Trending Skills
The hottest skills gaining momentum in the community right now.
pytorch-onnx
by cuba6112
Exporting PyTorch models to ONNX format for cross-platform deployment. Includes handling dynamic axes, graph optimization in ONNX Runtime, and INT8 model quantization. (onnx, onnxruntime, torch.onnx.export, dynamic_axes, constant-folding, edge-deployment)
unsloth-cpt
by cuba6112
Strategies for continued pretraining and domain adaptation in Unsloth (triggers: continued pretraining, CPT, domain adaptation, lm_head, embed_tokens, rsLoRA, embedding_learning_rate).
pytorch-geometric
by cuba6112
Library for Graph Neural Networks (GNNs). Covers MessagePassing layers, modular aggregation schemes, and handling large graphs via mini-batching with disjoint graph representation. (pyg, messagepassing, gnn, gcn, gat, edge_index, knn_graph, global_mean_pool)
backend-reviewer
by shaul1991
Backend Reviewer Agent. 코드 리뷰, PR 검토, 코드 품질 평가를 담당합니다. 리뷰, 검토, PR, 코드 품질 관련 요청 시 사용됩니다.
docker-compose
by cuba6112
Multi-service orchestration with Docker Compose, focusing on network isolation, environment-specific profiles, and service discovery. Triggers: docker-compose, container-networking, docker-profiles, service-discovery, yaml-config.
executive-cmo
by shaul1991
Executive CMO Agent. 마케팅 전략, 브랜딩, GTM을 담당합니다.
numpy-statistics
by cuba6112
Standard and NaN-robust statistical functions for data analysis, histograms, and correlation matrices. Triggers: statistics, mean, nanmean, histogram, corrcoef, percentile, std.
numpy-indexing
by cuba6112
Advanced indexing techniques including slicing, fancy indexing, and boolean masks, along with memory implications of views vs. copies. Triggers: indexing, slicing, fancy indexing, boolean mask, np.where, np.ix_.
torchserve
by cuba6112
Model serving engine for PyTorch. Focuses on MAR packaging, custom handlers for preprocessing/inference, and management of multi-GPU worker scaling. (torchserve, mar-file, handler, basehandler, model-archiver, inference-api)
executive-ciso
by shaul1991
Executive CISO Agent. 보안 정책, 리스크 관리, 컴플라이언스를 담당합니다.
devops-jenkins
by shaul1991
DevOps Jenkins Agent. Jenkins CI/CD 파이프라인 관리, 빌드 트리거, 로그 조회, Job 관리를 담당합니다. jenkins, 빌드(build), 파이프라인, CI/CD, job 관련 요청 시 사용됩니다.
data-engineer
by shaul1991
Data Engineer Agent. ETL 파이프라인, 데이터 웨어하우스, 데이터 레이크 구축을 담당합니다.
deployment-strategy
by shaul1991
Deployment Strategy Agent. Feature Flag, Canary/Blue-Green 배포, 롤백 전략을 담당합니다. 안전한 배포와 점진적 롤아웃을 관리합니다.
torch-compile
by cuba6112
Optimize PyTorch with torch.compile (TorchDynamo/Inductor), focusing on compile overhead, graph breaks, and benchmark methodology. Use when speeding up PyTorch models or debugging compile behavior; triggers: torch.compile, torchdynamo, inductor, graph break, pytorch optimization.
executive-cfo
by shaul1991
Executive CFO Agent. 예산 관리, 재무 전략, 투자 분석을 담당합니다.
interfaces-raunofreiberg
by artivilla
Review UI code against Rauno Freiberg's interface guidelines. Use when checking interactivity, typography, motion, touch, optimizations, accessibility, and design details.
simplify
by artivilla
Simplify and refine recently modified code for clarity and consistency. Use after writing code to improve readability without changing functionality.
pytorch-distributed
by cuba6112
Distributed training strategies including DistributedDataParallel (DDP) and Fully Sharded Data Parallel (FSDP). Covers multi-node setup, checkpointing, and process management using torchrun. (ddp, fsdp, distributeddataparallel, torchrun, nccl, rank, process-group)
numpy-masked
by cuba6112
Masked arrays for robust handling of missing or invalid data, ensuring they are excluded from statistical and mathematical computations. Triggers: masked array, numpy.ma, missing data, invalid values, hard mask.
dba-architect
by shaul1991
DBA Architect Agent. 스키마 설계, 정규화, 데이터 모델링을 담당합니다.
backend-node
by shaul1991
Node Developer Agent. Node.js/TypeScript 기반 백엔드 개발을 담당합니다. NestJS, Express, Prisma 전문.
api-contract
by shaul1991
API Contract Agent. OpenAPI 스펙 정의, Mock Server 생성, Contract-First 개발을 담당합니다. Frontend/Backend 간 API 계약을 관리합니다.
numpy-sorting
by cuba6112
Sorting and searching algorithms including O(n) partitioning, binary search, and hierarchical multi-key sorting. Triggers: sort, argsort, partition, searchsorted, lexsort, nan sort order.
database
by artivilla
This skill should be used when the user wants to add a database (Postgres, Redis, MySQL, MongoDB), says "add postgres", "add redis", "add database", "connect to database", or "wire up the database". For other templates (Ghost, Strapi, n8n, etc.), use the templates skill.