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NeVibeCode · 2,385 items

Skills for AI and ML

Skills for AI and ML: what each one does, an install command and example prompts.

ai-image-generation 101-skills skill Generates and edits images through belt with selectable models. Use it for illustrations, mockups, and changes to existing images. CX Codex +1 870,900installs ai-avatar-video 101-skills skill A skill for making AI avatar and talking-head videos through the inference.sh CLI. Useful for presenter clips, UGC ads and dubbing. CX Codex +1 860,700installs agent-memory-systems sickn33 skill Skill for designing agent memory with per-user and per-tenant isolation. Build RAG, conversation history, and vector stores so that one client's data stays separate from another. CX Codex +1 2,000installs vision-analysis MiniMax-AI skill Describes images, extracts text, and reviews UI mockups using the MiniMax vision MCP tool. Handy when an agent needs to understand a screenshot or design file. CX Codex +1 2,700installs markitdown K-Dense-AI skill A Claude Code skill that runs Microsoft MarkItDown over PDFs, Office files, HTML and CSV so the text ends up as Markdown ready for search or RAG. CX Codex +1 2,100installs statsmodels K-Dense-AI skill This skill teaches the agent to fit and diagnose Python statistical models: OLS, GLM, discrete outcomes and time series. Useful when you need coefficients plus a check on model assumptions. CX Codex +1 2,100installs exploratory-data-analysis K-Dense-AI skill Runs bounded local exploratory analysis on scientific files like CSV, NumPy, and HDF5. It profiles datasets safely without network access or raw data leakage. CX Codex +1 2,100installs recsys-pipeline-architect Seth Hobson skill Designs six-stage recommendation, ranking, and feed pipelines. Use it when a system must choose the top K items for a user and context. CX Codex 4,200installs gtm-ai-gtm official Smit Patel (https://linkedin.com/in/smitkpatel) skill This skill helps take AI products to market by choosing positioning, handling failure-ownership objections, and shaping pricing for variable usage. 1,600installs umap-learn K-Dense-AI skill This skill guides UMAP-based dimensionality reduction, 2D/3D embeddings, and clustering preparation. Use it when an agent needs supervised or semi-supervised UMAP workflows. CX Codex +1 2,000installs optimize-for-gpu K-Dense-AI skill Accelerates data-heavy Python workloads on NVIDIA GPUs and benchmarks the end-to-end speedup against the CPU baseline. CX Codex +1 2,000installs infographics K-Dense-AI skill Turns your data into a PNG infographic through Nano Banana 2, then scores the result against a quality threshold. Handy when a report needs a picture instead of another table. CX Codex +1 2,000installs dask K-Dense-AI skill A skill that teaches the agent to use Dask for DataFrames, arrays and tasks that outgrow RAM or run across a cluster. CX Codex +1 2,000installs shap K-Dense-AI skill Guides AI agents in explaining and auditing machine learning predictions with SHAP. Useful for selecting explainers, checking additivity, and rendering attribution plots. CX Codex +1 2,000installs transformers K-Dense-AI skill A skill that walks your agent through Hugging Face Transformers: pulling checkpoints from the Hub, running pipeline inference, generating text and fine-tuning with Trainer. CX Codex +1 2,000installs generate-image K-Dense-AI skill Generates and edits images via OpenRouter Image API using Gemini, Recraft, and Seedream. Ideal for artwork, logos, concept art, and editing reference images. CX Codex +1 2,000installs sympy K-Dense-AI skill Skill for exact symbolic computation: algebra, differential equations, matrices, physics. When you need √2 exactly instead of 1.414, not numerical approximations. CX Codex +1 2,000installs pytorch-lightning K-Dense-AI skill Guides agents through structuring PyTorch Lightning 2.6.6 code, from LightningModules to distributed trainers. Useful when scaling training across GPUs. CX Codex +1 2,000installs deep-agents-memory langchain-ai skill A skill that maps where a Deep Agent keeps its files: thread state, a persistent store, or the real disk. Useful once the agent starts dropping context. CX Codex +1 19,000installs azure-architecture-autopilot official github skill Design Azure infrastructure from a prompt or inspect existing resources, then work through diagrams, Bicep generation and deployment. Use it for a new build or changes to an existing setup. 1,500installs agent-owasp-compliance official github skill Checks an AI agent codebase against the 10 OWASP ASI risks. Use it before production deployment, for security review, or when preparing an audit report. 1,500installs rag-architect https://github.com/Jeffallan skill Designs production RAG systems: chunks documents, generates embeddings, configures vector stores, builds hybrid search pipelines, and evaluates retrieval quality. CX Codex +1 4,700installs rowan K-Dense-AI skill Runs cloud molecular modeling, docking, and pKa prediction pipelines via Python API. Fits computational chemistry workflows without local GPU infrastructure. CX Codex +1 1,900installs qutip K-Dense-AI skill This skill guides QuTiP 5 quantum-system simulations and checks physical assumptions, dimensions, and numerical convergence. CX Codex +1 1,900installs opentrons-integration K-Dense-AI skill Skill for writing, reviewing, and simulating Opentrons Protocol API v2 protocols in Python. Works with Flex and OT-2 liquid handlers to configure decks, pipettes, modules, and runtime parameters. CX Codex +1 1,900installs neuropixels-analysis K-Dense-AI skill Runs the full Neuropixels workflow on SpikeInterface, from raw files to curated units: loading, preprocessing, drift correction, spike sorting, quality metrics. CX Codex +1 1,900installs gtars K-Dense-AI skill Skill for genomic interval analysis, overlaps, consensus and coverage via Python, Rust and CLI. Requires Python 3.10+ and gtars 0.10.0; local tools run offline. CX Codex +1 1,900installs histolab K-Dense-AI skill Prepares whole-slide histology images by segmenting tissue masks, extracting tiles, and normalizing H&E staining. CX Codex +1 1,900installs qiskit K-Dense-AI skill Skill for quantum algorithm development: builds circuits, transpiles them for specific hardware, runs on simulators or IBM quantum processors. Requires Python 3.10+ and optional components depending on your use case. CX Codex +1 1,900installs lamindb K-Dense-AI skill Keeps a LaminDB registry of biological datasets and models: artifact registration, schemas, Bionty annotation, metadata search. CX Codex +1 1,900installs phylogenetics K-Dense-AI skill Skill for aligning DNA and protein sequences, inferring phylogenetic trees with branch support calculation, and visualizing results. For researchers in bioinformatics, microbiology, and molecular evolution. CX Codex +1 1,900installs pytdc K-Dense-AI skill Integrates Therapeutics Data Commons workflows into coding agents to discover ML datasets, plan task splits, and run molecular oracles safely. CX Codex +1 1,900installs geniml K-Dense-AI skill Checks BED and genomic-universe contracts, then plans Region2Vec and scEmbed runs. Use it before local genomic-interval analysis. CX Codex +1 1,900installs etetoolkit K-Dense-AI skill Analyzes phylogenetic trees with the ETE 4 library: compares topologies, annotates nodes, detects gene duplications, queries NCBI and GTDB taxonomy, and renders publication figures. CX Codex +1 1,900installs pennylane K-Dense-AI skill Guides an agent in setting up PennyLane 0.45.1 quantum circuits, variational VQE algorithms, and hybrid neural models. CX Codex +1 1,900installs molfeat K-Dense-AI skill Converts molecular structures into fingerprints, descriptors, and embeddings for machine learning, similarity search, and screening. Requires Python 3.11+, RDKit, and PyTorch. CX Codex +1 1,900installs pathml K-Dense-AI skill Guides computational pathology workflows using PathML 3.0.8. It handles whole-slide image tiling, tissue detection, and .h5path exports locally. CX Codex +1 1,900installs cobrapy K-Dense-AI skill Guides COBRApy-based metabolic model analysis, from flux calculations and gene knockouts to media design and SBML checks. CX Codex +1 1,900installs diffdock K-Dense-AI skill Docks a small molecule into a protein with DiffDock and DiffDock-L, for one pair or a batch, then hands back ranked candidate poses. CX Codex +1 1,900installs cirq K-Dense-AI skill A skill for Google Quantum AI's Cirq framework: build and simulate quantum circuits, model noise, run on hardware. Useful when your Python project touches quantum computing. CX Codex +1 1,900installs

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