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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.

rag-perf NVIDIA RAG skill Runs a profiling pass and an aiperf load test against a deployed NVIDIA RAG Blueprint server, all driven by one YAML config. CX Codex +1 2,200installs resubmit-pipeline wanshuiyin skill Orchestrates a text-only resubmission of an academic paper to a new venue based on prior reviews. Adapts the draft under strict formatting constraints without running new experiments. CX Codex +1 396installs elasticsearch-onboarding elastic skill Walks a developer from "I want search" to working code: clarifies the use case, helps with data mapping and produces tested examples for Elasticsearch 9.x. CX Codex +1 4,300installs base44-sdk base44 skill This skill helps agents build Base44 features with the JavaScript SDK, covering entities, backend functions, realtime actors, and the AI gateway. CX Codex +1 11,000installs vision-framework dpearson2699 skill A skill for adding text recognition, face detection and barcode scanning to iOS apps. Useful when you need OCR or live camera scanning. CX Codex +1 3,800installs predictingthepast google-deepmind skill Restores damaged Latin and Ancient Greek texts, estimates their origin, and retrieves parallel inscriptions. Use it when analysing an inscription or epigraphic document. CX Codex +1 1,200installs acestep digitalsamba skill A skill that generates music and handles audio: background tracks, vocals, covers, stem extraction. Useful when a video needs a soundtrack or jingle. CX Codex +1 841installs claude-real-video HUANGCHIHHUNGLeo skill The skill pulls scene-aware keyframes and a transcript out of a video so the agent can say what happens in it. Handy when someone drops a YouTube link or a local file. CX Codex +1 571installs agentforce-observe forcedotcom skill Analyzes production Agentforce agent behavior via Data Cloud session traces and manages Agent Health Monitoring alerts. CX Codex +1 5,700installs cuopt-numerical-optimization-formulation NVIDIA cuOpt Team skill Turns a written problem into a clean LP, MILP or QP formulation: variables, constraints, objective. Concepts only, no API code. CX Codex +1 2,100installs dali-dynamic-mode DALI Team skill A skill that steers the agent through NVIDIA DALI's imperative mode: direct ndd calls instead of pipeline graphs, plus help migrating existing pipelines. CX Codex +1 2,100installs nemotron-customize NVIDIA Nemotron Team skill Plans DAG pipelines and generates YAML configs for Nemotron customization steps, from data curation and SFT to RL alignment and evaluation. CX Codex +1 2,100installs physical-ai-neural-reconstruction NVIDIA Physical AI skill A thin router for NVIDIA NuRec work: it points you to the right skill for converting a recording, training a reconstruction or rendering a USDZ. CX Codex +1 2,100installs natural-language dpearson2699 skill A skill for on-device text work: tokenization, language detection, part-of-speech tags, entities, sentiment and translation in Apple apps. CX Codex +1 3,700installs coreml dpearson2699 skill This skill guides Swift integration of Core ML in iOS apps, from loading models to running predictions and choosing compute units. CX Codex +1 3,700installs acreadiness-assess official github skill Runs an AgentRC AI-readiness scan on your repository and generates a standalone HTML report at reports/index.html. Handy before configuring AI agent instructions. 158installs speech-recognition dpearson2699 skill A skill that walks your agent through speech-to-text on Apple's Speech framework, from live microphone capture to recognizing recorded files. CX Codex +1 3,700installs acreadiness-generate-instructions official github skill This skill generates instruction files for GitHub Copilot and scopes rules to repository areas. Use it when a project needs repeatable AI coding guidance. 153installs nemo-automodel-distributed-training NVIDIA skill Picks a distributed training strategy for NeMo AutoModel and lists the YAML fields to set. Useful when the model no longer fits on one GPU. CX Codex +1 2,000installs nemotron-retrieval-recipes NVIDIA Nemotron Team skill Helps plan, debug, tune, export, and deploy public NVIDIA Nemotron embedding and reranking retrieval recipes. Useful for fixing recall and ranking issues in search pipelines. CX Codex +1 2,000installs nemotron-speech Nemotron Speech Team skill A skill that walks your agent through NVIDIA Nemotron Speech (formerly Riva) NIM work: deploying, running and testing ASR, TTS and NMT in the cloud or self-hosted. CX Codex +1 2,000installs physical-ai-defect-image-generation NVIDIA skill Prepares automated defect synthesis pipelines for optical quality inspection. Helps construct training sets for electronic boards, metal, and glass using Cosmos vision models. CX Codex +1 2,000installs physical-ai-video-data-augmentation NVIDIA skill Runs the video augmentation and auto-labeling loop on OSMO, from picking a flow and preflight checks to monitoring and pulling outputs. CX Codex +1 2,000installs alphaear-sentiment RKiding skill Financial sentiment analysis skill using local FinBERT or LLM inference. Classifies market texts into positive, negative, or neutral with a numeric score. CX Codex +1 645installs agentforce-d360-analyze forcedotcom skill Reconstructs Agentforce sessions from Salesforce Data Cloud audit logs. Useful for tracing conversation turns and diagnosing why an interaction escalated or failed. CX Codex +1 5,300installs observability-llm-obs elastic skill Reads LLM telemetry that already sits in Elastic and answers questions about latency, errors, token spend, guardrail hits and agent call chains. CX Codex +1 3,900installs interview-cheatsheet wanshuiyin skill Creates long-form Chinese interview cheat sheets on ML and LLM topics, complete with formulas, PyTorch code, and 25 questions. CX Codex +1 359installs write-judge-prompt ai-evals-course skill Walks you through one binary Pass/Fail LLM-as-Judge evaluator for a subjective failure mode: tone, faithfulness, relevance. Useful when code checks fall short. CX Codex +1 1,100installs validate-evaluator ai-evals-course skill This skill checks whether an LLM judge agrees with expert labels and measures TPR/TNR on a held-out set. CX Codex +1 1,100installs agents-get-started aws-agentcore skill Helps developers bootstrap agents on AWS AgentCore: pick the right framework, scaffold project files, and prepare the first run. CX Codex +1 2,000installs exa-web-search-free sundial-org skill Adds Exa search through MCP for web information, code examples, and company research. Use it when an agent needs external context without an API key. CX Codex +1 2,800installs pgvector-semantic-search tigerdata skill Configures AI agents to set up vector similarity search in PostgreSQL using pgvector. Helps store embeddings with halfvec, build HNSW indexes, and power RAG apps. CX Codex +1 938installs claude-real-video-for-agents HUANGCHIHHUNGLeo skill Extracts scene-aware keyframes, removes duplicates, and transcribes audio so coding agents can analyze video files. CX Codex +1 507installs dynamo-troubleshoot Dan Gil skill Sorts a broken Dynamo deployment into one problem class and hands you the next command. Useful when pods, PVCs or benchmark jobs stall. CX Codex +1 1,900installs nemo-mbridge-recipe-recommender NVIDIA skill A skill that picks a starting Megatron Bridge recipe for your model, GPU count and training goal, then helps you resize parallelism. CX Codex +1 1,900installs launch-nemo-rl NVIDIA skill Playbook for launching, inspecting, and debugging NeMo-RL recipes on Kubernetes using the nrl-k8s CLI. CX Codex +1 1,900installs nemo-mbridge-perf-memory-tuning NVIDIA skill Helps diagnose GPU OOM failures in Megatron Bridge training and choose settings that reduce peak memory use. CX Codex +1 1,900installs nemo-rl-auto-research NVIDIA skill Automates hypothesis testing and training loops in NeMo-RL and NeMo-gym. Keeps experiments tracked through dedicated git branches and TSV logs. CX Codex +1 1,900installs nemo-automodel-launcher-config NVIDIA skill Configures NeMo AutoModel launches for interactive runs, Slurm clusters, and SkyPilot. Use it when launch YAML or multi-node settings need to be worked out. CX Codex +1 1,900installs nemo-automodel-model-onboarding NVIDIA skill Walks you through adding a new model architecture to NeMo AutoModel, from reading config.json to registering the class and writing tests. CX Codex +1 1,900installs

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