Machine Learning

from "affaan-m/everything-claude-code"

Structured scholarly-work evaluation for papers, proposals, literature reviews, methods sections, evidence quality, citation support, and research-writing feedback.

from "nexu-io/open-design"

Read, generate, and adjust PowerPoint slides, layouts, and templates. Useful for executive decks, training material, and product reviews.

from "github/awesome-copilot"

Creates, runs, and analyzes Arize experiments for evaluating and comparing model performance. Covers experiment CRUD, exporting runs, comparing results, and evaluation workflows using the...

from "github/awesome-copilot"

Creates, manages, and queries Arize datasets and examples. Covers dataset CRUD, appending examples, exporting data, and file-based dataset creation using the ax CLI. Use when the user needs...

from "github/awesome-copilot"

Guides embedding model migration in Qdrant without downtime. Use when someone asks 'how to switch embedding models', 'how to migrate vectors', 'how to update to a new model', 'zero-downtime...

from "github/awesome-copilot"

Guides Qdrant search strategy selection. Use when someone asks 'should I use hybrid search?', 'BM25 or sparse vectors?', 'how to rerank?', 'results are not relevant', 'I don't get needed...

from "github/awesome-copilot"

Diagnoses and improves Qdrant search relevance. Use when someone reports 'search results are bad', 'wrong results', 'low precision', 'low recall', 'irrelevant matches', 'missing expected...

from "github/awesome-copilot"

Patterns and techniques for evaluating and improving AI agent outputs. Use this skill when: - Implementing self-critique and reflection loops - Building evaluator-optimizer pipelines for...

from "googleworkspace/cli"

Google Model Armor: Filter user-generated content for safety.

from "googleworkspace/cli"

Google Model Armor: Sanitize a model response through a Model Armor template.

from "googleworkspace/cli"

Google Model Armor: Create a new Model Armor template.

from "K-Dense-AI/scientific-agent-skills"

Molecular featurization for ML 100+ featurizers . ECFP, MACCS, descriptors, pretrained models ChemBERTa , convert SMILES to features, for QSAR and molecular ML.

from "K-Dense-AI/scientific-agent-skills"

This skill should be used when working with genomic interval data BED files for machine learning tasks. Use for training region embeddings Region2Vec, BEDspace , single-cell ATAC-seq...

from "K-Dense-AI/scientific-agent-skills"

Comprehensive toolkit for protein language models including ESM3 generative multimodal protein design across sequence, structure, and function and ESM C efficient protein embeddings and...

from "K-Dense-AI/scientific-agent-skills"

This skill should be used for time series machine learning tasks including classification, regression, clustering, forecasting, anomaly detection, segmentation, and similarity search. Use...

from "K-Dense-AI/scientific-agent-skills"

Cloud computing platform for running Python on GPUs and serverless infrastructure. Use when deploying AI/ML models, running GPU-accelerated workloads, serving web endpoints, scheduling...

from "K-Dense-AI/scientific-agent-skills"

Use when the user is doing AI/ML work in a scientific domain — biology, chemistry, physics, astronomy, climate, genomics, materials science, medicine, ecology, energy, conservation,...

from "K-Dense-AI/scientific-agent-skills"

A discovered SKILL.md agent skill.

from "K-Dense-AI/scientific-agent-skills"

GPU-accelerate Python code using CuPy, Numba CUDA, Warp, cuDF, cuML, cuGraph, KvikIO, cuCIM, cuxfilter, cuVS, cuSpatial, and RAFT. Use whenever the user mentions GPU/CUDA/NVIDIA...

from "alirezarezvani/claude-skills"

../../../engineering-team/skills/senior-ml-engineer/SKILL.md

from "phuryn/pm-skills"

Generate a Startup Canvas combining Product Strategy 9 sections and Business Model costs + revenue for a new product. An alternative to BMC and Lean Canvas that separates strategy from...

from "phuryn/pm-skills"

Generate a Business Model Canvas with all 9 building blocks. Use when creating a business model, documenting how a business creates value, or analyzing an existing business model.

from "phuryn/pm-skills"

Generate realistic dummy datasets for testing with customizable columns, constraints, and output formats CSV, JSON, SQL, Python script . Use when creating test data, building mock datasets,...

from "huggingface/skills"

Use Transformers.js to run state-of-the-art machine learning models directly in JavaScript/TypeScript. Supports NLP text classification, translation, summarization , computer vision image...