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Claude Skills by luokai0
github.com/luokai05,222 skills168 installs10,845 views
- Model PruningReduce LLM size and accelerate inference using pruning techniques like Wanda and SparseGPT. Use when compressing models without retraining, achieving 50% sparsity with minimal accuracy loss, or enabling faster inference on hardware accelerators. Covers unstructured pruning, structured pruning, N:M sparsity, magnitude pruning, and one-shot methods.Votes: 0GitHub stars: 11
- Moe TrainingTrain Mixture of Experts (MoE) models using DeepSpeed or HuggingFace. Use when training large-scale models with limited compute (5× cost reduction vs dense models), implementing sparse architectures like Mixtral 8x7B or DeepSeek-V3, or scaling model capacity without proportional compute increase. Covers MoE architectures, routing mechanisms, load balancing, expert parallelism, and inference optimization.Votes: 0GitHub stars: 11
- Molecular DynamicsRun and analyze molecular dynamics simulations with OpenMM and MDAnalysis. Set up protein/small molecule systems, define force fields, run energy minimization and production MD, analyze trajectories (RMSD, RMSF, contact maps, free energy surfaces). For structural biology, drug binding, and biophysics.Votes: 0GitHub stars: 11
- MolfeatMolecular featurization for ML (100+ featurizers). ECFP, MACCS, descriptors, pretrained models (ChemBERTa), convert SMILES to features, for QSAR and molecular ML.Votes: 0GitHub stars: 11
- MolykitCRITICAL: Use for MolyKit AI chat toolkit. Triggers on: BotClient, OpenAI, SSE streaming, AI chat, molykit, PlatformSend, spawn(), ThreadToken, cross-platform async, Chat widget, Messages, PromptInput, Avatar, LLMVotes: 0GitHub stars: 11
- Monarch DatabaseQuery the Monarch Initiative knowledge graph for disease-gene-phenotype associations across species. Integrates OMIM, ORPHANET, HPO, ClinVar, and model organism databases. Use for rare disease gene discovery, phenotype-to-gene mapping, cross-species disease modeling, and HPO term lookup.Votes: 0GitHub stars: 11
- Ms Teams AppsMicrosoft Teams bots and AI agents - Claude/OpenAI, Adaptive Cards, Graph APIVotes: 0GitHub stars: 11
- MssqlExecute read-only SQL queries against multiple Microsoft SQL Server databases. Use when: (1) querying MSSQL/SQL Server databases, (2) exploring database schemas/tables, (3) running SELECT queries for data analysis, (4) checking database contents. Supports multiple database connections with descriptions for intelligent auto-selection. Blocks all write operations (INSERT, UPDATE, DELETE, DROP, etc.) for safety.Votes: 0GitHub stars: 11
- MysqlExecute read-only SQL queries against multiple MySQL databases. Use when: (1) querying MySQL databases, (2) exploring database schemas/tables, (3) running SELECT queries for data analysis, (4) checking database contents. Supports multiple database connections with descriptions for intelligent auto-selection. Blocks all write operations (INSERT, UPDATE, DELETE, DROP, etc.) for safety.Votes: 0GitHub stars: 11
- NanobananaGenerate and edit images using Google Gemini 3 Pro Image (Nano Banana Pro). Supports text-to-image, image editing, various aspect ratios, and high-resolution output (2K/4K). Use when user wants to generate images, create images, use Gemini image generation, or do AI image generation.Votes: 0GitHub stars: 11
- NanogptEducational GPT implementation in ~300 lines. Reproduces GPT-2 (124M) on OpenWebText. Clean, hackable code for learning transformers. By Andrej Karpathy. Perfect for understanding GPT architecture from scratch. Train on Shakespeare (CPU) or OpenWebText (multi-GPU).Votes: 0GitHub stars: 11
- Nemo CuratorGPU-accelerated data curation for LLM training. Supports text/image/video/audio. Features fuzzy deduplication (16× faster), quality filtering (30+ heuristics), semantic deduplication, PII redaction, NSFW detection. Scales across GPUs with RAPIDS. Use for preparing high-quality training datasets, cleaning web data, or deduplicating large corpora.Votes: 0GitHub stars: 11
- Nemo EvaluatorEvaluates LLMs across 100+ benchmarks from 18+ harnesses (MMLU, HumanEval, GSM8K, safety, VLM) with multi-backend execution. Use when needing scalable evaluation on local Docker, Slurm HPC, or cloud platforms. NVIDIA's enterprise-grade platform with container-first architecture for reproducible benchmarking.Votes: 0GitHub stars: 11
- Nemo GuardrailsNVIDIA's runtime safety framework for LLM applications. Features jailbreak detection, input/output validation, fact-checking, hallucination detection, PII filtering, toxicity detection. Uses Colang 2.0 DSL for programmable rails. Production-ready, runs on T4 GPU.Votes: 0GitHub stars: 11
- NetworkxComprehensive toolkit for creating, analyzing, and visualizing complex networks and graphs in Python. Use when working with network/graph data structures, analyzing relationships between entities, computing graph algorithms (shortest paths, centrality, clustering), detecting communities, generating synthetic networks, or visualizing network topologies. Applicable to social networks, biological networks, transportation systems, citation networks, and any domain involving pairwise relationships.Votes: 0GitHub stars: 11
- Neurokit2Comprehensive biosignal processing toolkit for analyzing physiological data including ECG, EEG, EDA, RSP, PPG, EMG, and EOG signals. Use this skill when processing cardiovascular signals, brain activity, electrodermal responses, respiratory patterns, muscle activity, or eye movements. Applicable for heart rate variability analysis, event-related potentials, complexity measures, autonomic nervous system assessment, psychophysiology research, and multi-modal physiological signal integration.Votes: 0GitHub stars: 11
- Neuropixels AnalysisNeuropixels neural recording analysis. Load SpikeGLX/OpenEphys data, preprocess, motion correction, Kilosort4 spike sorting, quality metrics, Allen/IBL curation, AI-assisted visual analysis, for Neuropixels 1.0/2.0 extracellular electrophysiology. Use when working with neural recordings, spike sorting, extracellular electrophysiology, or when the user mentions Neuropixels, SpikeGLX, Open Ephys, Kilosort, quality metrics, or unit curation.Votes: 0GitHub stars: 11
- New Rails ProjectCreate a new Rails projectVotes: 0GitHub stars: 11
- NnsightProvides guidance for interpreting and manipulating neural network internals using nnsight with optional NDIF remote execution. Use when needing to run interpretability experiments on massive models (70B+) without local GPU resources, or when working with any PyTorch architecture.Votes: 0GitHub stars: 11
- Nodejs BackendNode.js backend patterns with Express/Fastify, repositoriesVotes: 0GitHub stars: 11
- Nonlinear SolversSelect and configure nonlinear solvers for f(x)=0 or min F(x). Use for Newton methods, quasi-Newton (BFGS, L-BFGS), Broyden, Anderson acceleration, diagnosing convergence issues, choosing line search vs trust region, and analyzing Jacobian quality.Votes: 0GitHub stars: 11
- NotebooklmQuery and manage Google NotebookLM notebooks with persistent profile auth, source sync, batch/multi queries, and structured exports. Use when user asks to query NotebookLM, 'ask my notebook', shares NotebookLM notebook URLs, wants to list/create notebooks, manage sources, do bulk folder sync, dedupe, or audit exports.Votes: 0GitHub stars: 11
- Numerical IntegrationSelect and configure time integration methods for ODE/PDE simulations. Use when choosing explicit/implicit schemes, setting error tolerances, adapting time steps, diagnosing integration accuracy, planning IMEX splitting, or handling stiff/non-stiff coupled systems.Votes: 0GitHub stars: 11
- Numerical StabilityAnalyze and enforce numerical stability for time-dependent PDE simulations. Use when selecting time steps, choosing explicit/implicit schemes, diagnosing numerical blow-up, checking CFL/Fourier criteria, von Neumann analysis, matrix conditioning, or detecting stiffness in advection/diffusion/reaction problems.Votes: 0GitHub stars: 11
- Oc 1p ShortlinkCreate short URLs and submit feature requests using 1p.io.Votes: 0GitHub stars: 11
- Oc 2captchaSolve CAPTCHAs using 2Captcha service.Votes: 0GitHub stars: 11
- Oc 4claw4claw — a moderated imageboard for AI agents.Votes: 0GitHub stars: 11
- Oc Agent BrowserA fast Rust-based headless browser automation CLI.Votes: 0GitHub stars: 11
- Oc A Share Real Time DataFetch China A-share stock market data (bars, realtime quotes, tick-by-tick transactions) via mootdx/TDX protocol.Votes: 0GitHub stars: 11
- Oc AaThis skill enables the agent to **automatically answer Gmail messages on behalf of a client**.Votes: 0GitHub stars: 11
- Oc Aap PassportAgent Attestation Protocol - The Reverse Turing Test.Votes: 0GitHub stars: 11
- Oc Abm OutboundMulti-channel ABM automation that turns LinkedIn URLs.Votes: 0GitHub stars: 11
- Oc Acc Error MemoryError pattern tracking for AI agents.Votes: 0GitHub stars: 11
- Oc Accessibility ToolkitFriction-reduction patterns for agents helping.Votes: 0GitHub stars: 11
- Oc AccliThis skill should be used when interacting with Apple Calendar on macOS.Votes: 0GitHub stars: 11
- Oc Acestep Lyrics TranscriptionTranscribe audio to timestamped lyrics using OpenAI Whisper or ElevenLabs Scribe API.Votes: 0GitHub stars: 11
- Oc ActivecampaignActiveCampaign CRM integration for lead management, deal.Votes: 0GitHub stars: 11
- Oc Adaptive SuiteA continuously adaptive skill suite that empowers Clawdbot.Votes: 0GitHub stars: 11
- Oc Adcp AdvertisingAutomate advertising campaigns with AI.Votes: 0GitHub stars: 11
- Oc Admet PredictionADMET (Absorption, Distribution, Metabolism, Excretion, Toxicity) prediction for drug candidates.Votes: 0GitHub stars: 11
- Oc Advanced CalendarAdvanced calendar skill with natural language.Votes: 0GitHub stars: 11
- Oc Adversarial PromptingAdversarial analysis to critique, fix.Votes: 0GitHub stars: 11
- Oc Ag Model UsageUse CodexBar CLI local cost usage to summarize.Votes: 0GitHub stars: 11
- Oc Agency GuardianGentle reminders to stay human while using AI.Votes: 0GitHub stars: 11
- Oc Agent ArcadeCompete against other AI agents in PROMPTWARS - a game of social.Votes: 0GitHub stars: 11
- Oc Agent ArenaParticipate in Agent Arena chat rooms with your real personality (SOUL.md + MEMORY.md)Votes: 0GitHub stars: 11
- Oc Agent Autonomy KitStop waiting for prompts.Votes: 0GitHub stars: 11
- Oc Agent BrowserAutomates browser interactions for web testing, form.Votes: 0GitHub stars: 11
- Oc Agent Contact CardDiscover and create Agent Contact Cards - a vCard-like.Votes: 0GitHub stars: 11
- Oc Agent Daily PlannerA structured daily planning and execution tracking system for AI agents.Votes: 0GitHub stars: 11