80,000+ Skills to Supercharge Claude
The open directory for GitHub-integrated capabilities, tools, and prompts for your AI workflows.
rwkv-architecture
by davila7
RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel), infer...
axolotl
by davila7
Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimodal...
sglang
by davila7
Fast structured generation and serving for LLMs with RadixAttention prefix caching. Use for JSON/regex outputs, constrai...
openalex-database
by davila7
Query and analyze scholarly literature using the OpenAlex database. This skill should be used when searching for academi...
pytorch-fsdp
by davila7
Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU of...
awq-quantization
by davila7
Activation-aware weight quantization for 4-bit LLM compression with 3x speedup and minimal accuracy loss. Use when deplo...
literature-review
by davila7
Conduct comprehensive, systematic literature reviews using multiple academic databases (PubMed, arXiv, bioRxiv, Semantic...
tensorrt-llm
by davila7
Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency. Use for production deployment on...
pysam
by davila7
Genomic file toolkit. Read/write SAM/BAM/CRAM alignments, VCF/BCF variants, FASTA/FASTQ sequences, extract regions, calc...
polars
by davila7
Fast DataFrame library (Apache Arrow). Select, filter, group_by, joins, lazy evaluation, CSV/Parquet I/O, expression API...
cto-advisor
by davila7
Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech debt...
railway-deploy
by davila7
Deploy code to Railway using "railway up". Use when user wants to push code, says "railway up", "deploy", "ship", or "pu...
networkx
by davila7
Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working w...
pinecone
by davila7
Managed vector database for production AI applications. Fully managed, auto-scaling, with hybrid search (dense + sparse)...
zapier-workflows
by davila7
Manage and trigger pre-built Zapier workflows and MCP tool orchestration. Use when user mentions workflows, Zaps, automa...
evaluating-code-models
by davila7
Evaluates code generation models across HumanEval, MBPP, MultiPL-E, and 15+ benchmarks with pass@k metrics. Use when ben...
railway-service
by davila7
Check service status, rename services, change service icons, link services, or create services with Docker images. For c...
hmdb-database
by davila7
Access Human Metabolome Database (220K+ metabolites). Search by name/ID/structure, retrieve chemical properties, biomark...
openrlhf-training
by davila7
High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B-70...
grpo-rl-training
by davila7
Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training
it-operations
by davila7
Manages IT infrastructure, monitoring, incident response, and service reliability. Provides frameworks for ITIL service...
marketing-demand-acquisit...
by davila7
Multi-channel demand generation, paid media optimization, SEO strategy, and partnership programs for Series A+ startups....
pdf-processing
by davila7
Extract text and tables from PDF files, fill forms, merge documents. Use when working with PDF files or when the user me...
market-research-reports
by davila7
Generate comprehensive market research reports (50+ pages) in the style of top consulting firms (McKinsey, BCG, Gartner)...