Best agent skills for Data Scientists, page 120

Set up infrastructure for fine-tuning LLMs with QLoRA, LoRA, and full fine-tuning using Hugging Face TRL, Axolotl, and distributed training with DeepSpeed or FSDP.

majiayu000/claude-skill-registry

Detects and prevents data leakage in machine learning and mathematical modeling.

majiayu000/claude-skill-registry

Expert in building scalable ML systems, from data pipelines and model training to production deployment and monitoring.

majiayu000/claude-skill-registry

Document a deployed ML/AI model so others can use it responsibly.

majiayu000/claude-skill-registry

Model documentation skill for generating model cards following Google's model card framework.

majiayu000/claude-skill-registry

High-performance genomic interval operations and bioinformatics file I/O on Polars DataFrames.

majiayu000/claude-skill-registry

Forecast project outcomes using historical data: cost overruns, schedule delays, risk probabilities.

majiayu000/claude-skill-registry

Analyze construction site photos to track progress, detect safety issues, and compare against BIM models using computer vision.

majiayu000/claude-skill-registry

专注大语言模型提示词设计与优化的专家，精通系统提示词架构、思维链设计、少样本学习策略、以及提示词效果评测和迭代方法论. An agent skill from majiayu000/claude-skill-registry.

majiayu000/claude-skill-registry

Prompt templates, few-shot examples, chain-of-thought, structured output, evals

majiayu000/claude-skill-registry

Activates when the user asks about AI prompts, needs prompt templates, wants to search for prompts, or mentions prompts.chat.

majiayu000/claude-skill-registry

PyTorch model training skill with custom training loops, gradient management, and GPU optimization.

majiayu000/claude-skill-registry

Expert in quantitative finance, algorithmic trading, and financial data analysis using Python (Pandas/NumPy), statistical modeling, and machine learning.

majiayu000/claude-skill-registry

A skill your agent uses when the user asks to design RAG pipelines, optimize retrieval strategies, choose embedding models, implement vector search, or build knowledge retrieval systems.

majiayu000/claude-skill-registry

Build and operate Retrieval-Augmented Generation (RAG) infrastructure with vector stores, embedding pipelines, and hybrid search.

majiayu000/claude-skill-registry

Chunking strategies, embedding model selection, hybrid search, reranking, eval metrics

majiayu000/claude-skill-registry

A skill your agent uses when you need evidence-bounded grounding, relevance, completeness, citation support, abstention, and answer-level evidence in RAG outputs; triggers include RAG 质量 and RAG…

majiayu000/claude-skill-registry

Framework for scaling Python applications from a laptop to a cluster.

majiayu000/claude-skill-registry

Distributed computing skill using Ray for parallel training, hyperparameter search, and resource management.

majiayu000/claude-skill-registry

Assemble a cinematic live-action-style music-video ad from a config — an original sung anthem carries the whole narrative while N 35mm-film-look i2v clips are each cut to their lyric window and…

majiayu000/claude-skill-registry

Structure a retention analysis, churn investigation, or engagement deep-dive for any product team.

majiayu000/claude-skill-registry

Predict project completion dates using ML models. An agent skill from majiayu000/claude-skill-registry.

majiayu000/claude-skill-registry

SHAP-based model explainability skill for feature attribution, summary plots, and interaction analysis.

majiayu000/claude-skill-registry

Scikit-learn model training skill with cross-validation, hyperparameter tuning, pipeline construction, and model serialization.

majiayu000/claude-skill-registry

Expert skill for SLAM algorithm selection, configuration, and tuning.

majiayu000/claude-skill-registry

TensorFlow/Keras model training skill with callbacks, distributed strategies, and TensorBoard integration.

majiayu000/claude-skill-registry

NVIDIA TensorRT model optimization and deployment. An agent skill from majiayu000/claude-skill-registry.

majiayu000/claude-skill-registry

Design and validate LLM-based text classification. An agent skill from majiayu000/claude-skill-registry.

majiayu000/claude-skill-registry

Agent basina token kullanimi takibi, maliyet optimizasyonu, butce limitleri ve ROI analizi.

majiayu000/claude-skill-registry

Expert in forecasting, signal detection, and market intelligence.

majiayu000/claude-skill-registry

Expert skill for CUDA Unified Memory and memory prefetching optimization.

majiayu000/claude-skill-registry

Embedding strategies, ANN algorithms, hybrid search, RAG chunking strategies, and reranking for semantic search and retrieval.

majiayu000/claude-skill-registry

Implement semantic vector search for construction data. An agent skill from majiayu000/claude-skill-registry.

majiayu000/claude-skill-registry

WhyLabs integration skill for ML observability, profile logging, and anomaly detection.

majiayu000/claude-skill-registry

Tokio,

rocky-data/rocky

Clari revenue operations platform for AI-powered forecasting

majiayu000/claude-skill-registry

Operate CVAT for computer-vision annotation, dataset workflows, SDK/CLI automation, auto-annotation, and self-hosted deployment.

majiayu000/claude-skill-registry

Use MTEB to evaluate embedding models, select tasks and benchmarks, validate model protocols, run CLI workflows, inspect result caches, and contribute tasks/models/benchmarks.

majiayu000/claude-skill-registry

Use NNI for AutoML experiments, hyperparameter tuning, neural architecture search, model compression, feature engineering, nnictl, and optional dependency troubleshooting.

majiayu000/claude-skill-registry

Author, execute, and deliver reproducible analysis notebooks in marimo (default) or Jupyter, with all cells run end-to-end and figures embedded.

majiayu000/claude-skill-registry

Routes pyts time-series loading, preprocessing, symbolic encoding, feature extraction, metrics, classification, and multivariate workflows.

majiayu000/claude-skill-registry

Route SAHI sliced object-detection inference, model integration, postprocessing, COCO dataset utilities, prediction objects, CLI usage, and troubleshooting workflows.

majiayu000/claude-skill-registry

Guide for building Graph Neural Networks with PyTorch Geometric (PyG).

BioTender-max/awesome-bio-agent-skills

Marveen flottában új channel plugin (slack-channel, telegram, stb.) telepítésekor a user-szintű ~/.claude/settings.json enabledPlugins minden agent-nek loadolja a plugin server-t, és ha az egy…

Szotasz/marveen

After any AI-generated explanation, require the learner to identify one place it could be wrong, one thing to check, and one source to consult.

GarethManning/education-agent-skills

Design structured perspective-taking activities with anti-projection guardrails.

GarethManning/education-agent-skills

Route text-labeling requests across LDA topic modeling, sklearn baselines, pretrained transformer models, and OpenAI-compatible LLM labeling.

Drchronx/ai-agent-research-starter-kit

Track data lineage and reproducibility for academic projects.

Drchronx/ai-agent-research-starter-kit