80,000+ Skills to Supercharge Claude
The open directory for GitHub-integrated capabilities, tools, and prompts for your AI workflows.
feature-design-assistant
by davila7
Turn ideas into fully formed designs and specs through natural collaborative dialogue. Use when planning new features, d...
scientific-critical-think...
by davila7
Evaluate research rigor. Assess methodology, experimental design, statistical validity, biases, confounding, evidence qu...
treatment-plans
by davila7
Generate concise (3-4 page), focused medical treatment plans in LaTeX/PDF format for all clinical specialties. Supports...
moe-training
by davila7
Train Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited...
gtars
by davila7
High-performance toolkit for genomic interval analysis in Rust with Python bindings. Use when working with genomic regio...
fine-tuning-with-trl
by davila7
Fine-tune LLMs using reinforcement learning with TRL - SFT for instruction tuning, DPO for preference alignment, PPO/GRP...
railway-metrics
by davila7
Query resource usage metrics for Railway services. Use when user asks about resource usage, CPU, memory, network, disk,...
blip-2-vision-language
by davila7
Vision-language pre-training framework bridging frozen image encoders and LLMs. Use when you need image captioning, visu...
fluidsim
by davila7
Framework for computational fluid dynamics simulations using Python. Use when running fluid dynamics simulations includi...
pubmed-database
by davila7
Direct REST API access to PubMed. Advanced Boolean/MeSH queries, E-utilities API, batch processing, citation management....
exploratory-data-analysis
by davila7
Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should be...
torch-geometric
by davila7
Graph Neural Networks (PyG). Node/graph classification, link prediction, GCN, GAT, GraphSAGE, heterogeneous graphs, mole...
railway-database
by davila7
Add official Railway database services (Postgres, Redis, MySQL, MongoDB). Use when user wants to add a database, says "a...
agile-product-owner
by davila7
Agile product ownership toolkit for Senior Product Owner including INVEST-compliant user story generation, sprint planni...
dspy
by davila7
Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and ag...
diffdock
by davila7
Diffusion-based molecular docking. Predict protein-ligand binding poses from PDB/SMILES, confidence scores, virtual scre...
railway-new
by davila7
Create Railway projects, services, and databases with proper configuration. Use when user says "setup", "deploy to railw...
aeon
by davila7
This skill should be used for time series machine learning tasks including classification, regression, clustering, forec...
excel-analysis
by davila7
Analyze Excel spreadsheets, create pivot tables, generate charts, and perform data analysis. Use when analyzing Excel fi...
instructor
by davila7
Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse compl...
biopython
by davila7
Primary Python toolkit for molecular biology. Preferred for Python-based PubMed/NCBI queries (Bio.Entrez), sequence mani...
senior-prompt-engineer
by davila7
World-class prompt engineering skill for LLM optimization, prompt patterns, structured outputs, and AI product developme...
langsmith-observability
by davila7
LLM observability platform for tracing, evaluation, and monitoring. Use when debugging LLM applications, evaluating mode...
uspto-database
by davila7
Access USPTO APIs for patent/trademark searches, examination history (PEDS), assignments, citations, office actions, TSD...