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model-usage
Working with model instances and fields
Skills IA Recherche
Découvrez les skills Recherche, comparez leurs dépôts et consultez leurs instructions.
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Explorer
GitHub
model-queries
Building database queries with the Options API
GitHub
controller-handlers
Writing controller handler functions
GitHub
model-conventions
Standards, conventions, and struct tag reference for models
GitHub
new-column
conventions for new columns
GitHub
controller-generation
Code generation for CRUD endpoints
GitHub
graphite
Use when creating PRs, pushing branches, or using Graphite CLI (gt) commands. Covers gt submit, gt create, stacked PRs, and PR description formatting.
GitHub
world-monorepo
Use when navigating Shopify's World monorepo, working across multiple zones, managing sparse checkouts, or discovering code locations. Covers zone structure, manifest lookups, checkout management, and cross-zon...
GitHub
option-pricing
Option pricing tools including Black-Scholes model, Greeks Calculation using Auto-Differentiation, and Exotic Options.
GitHub
uv
Fast Python package installer and uninstaller. Manages projects, scripts, python versions, and tools.
GitHub
interpolation
Techniques for 1D and 2D data interpolation using SciPy (CPU) and JAX/Interpax (GPU/Differentiable).
GitHub
jax
Essential tools for using JAX in machine learning and mathematical analysis, covering core concepts, transformations, ML specifics, control flow, and parallelism.
GitHub
developing-flax-models
A comprehensive guide for developing, training, and managing neural networks using Flax NNX. Use when defining models, managing state, or writing training loops.
GitHub
linear-solver
Solves linear systems (Ax=b) using NumPy, JAX, PyTorch, and Lineax. Covers dense, sparse, and specialized (tridiagonal) solvers.
GitHub
training-mlps
A skill for defining and training Multi-Layer Perceptrons (MLPs) using Flax NNX.
GitHub
mhc
Implements Manifold-Constrained Hyper-Connections (mHC) to solve residual connection issues using Doubly Stochastic Matrices.
GitHub
polars
High-performance DataFrame library usage. Covers Lazy API, Wrangling, Aggregation.
GitHub
test-mcp-connector
ONLY trigger this skill when the user EXPLICITLY asks for MCP-based testing: **Required triggers (ALL must mention "MCP" explicitly):** - "test connector with mcp" - "test mcp connector" - "test [provider] wit...
GitHub
logic-gates
Expert knowledge for digital logic gates including AND, OR, NOT, NAND, NOR, XOR, and XNOR gates. Use when designing digital circuits, implementing Boolean logic, creating truth tables, working with logic gate s...
GitHub
global-validation
Implement comprehensive validation on both server and client sides with specific error messages, input sanitization, and consistent validation across all entry points. Use this skill when validating user input,...
GitHub
global-conventions
Follow project-wide development conventions including consistent project structure, clear documentation, version control best practices, environment configuration, and dependency management. Use this skill when...
GitHub
backend-migrations
Create and manage database migrations with reversible changes, zero-downtime deployments, and proper version control. Use this skill when creating database migration files, modifying database schemas, adding or...
GitHub
global-tech-stack
Reference and maintain the project's technical stack including frameworks, languages, databases, testing tools, and third-party services to ensure consistency across the project. Use this skill when making tech...
GitHub
backend-api
Design and implement RESTful API endpoints following REST principles with clear resource-based URLs and appropriate HTTP methods. Use this skill when creating or modifying API routes, endpoints, controllers, or...
Le classement utilise les étoiles du dépôt GitHub indexé. Plusieurs skills peuvent partager ce nombre : ce n’est ni un nombre d’installations ni une note de qualité.