ovachiever/droid-tings

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chembl-database Query ChEMBL's bioactive molecules and drug discovery data. Search compounds by structure/properties, retrieve bioact…

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clerk-auth Clerk auth with API version 2025-11-10 breaking changes (billing endpoints, payment_source→payment_method), Next.js v…

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clinicaltrials-database Query ClinicalTrials.gov via API v2. Search trials by condition, drug, location, status, or phase. Retrieve trial det…

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clinvar-database Query NCBI ClinVar for variant clinical significance. Search by gene/position, interpret pathogenicity classification…

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cloudflare-durable-objects Build stateful Durable Objects for real-time apps, WebSocket servers, coordination, and persistent state. Use when: i…

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cloudflare-workflows Build durable, long-running workflows on Cloudflare Workers with automatic retries, state persistence, and multi-step…

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cobrapy Constraint-based metabolic modeling (COBRA). FBA, FVA, gene knockouts, flux sampling, SBML models, for systems biolog…

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content-research-writer Assists in writing high-quality content by conducting research, adding citations, improving hooks, iterating on outli…

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cosmic-database Access COSMIC cancer mutation database. Query somatic mutations, Cancer Gene Census, mutational signatures, gene fusi…

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dependency-upgrade Manage major dependency version upgrades with compatibility analysis, staged rollout, and comprehensive testing. Use …

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drugbank-database Access and analyze comprehensive drug information from the DrugBank database including drug properties, interactions,…

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dspy Build complex AI systems with declarative programming, optimize prompts automatically, create modular RAG systems and…

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error-handling-patterns Master error handling patterns across languages including exceptions, Result types, error propagation, and graceful d…

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geniml This skill should be used when working with genomic interval data (BED files) for machine learning tasks. Use for tra…

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gget CLI/Python toolkit for rapid bioinformatics queries.

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gptq Post-training 4-bit quantization for LLMs with minimal accuracy loss.

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grpo-rl-training Expert guidance for GRPO/RL fine-tuning with TRL for reasoning and task-specific model training

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implementing-llms-litgpt Implements and trains LLMs using Lightning AI's LitGPT with 20+ pretrained architectures (Llama, Gemma, Phi, Qwen, Mi…

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javascript-testing-patterns Implement comprehensive testing strategies using Jest, Vitest, and Testing Library for unit tests, integration tests,…

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long-context Extend context windows of transformer models using RoPE, YaRN, ALiBi, and position interpolation techniques.

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mlflow Track ML experiments, manage model registry with versioning, deploy models to production, and reproduce experiments w…

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modal Run Python code in the cloud with serverless containers, GPUs, and autoscaling. Use when deploying ML models, running…

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n8n-code-python Write Python code in n8n Code nodes. Use when writing Python in n8n, using _input/_json/_node syntax, working with st…

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nanogpt Educational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learni…

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nemo-guardrails NVIDIA's runtime safety framework for LLM applications. Features jailbreak detection, input/output validation, fact-c…

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networkx Comprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when workin…

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openrlhf-training High-performance RLHF framework with Ray+vLLM acceleration. Use for PPO, GRPO, RLOO, DPO training of large models (7B…

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pdf Comprehensive PDF manipulation toolkit for extracting text and tables, creating new PDFs, merging/splitting documents…

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perplexity-search Perform AI-powered web searches with real-time information using Perplexity models via LiteLLM and OpenRouter. This s…

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pinecone Managed vector database for production AI applications.

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pytorch-fsdp Expert guidance for Fully Sharded Data Parallel training with PyTorch FSDP - parameter sharding, mixed precision, CPU…

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qms-audit-expert Senior QMS Audit Expert for internal and external quality management system auditing. Provides ISO 13485 audit expert…

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rwkv-architecture RNN+Transformer hybrid with O(n) inference. Linear time, infinite context, no KV cache. Train like GPT (parallel), in…

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senior-computer-vision World-class computer vision skill for image/video processing, object detection, segmentation, and visual AI systems. …

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senior-ml-engineer World-class ML engineering skill for productionizing ML models, MLOps, and building scalable ML systems.

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senior-secops Comprehensive SecOps skill for application security, vulnerability management, compliance, and secure development pra…

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serving-llms-vllm Serves LLMs with high throughput using vLLM's PagedAttention and continuous batching. Use when deploying production L…

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speculative-decoding Accelerate LLM inference using speculative decoding, Medusa multiple heads, and lookahead decoding techniques. Use wh…

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TanStack Router Build type-safe, file-based React routing with TanStack Router. Supports client-side navigation, route loaders, and T…

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tensorrt-llm Optimizes LLM inference with NVIDIA TensorRT for maximum throughput and lowest latency.

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uniprot-database Direct REST API access to UniProt. Protein searches, FASTA retrieval, ID mapping, Swiss-Prot/TrEMBL. For Python workf…

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vaex Use this skill for processing and analyzing large tabular datasets (billions of rows) that exceed available RAM. Vaex…

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zarr-python Chunked N-D arrays for cloud storage. Compressed arrays, parallel I/O, S3/GCS integration, NumPy/Dask/Xarray compatib…

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alphafold-database Access AlphaFold's 200M+ AI-predicted protein structures. Retrieve structures by UniProt ID, download PDB/mmCIF files…

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arboreto Infer gene regulatory networks (GRNs) from gene expression data using scalable algorithms (GRNBoost2, GENIE3). Use wh…

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biorxiv-database Efficient database search tool for bioRxiv preprint server. Use this skill when searching for life sciences preprints…

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canvas-design Create beautiful visual art in .png and .pdf documents using design philosophy. You should use this skill when the us…

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capa-officer Senior CAPA Officer specialist for managing Corrective and Preventive Actions within Quality Management Systems.

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ceo-advisor Executive leadership guidance for strategic decision-making, organizational development, and stakeholder management. …

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clinpgx-database Access ClinPGx pharmacogenomics data (successor to PharmGKB). Query gene-drug interactions, CPIC guidelines, allele f…

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