ovachiever/droid-tings

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research-lookup Look up current research information using Perplexity's Sonar Pro or Sonar Reasoning Pro models through OpenRouter. A…

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seaborn Statistical visualization. Scatter, box, violin, heatmaps, pair plots, regression, correlation matrices, KDE, faceted…

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senior-devops Comprehensive DevOps skill for CI/CD, infrastructure automation, containerization, and cloud platforms (AWS, GCP, Azu…

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senior-fullstack Comprehensive fullstack development skill for building complete web applications with React, Next.js, Node.js, GraphQ…

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shap Model interpretability and explainability using SHAP (SHapley Additive exPlanations). Use this skill when explaining …

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tooluniverse Use this skill when working with scientific research tools and workflows across bioinformatics, cheminformatics, geno…

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webapp-testing Toolkit for interacting with and testing local web applications using Playwright. Supports verifying frontend functio…

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zinc-database Access ZINC (230M+ purchasable compounds). Search by ZINC ID/SMILES, similarity searches, 3D-ready structures for doc…

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algorithmic-art Creating algorithmic art using p5.js with seeded randomness and interactive parameter exploration. Use this when user…

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article-extractor Extract clean article content from URLs (blog posts, articles, tutorials) and save as readable text. Use when user wa…

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biomni Autonomous biomedical AI agent framework for executing complex research tasks across genomics, drug discovery, molecu…

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claude-api Build with Claude Messages API using structured outputs (v0.69.0+, Nov 2025) for guaranteed JSON schema validation. C…

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cloudflare-agents Build AI agents with Cloudflare Agents SDK on Workers + Durable Objects. Includes critical guidance on choosing betwe…

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cloudflare-d1 Build with D1 serverless SQLite database on Cloudflare's edge. Use when: creating databases, writing SQL migrations, …

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cloudflare-vectorize Build semantic search with Cloudflare Vectorize V2 (Sept 2024 GA). Covers V2 breaking changes: async mutations, 5M ve…

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cto-advisor Technical leadership guidance for engineering teams, architecture decisions, and technology strategy. Includes tech d…

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dask Parallel/distributed computing. Scale pandas/NumPy beyond memory, parallel DataFrames/Arrays, multi-file processing, …

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esm Comprehensive toolkit for protein language models including ESM3 (generative multimodal protein design across sequenc…

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exploratory-data-analysis Perform comprehensive exploratory data analysis on scientific data files across 200+ file formats. This skill should …

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fastapi-templates Create production-ready FastAPI projects with async patterns, dependency injection, and comprehensive error handling.…

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geo-database Access NCBI GEO for gene expression/genomics data. Search/download microarray and RNA-seq datasets (GSE, GSM, GPL), r…

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get-available-resources This skill should be used at the start of any computationally intensive scientific task to detect and report availabl…

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google-gemini-file-search Build document Q&A and searchable knowledge bases with Google Gemini File Search - fully managed RAG with automatic c…

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guidance Control LLM output with regex and grammars, guarantee valid JSON/XML/code generation, enforce structured formats, and…

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hypogenic Automated hypothesis generation and testing using large language models.

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information-security-manager-iso27001 Senior Information Security Manager specializing in ISO 27001 and ISO 27002 implementation for HealthTech and MedTech…

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instructor Extract structured data from LLM responses with Pydantic validation, retry failed extractions automatically, parse co…

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kegg-database Direct REST API access to KEGG (academic use only). Pathway analysis, gene-pathway mapping, metabolic pathways, drug …

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langchain Framework for building LLM-powered applications with agents, chains, and RAG.

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llamaguard Meta's 7-8B specialized moderation model for LLM input/output filtering. 6 safety categories - violence/hate, sexual …

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matplotlib Foundational plotting library. Create line plots, scatter, bar, histograms, heatmaps, 3D, subplots, export PNG/PDF/SV…

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notion-knowledge-capture Transforms conversations and discussions into structured documentation pages in Notion. Captures insights, decisions,…

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outlines Guarantee valid JSON/XML/code structure during generation, use Pydantic models for type-safe outputs, support local m…

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postgresql-table-design Design a PostgreSQL-specific schema. Covers best-practices, data types, indexing, constraints, performance patterns, …

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quality-documentation-manager Senior Quality Documentation Manager for comprehensive documentation control and regulatory document review.

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risk-management-specialist Senior Risk Management specialist for medical device companies implementing ISO 14971 risk management throughout prod…

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scikit-bio Biological data toolkit. Sequence analysis, alignments, phylogenetic trees, diversity metrics (alpha/beta, UniFrac), …

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senior-data-scientist World-class data science skill for statistical modeling, experimentation, causal inference, and advanced analytics.

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senior-qa Comprehensive QA and testing skill for quality assurance, test automation, and testing strategies for ReactJS, NextJS…

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sglang Fast structured generation and serving for LLMs with RadixAttention prefix caching. Use for JSON/regex outputs, const…

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simpy Process-based discrete-event simulation framework in Python. Use this skill when building simulations of systems with…

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stable-baselines3 Use this skill for reinforcement learning tasks including training RL agents (PPO, SAC, DQN, TD3, DDPG, A2C, etc.), c…

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transformers This skill should be used when working with pre-trained transformer models for natural language processing, computer …

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uv-package-manager Master the uv package manager for fast Python dependency management, virtual environments, and modern Python project …

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video-downloader Downloads videos from YouTube and other platforms for offline viewing, editing, or archival. Handles various formats …

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anndata This skill should be used when working with annotated data matrices in Python, particularly for single-cell genomics …

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axolotl Expert guidance for fine-tuning LLMs with Axolotl - YAML configs, 100+ models, LoRA/QLoRA, DPO/KTO/ORPO/GRPO, multimo…

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benchling-integration Benchling R&D platform integration. Access registry (DNA, proteins), inventory, ELN entries, workflows via API, build…

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bioservices Primary Python tool for 40+ bioinformatics services.

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cellxgene-census Query CZ CELLxGENE Census (61M+ cells). Filter by cell type/tissue/disease, retrieve expression data, integrate with …

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