NeVibeCode · 2,465 items
Skills for AI and ML
Skills for AI and ML: what each one does, an install command and example prompts.
lit-review skill Runs a structured literature search and synthesis: key papers, thematic clusters, gaps, and BibTeX-ready citations. Useful before writing a paper or a grant proposal.
CX Codex +1
★ 1,671repo stars
openai-image-gen skill This skill generates images through the OpenAI Images API using GPT Image, DALL-E 3 or DALL-E 2. It also builds an HTML gallery of the results.
CX Codex +1
★ 700repo stars
m365-agent-evaluator skill Build evaluation suites for Microsoft 365 Copilot declarative agents, run them, and inspect the results. Use it when setting up tests or investigating failed evaluations.
★ 3,149repo stars
customize skill Walks you through deploying an Azure OpenAI model step by step: version, SKU, capacity, RAI policy and advanced options. Useful when you need exact control over the config.
★ 3,149repo stars
finetuning skill A skill that walks through model fine-tuning on Microsoft Foundry: dataset prep, job submission, deployment, evaluation. Useful when the base model's behaviour does not fit.
★ 3,149repo stars
airunway-aks-setup skill Guides AI Runway setup on an existing AKS cluster, from checking nodes to deploying a model. Use it to install the controller and configure an inference provider.
★ 3,149repo stars
azure-ai-vision-imageanalysis-java skill A skill for the Azure AI Vision SDK for Java. It feeds the agent ready code for captions, OCR, object detection, tagging and smart cropping.
★ 3,149repo stars
azure-ai-contentsafety-java skill A skill that walks the agent through the Azure AI Content Safety SDK for Java: text and image analysis, blocklists, harm detection.
★ 3,149repo stars
azure-mgmt-weightsandbiases-dotnet skill A skill that walks the agent through deploying and managing Weights & Biases instances in Azure, including Entra ID single sign-on.
★ 3,149repo stars
aks-gpu-inference skill Investigate AKS GPU and KAITO incidents using cluster events, status, and available metrics. Useful for Pending GPU pods, model-load OOMs, and scaling issues.
★ 3,149repo stars
emerging-techniques-model-merging skill A Claude skill that walks through merging fine-tuned models with mergekit, so you can blend capabilities without retraining.
80installs
distributed-training-ray-train skill A Claude skill for distributed model training with Ray Train, taking PyTorch, TensorFlow and HuggingFace workloads from one GPU to a cluster.
79installs
fine-tuning-peft skill A skill that walks through fine-tuning large language models with LoRA, QLoRA and other adapter methods when GPU memory is tight.
71installs
inference-serving-vllm skill A Claude skill that walks you through serving LLMs on vLLM: an Anthropic-compatible server, offline batch runs and quantized models.
70installs
emerging-techniques-model-pruning skill This skill walks through pruning language-model weights with Wanda, SparseGPT, and other methods. Use it to explore model compression without retraining.
67installs
vibe-creating-prompt skill Turns an idea, a scene or a rough draft into a prompt a text-to-video model can work with. First it checks whether the task fits the Vibe Creating style at all.
CX Codex +1
★ 153repo stars
mlops-mlflow skill A skill that gives Claude working instructions for MLflow: logging runs, versioning models in the registry, and reproducing experiments.
64installs
quick-stats skill Get a compact Agent Monitor snapshot covering agent sessions, spending, daily events, and tool usage. Check the latest activity from your terminal.
CX Codex +1
★ 1,121repo stars
emerging-techniques-speculative-decoding skill A skill that walks your agent through speculative decoding, Medusa and lookahead decoding to speed up token generation by 1.5–3.6×.
59installs
claude-opus-4-5-migration skill A skill that scans your codebase for model strings and API calls and switches them to Opus 4.5. Useful when a project needs the newer model.
55installs
aeon skill Gives Claude a working map of the aeon Python library for classification, forecasting, clustering and anomaly detection on time series.
52installs
narrative-tracker skill This skill pulls crypto and tech narratives from X, scores their mindshare and velocity, and gives each one a position call: FRONT-RUN, RIDE, FADE, WATCH or IGNORE.
CX Codex +1
★ 783repo stars
compute-resell skill Lists your models on the Surplus Intelligence marketplace and reprices each offer to win routing, staying inside a cost floor, cap and health guardrails.
CX Codex +1
★ 783repo stars
de-ai-ify skill A skill that spots the stock phrases language models fall back on and rewrites the text in a plainer voice, keeping your facts and structure.
CX Codex +1
★ 449repo stars
stage-edit skill A skill that cuts, joins, burns captions and places overlays on footage you already shot. Useful once the clips exist and the edit decisions are made.
CX Codex +1
★ 329repo stars
llm-wiki skill Turns papers, transcripts and notes into a linked Markdown wiki, then answers questions from it with citations. Useful once your material outgrows a chat window.
CX Codex +1
★ 123repo stars
unslop skill Rewrites model output so it reads like a person wrote it: no flattery, no stock phrases, no flat rhythm. Technical details stay exactly as they were.
CX Codex +1
★ 164repo stars
mind-clone skill Turns the assistant into a chosen individual by loading their traits, values and speech patterns from files on disk.
CX Codex +1
★ 61repo stars
routing skill A skill that hands tasks to llm_router tools so cheap models take the easy work and stronger ones get the rest.
CX Codex +1
★ 119repo stars
persona skill Builds a reusable panel of AI personas, interviews them one by one, and turns the answers into a report with themes and cross-tabs.
CX Codex +1
★ 59repo stars
data-scientist skill A skill that turns questions about your data into reproducible scripts: locate the files, clean them, report metrics with honest uncertainty.
CX Codex +1
★ 211repo stars
writing-video-prompts skill Writes the motion prompt for a video clip: what moves, how the camera behaves, the physics and the audio. Text only, nothing is generated.
CX Codex +1
★ 232repo stars
researching-competitor-ads skill Pulls a competitor's live and stopped ads, has a vision model watch the video and read the stills, and shows which creatives held the longest.
CX Codex +1
★ 232repo stars
generating-storyboards skill Draws storyboard sheets for a video: one sheet per clip, vertical panels in a row, one action each. Useful once clip lengths and the story are locked but nothing is animated yet.
CX Codex +1
★ 232repo stars
generating-image-ads skill This skill turns a product photo or URL into a finished static ad — a single frame or a set sized for the placements you name.
CX Codex +1
★ 232repo stars
generating-ai-actors skill Casts a photorealistic person as a single image. Pass that image into later generations and the same face, hair and build come back.
CX Codex +1
★ 232repo stars
analyzing-products skill Turns a product page or a single photo into facts you can feed straight into image or video generation.
CX Codex +1
★ 232repo stars
adapting-formats skill Rebuilds an existing image ad at other aspect ratios while keeping the product, the wording and the look. Handy when one creative has to run in several sizes.
CX Codex +1
★ 232repo stars
lifestyle-scene skill Drops a real product into a believable everyday scene — kitchen, bathroom, gym — and keeps the item itself unchanged.
CX Codex +1
★ 120repo stars
venice-video skill A skill that walks an agent through Venice's async video endpoints: text-to-video, image-to-video, first/last-frame transitions, upscale. Useful when you want a clip straight from the prompt.
CX Codex +1
★ 160repo stars
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