Best agent skills for Data Scientists, page 109

Diagnose and rewrite an underperforming LLM prompt so it produces reliable, well-structured output.

mohitagw15856/pm-claude-skills

Review an existing Retrieval-Augmented Generation system and find why it underperforms.

mohitagw15856/pm-claude-skills

Design a Retrieval-Augmented Generation system end to end. An agent skill from mohitagw15856/pm-claude-skills.

mohitagw15856/pm-claude-skills

Figure out the best card or payment route for a purchase (or your everyday spending) to maximize cashback/points — without overspending or drowning in complexity.

mohitagw15856/pm-claude-skills

Build a structured sales forecast framework for any business or team.

mohitagw15856/pm-claude-skills

Build a staff shift schedule that matches coverage to demand while hitting a labor-cost target.

mohitagw15856/pm-claude-skills

Analyze sprint velocity data and produce an engineering team health report covering delivery trends, capacity utilization, and improvement recommendations.

mohitagw15856/pm-claude-skills

Diagnose a slow SQL query and produce a concrete optimization plan.

mohitagw15856/pm-claude-skills

Design a usage-based pricing scheme that scales revenue with value without scaring customers away — the metric that tracks value, tiers with included volume, and the guardrails that prevent bill…

mohitagw15856/pm-claude-skills

Design a voice AI agent for phone or in-app conversations — call flows, interruption handling, escalation to humans, and the metrics that catch a bad voice experience.

mohitagw15856/pm-claude-skills

A skill your agent uses when the user needs to write, review, or migrate SQL queries in ADVPL/TLPP using BeginSQL/EndSQL blocks and macro expressions (%table%, %xfilial%, %notDel%, %exp%, %Order%)…

thalysjuvenal/advpl-specialist

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

mohitagw15856/pm-claude-skills

Create, review, and restyle data visualizations using Edward Tufte principles: high data-ink ratio, direct labels, range-frame axes, small multiples, accessible color, responsive charts, and honest…

Mathews-Tom/armory

GPU optimization for consumer NVIDIA GPUs (8-24GB VRAM) covering mixed precision, gradient checkpointing, XGBoost GPU, CuPy/cuDF migration, and torch.compile.

Mathews-Tom/armory

WorldQuant 101 Formulaic Alphas — 因子计算、IC测试、回测一体化工具包. An agent skill from aAAaqwq/AGI-Super-Team.

aAAaqwq/AGI-Super-Team

Ultimate cost optimization toolkit for OpenClaw/Claude Code.

LeoYeAI/openclaw-master-skills

书/长文/研报/论文的深度消化，产出结构笔记+原子笔记+知识网络连接。关键词：深度阅读、深度学习、结构笔记、deep learning。

LeoYeAI/openclaw-master-skills

个人表达能力训练教练。支持即兴话题练习（AI评分+反馈）、职场/社交场景角色扮演模拟、表达框架速查、 自定义话题管理、进步追踪与数据分析、每日表达力Tips推送。

LeoYeAI/openclaw-master-skills

Physics-derived reasoning engine for AI models. An agent skill from LeoYeAI/openclaw-master-skills.

LeoYeAI/openclaw-master-skills

Ship packages with Shippo. An agent skill from LeoYeAI/openclaw-master-skills.

LeoYeAI/openclaw-master-skills

Configure and validate Unstructured post-partition chunking for RAG, embedding, and downstream processing.

VectorSpaceLab/AREX-Skill

Use this sub-skill for MLAlgorithms supervised tabular estimators: linear/logistic regression, KNN, Naive Bayes, SVM kernels, random forests, gradient boosting, and experimental factorization…

VectorSpaceLab/AREX-Skill

Use this sub-skill for Optuna command-line workflows and persistent/distributed storage: CLI commands, SQLite/RDB URLs, JournalStorage, GrpcStorageProxy, schema upgrades, CLI ask/tell…

VectorSpaceLab/AREX-Skill

Use this RAGs sub-skill to inspect, edit, update, delete, and troubleshoot generated RAG agent configuration and cache state.

VectorSpaceLab/AREX-Skill

Use this Dask sub-skill for configuration files and environment variables, the dask command line interface, local diagnostics/profiling/progress, callbacks/cache, scheduler/deployment documentation…

VectorSpaceLab/AREX-Skill

A skill your agent uses when working with GeoPandas GeoSeries and GeoDataFrame objects, geometry columns, CRS metadata, Shapely-backed geometry arrays, and spatial-index basics.

VectorSpaceLab/AREX-Skill

Use this DeepCTR sub-skill for SparseFeat, DenseFeat, VarLenSparseFeat, hashing, embedding sharing, input dictionaries, and tabular or sequence feature-column validation.

VectorSpaceLab/AREX-Skill

Use this Dask sub-skill for Dask DataFrame creation, CSV/Parquet/JSON/SQL IO, partitions and divisions, groupby/aggregation, joins/merge, shuffle, repartitioning, categorical/string/pyarrow…

VectorSpaceLab/AREX-Skill

Use this sub-skill when constructing torchvision datasets, validating dataset roots and downloads, wrapping datasets for transforms v2, decoding or encoding images with torchvision.io, or using…

VectorSpaceLab/AREX-Skill

Use this DeepCTR repo skill for CTR/recommender feature columns, Keras models, sequence/session models, multitask models, and legacy TensorFlow Estimator workflows.

VectorSpaceLab/AREX-Skill

A skill your agent uses for PaddleViT object detection workflows with DETR, Swin, or PVTv2: validate COCO data, select configs, build/train/evaluate models, reason about transforms, losses…

VectorSpaceLab/AREX-Skill

A skill your agent uses for Hugging Face Diffusers tasks: pipeline inference, schedulers, adapters/loaders, training recipes, modular pipelines, conversion helpers, CLI checks, and repo maintenance.

VectorSpaceLab/AREX-Skill

A skill your agent uses when working with ESPnet speech AI toolkit: installation, ESPnet2 recipes and training, pretrained inference/model zoo, ESPnet3 stage workflows, and repository testing.

VectorSpaceLab/AREX-Skill

A skill your agent uses for Feast feature store tasks: feature repositories, definitions, CLI, retrieval, materialization, serving, RAG/vector search, integrations, and Feast contributor workflows.

VectorSpaceLab/AREX-Skill

A skill your agent uses when working with GeoPandas GeoDataFrame and GeoSeries workflows, vector geospatial I/O, CRS-aware spatial operations, mapping, geocoding, and GeoPandas-specific validation.

VectorSpaceLab/AREX-Skill

A skill your agent uses when working with imgaug image augmentation pipelines, aligned annotations, stochastic parameters, dtype/data utilities, or multicore augmentation for computer-vision data.

VectorSpaceLab/AREX-Skill

Use this sub-skill for Ultralytics YOLO predict workflows, source handling, streaming and batching, Results extraction, saving/plotting/cropping, and thread-safe inference.

VectorSpaceLab/AREX-Skill

Use torchtune generation, Eleuther evaluation, and quantization workflows safely after checkpoints exist.

VectorSpaceLab/AREX-Skill

A skill your agent uses when running RobustVideoMatting inference, loading weights, using convertvideo or TorchHub, converting image/video inputs, or reasoning about exported model runtimes.

VectorSpaceLab/AREX-Skill

A skill your agent uses for Informer2020 long-sequence time-series forecasting training, evaluation, custom CSV preparation, and prediction workflows.

VectorSpaceLab/AREX-Skill

Load local files or raw text into LlamaIndex Documents, split them into metadata-aware nodes, and run ingestion pipelines with cache/docstore controls.

VectorSpaceLab/AREX-Skill

A skill your agent uses when reading, writing, filtering, converting, or troubleshooting GeoPandas vector files, GeoJSON, WKB/WKT, Arrow, Parquet, Feather, and PostGIS data.

VectorSpaceLab/AREX-Skill

A skill your agent uses for PyPose LieTensor and manifold computation: choose SO3, SE3, Sim3, or RxSO3 group/algebra representations; construct, batch, convert, compose, act, retract, differentiate…

VectorSpaceLab/AREX-Skill

Use this repo skill for Make-It-3D single-image 3D creation, including CUDA asset setup, alpha-image validation, coarse NeRF optimization, refinement, rendering, export, and troubleshooting.

VectorSpaceLab/AREX-Skill

A skill your agent uses when plotting GeoPandas data, building interactive maps, classifying choropleths, adding tile context, or geocoding and reverse-geocoding addresses.

VectorSpaceLab/AREX-Skill

A skill your agent uses for MLAlgorithms (mla) educational machine-learning implementations: classical estimators, clustering/reduction, metrics, NeuralNet building blocks, and DQN examples.

VectorSpaceLab/AREX-Skill

A skill your agent uses when working with MMDetection 3.x for object detection, instance/panoptic segmentation, tracking-adjacent configs, model zoo configs, inference, visualization…

VectorSpaceLab/AREX-Skill

A skill your agent uses when working with RobustVideoMatting MattingNetwork APIs, recurrent states, model variants, refiners, tensor shapes, and safe synthetic forward checks.

VectorSpaceLab/AREX-Skill