections. Triggers on phrases like "Manyfold", "3D model library", "manage my 3D prints", "self-hosted model manager", "organize STL files", "3D print collection", or any Docker/homelab deployment involving 3D model organization.

Knowledge about the context branch methodology for separating AI configuration from project code using git worktrees. Use when users ask about worktree structure, branch organization, or the separation of concerns pattern.

F3 fitness organization terminology, workout structure, and culture. Use when writing UI text, naming variables, understanding requirements, or creating user-facing content. Keywords: F3, beatdown, exicon, merkin, workout, terminology.

Guide for using the Neural DSP Quad Cortex device library in MMD files. Use when the user mentions Quad Cortex, QC, Neural DSP guitar processor, or needs help with preset loading, scene switching, expression control, or stomp automation for the Quad Cortex.

Create, organize, and prioritize tasks from briefs or brain dumps. Sync with Taskmaster MCP. Use to plan work, track status, and pick next steps.

Testing best practices for modern Python development. Activated when working with tests, pytest, Hypothesis property-based testing, Atheris fuzz testing, test coverage, test organization, or mutation testing.