80,000+ Skills to Supercharge Claude
The open directory for GitHub-integrated capabilities, tools, and prompts for your AI workflows.
model-conventions
by griffnb
Standards, conventions, and struct tag reference for models
graphite
by fdelache
Use when creating PRs, pushing branches, or using Graphite CLI (gt) commands. Covers gt submit, gt create, stacked PRs,...
world-monorepo
by fdelache
Use when navigating Shopify's World monorepo, working across multiple zones, managing sparse checkouts, or discovering c...
option-pricing
by yonesuke
Option pricing tools including Black-Scholes model, Greeks Calculation using Auto-Differentiation, and Exotic Options.
uv
by yonesuke
Fast Python package installer and uninstaller. Manages projects, scripts, python versions, and tools.
interpolation
by yonesuke
Techniques for 1D and 2D data interpolation using SciPy (CPU) and JAX/Interpax (GPU/Differentiable).
jax
by yonesuke
Essential tools for using JAX in machine learning and mathematical analysis, covering core concepts, transformations, ML...
developing-flax-models
by yonesuke
A comprehensive guide for developing, training, and managing neural networks using Flax NNX. Use when defining models, m...
linear-solver
by yonesuke
Solves linear systems (Ax=b) using NumPy, JAX, PyTorch, and Lineax. Covers dense, sparse, and specialized (tridiagonal)...
training-mlps
by yonesuke
A skill for defining and training Multi-Layer Perceptrons (MLPs) using Flax NNX.
mhc
by yonesuke
Implements Manifold-Constrained Hyper-Connections (mHC) to solve residual connection issues using Doubly Stochastic Matr...
polars
by yonesuke
High-performance DataFrame library usage. Covers Lazy API, Wrangling, Aggregation.
test-mcp-connector
by StackOneHQ
ONLY trigger this skill when the user EXPLICITLY asks for MCP-based testing: **Required triggers (ALL must mention "MCP...
Expert knowledge for digital logic gates including AND, OR, NOT, NAND, NOR, XOR, and XNOR gates. Use when designing digi...
global-validation
by dpietersz
Implement comprehensive validation on both server and client sides with specific error messages, input sanitization, and...
global-conventions
by dpietersz
Follow project-wide development conventions including consistent project structure, clear documentation, version control...
backend-migrations
by dpietersz
Create and manage database migrations with reversible changes, zero-downtime deployments, and proper version control. Us...
deslop
by skyosev
Remove AI-generated code slop from a branch. Use to delete unnecessary comments/docs, defensive checks, broad try/catch...
Creates well-formatted conventional commit messages from your git changes. Analyzes git diff and status to generate prop...
Analyzes files and provides detailed statistics including line counts, file size, detected language, and complexity. Use...
Performs thorough code reviews with actionable feedback. Analyzes code for quality, bugs, security vulnerabilities, perf...