80,000+ Skills to Supercharge Claude
The open directory for GitHub-integrated capabilities, tools, and prompts for your AI workflows.
sql-splitter
by benchflow-ai
High-performance CLI for working with SQL dump files: split/merge by table, analyze contents, validate integrity, conver...
hibernate-upgrade
by benchflow-ai
Migrate Hibernate 5 to Hibernate 6 with Spring Boot 3. Use when fixing HQL/JPQL query parsing issues, removing deprecate...
train-model
by benchflow-ai
Execute model training with optimization algorithms. Use when running training loops on datasets.
deep-learning
by benchflow-ai
PyTorch, TensorFlow, neural networks, CNNs, transformers, and deep learning for production
regression-models
by benchflow-ai
Bayesian regression models including linear, logistic, Poisson, negative binomial, and robust regression with Stan and J...
model-deployment
by benchflow-ai
Deploy machine learning models to production using Flask, FastAPI, Docker, cloud platforms (AWS, GCP, Azure), and model...
seisbench-model-api
by benchflow-ai
An overview of the core model API of SeisBench, a Python framework for training and applying machine learning algorithms...
stan-fundamentals
by benchflow-ai
Foundational knowledge for writing Stan 2.37 models including program structure, type system, distributions, and best pr...
evaluate-model
by benchflow-ai
Measure model performance on test datasets. Use when assessing accuracy, precision, recall, and other metrics.
glm-calibration
by benchflow-ai
Calibrate GLM parameters for water temperature simulation. Use when you need to adjust model parameters to minimize RMSE...
stan-development
by benchflow-ai
Expert guidance for Stan probabilistic programming language development, including modern syntax, cmdstanr/cmdstanpy int...
python-regression-statist...
by benchflow-ai
Expert guidance for regression analysis, statistical modeling, and outlier detection in Python using statsmodels, scikit...
workload-balancing
by benchflow-ai
Optimize workload distribution across workers, processes, or nodes for efficient parallel execution. Use when asked to b...
map-optimization-strategy
by benchflow-ai
Strategy for solving constraint optimization problems on spatial maps. Use when you need to place items on a grid/map to...
claude-skills-troubleshoo...
by daymade
Diagnose and resolve Claude Code plugin and skill issues. This skill should be used when plugins are installed but not s...
python-project
by benchflow-ai
Use when creating Python projects, managing dependencies with uv, configuring pyproject.toml, building packages, or publ...
python-packaging
by benchflow-ai
Automatically applies when configuring Python project packaging. Ensures proper pyproject.toml setup, project layout, bu...
python-env
by benchflow-ai
Fast Python environment management with uv (10-100x faster than pip). Triggers on: uv, venv, pip, pyproject, python envi...
python-scripting
by benchflow-ai
Python scripting with uv and PEP 723 inline dependencies. Use when creating standalone Python scripts with automatic dep...
latex-build
by benchflow-ai
Builds LaTeX documents using latexmk with live preview and dependency tracking. Use when setting up builds, live preview...
setup-to-pyproject
by benchflow-ai
Migrate Python projects from setup.py/setup.cfg to pyproject.toml for use with uv. Use when upgrading legacy Python pack...
forge-lang-python
by benchflow-ai
Python development standards including pytest, ruff, black, and mypy. Use when working with Python files, tests, or depe...
pypi-server
by benchflow-ai
Guidance for creating Python packages and serving them via a local PyPI server. This skill applies when tasks involve bu...
uv
by benchflow-ai
This skill should be used when creating new Python projects or managing Python dependencies. IMPORTANT - uv must ALWAYS...