80,000+ Skills to Supercharge Claude
The open directory for GitHub-integrated capabilities, tools, and prompts for your AI workflows.
survival-models
by choxos
Bayesian survival analysis models including exponential, Weibull, log-normal, and piecewise exponential hazard models wi...
ml-nmr-methodology
by choxos
Deep methodology knowledge for ML-NMR including IPD/AgD integration, population adjustment, numerical integration, and p...
regression-models
by choxos
Bayesian regression models including linear, logistic, Poisson, negative binomial, and robust regression with Stan and J...
mediana-fundamentals
by choxos
Core Mediana package functions for Clinical Scenario Evaluation (CSE). Use when designing data models, analysis models,...
pymc-fundamentals
by choxos
Foundational knowledge for writing PyMC 5 models including syntax, distributions, sampling, and ArviZ diagnostics. Use w...
pairwise-ma-methodology
by choxos
Deep methodology knowledge for pairwise meta-analysis including fixed vs random effects, heterogeneity assessment, publi...
group-sequential-methods
by choxos
Group sequential design methods for interim analyses, alpha spending, and futility stopping. Use when designing trials w...
stc-methodology
by choxos
Deep methodology knowledge for STC including outcome regression approach, effect modifier selection, covariate centering...
pr-response
by zopu
Respond directly to individual PR review comments using the GitHub API. Use when asked to reply to PR comments, address...
today
by zopu
Get today's date for web searches and date-sensitive tasks. Auto-invoke before any WebSearch that includes a year (e.g.,...
agentviewer
by pengelbrecht
Display rich content (markdown, code, diffs, mermaid diagrams) to users in a browser viewer. Use when you need to show c...
consolidate-branches
by ohare93
Consolidate multiple PR branches onto a target branch using jj multi-parent rebase with intelligent AI-powered conflict...
script-banner
by poncardasm
Automatically add standardized info banners to all new scripts and tools. Use when creating new PowerShell scripts, Bash...
changelog-manager
by poncardasm
Automatically create and update CHANGELOG.md files for scripts and tools following Keep a Changelog format. Use when cre...
git-commit
by kompox
Suggest commit messages based on staged changes and assist with committing using an editor.
gemini-image
by MaceGrim
Generate images using Google Gemini/Imagen API. Use when the user asks to create, generate, or make an image, picture, p...
task-management
by MalikABK
Comprehensive task management API development assistance using FastAPI, SQLModel, and pytest. Use when Claude needs to w...
pytest
by MalikABK
Comprehensive pytest testing framework assistance including test creation, fixture management, parameterized testing, co...
sqlmodel
by MalikABK
Comprehensive SQLModel development assistance including model creation, relationship handling, database operations, and...
golden-circle
by MalikABK
Golden Circle framework implementation based on Simon Sinek's concept of Why, How, and What for creating meaningful proj...
fastapi
by MalikABK
Comprehensive FastAPI development assistance including project setup, route creation, database integration, authenticati...
api-utils
by MalikABK
Comprehensive API development utilities and helper functions for FastAPI, SQLModel, and pytest. Use when Claude needs to...
hierarchical-merge
by ekson73
Enforce hierarchical merge protocol - branches merge to parent, not directly to main
worktree-policy
by ekson73
Enforce mandatory git worktree usage for multi-agent file modifications