majiayu000/claude-skill-registry - الصفحة ٤٠

using-ai-engineering

Route AI/ML tasks to correct Yzmir pack - frameworks, training, RL, LLMs, architectures, production

لغة النص الأصلي: الإنجليزية

using-deep-rl

Routes to appropriate deep-RL skills based on problem type and algorithm family

لغة النص الأصلي: الإنجليزية

using-dynamic-architectures

Use when building networks that grow, prune, or adapt topology during training. Routes to continual learning, gradient isolation, modular composition, and lifecycle orchestration skills.

لغة النص الأصلي: الإنجليزية

using-ml-production

Router skill directing to deployment, optimization, MLOps, and monitoring guides.

لغة النص الأصلي: الإنجليزية

using-neural-architectures

The architecture selection router for CNNs, Transformers, RNNs, GANs, GNNs by data modality and constraints

لغة النص الأصلي: الإنجليزية

using-pytorch-engineering

Routes to appropriate PyTorch specialist skill based on symptoms and problem type

لغة النص الأصلي: الإنجليزية

using-training-optimization

Router to training optimization skills based on symptoms and training problems

لغة النص الأصلي: الإنجليزية

vector-database-ops

Deploy, manage, and optimize vector databases for AI applications. Covers Qdrant, Weaviate, pgvector, and Pinecone — collection management, indexing strategies, backup, and performance tuning for production RAG and semantic search workloads.

لغة النص الأصلي: الإنجليزية

vector-databases

Design vector database ingestion and retrieval pipelines (points + payloads, filtered similarity search, multi-stage hybrid retrieval, index maintenance). Use when building RAG/vector search flows or debugging retrieval quality; triggers: vector database,…

لغة النص الأصلي: الإنجليزية

vector-databases

Vector database selection, embedding storage, approximate nearest neighbor (ANN) algorithms, and vector search optimization. Use when choosing vector stores, designing semantic search, or optimizing similarity search performance.

لغة النص الأصلي: الإنجليزية

vector-index-tuning

Optimize vector index performance for latency, recall, and memory. Use when tuning HNSW parameters, selecting quantization strategies, or scaling vector search infrastructure.

لغة النص الأصلي: الإنجليزية

vector-search-alternatives

SQLiteプロジェクト向けのベクトル検索代替戦略スキル。 SQLite VSS、外部ベクトルDB、RAGパイプラインの実装を提供します。 Anchors: - The Pragmatic Programmer（Andrew Hunt）/ 適用: 実践的ソリューション選定 / 目的: 適材適所の技術選択 - Designing Data-Intensive Applications（Martin Kleppmann）/ 適用: データシステム設計 / 目的: スケーラブルなアーキテクチャ - Building…

لغة النص الأصلي: اليابانية

vector-search-patterns

Implementing semantic search and similarity search using vector embeddings and vector databases.

لغة النص الأصلي: الإنجليزية

vector-search

Implement vector search for knowledge retrieval. Use when adding RAG, semantic search, knowledge base features, or context building for the agent.

لغة النص الأصلي: الإنجليزية

vector-store

Transient vector store service for fast similarity search (FAISS)

لغة النص الأصلي: الإنجليزية

vector-store

Vector store schema protection and migration management

لغة النص الأصلي: الإنجليزية

verify-training-pipeline

Verify a CVlization training pipeline example is properly structured, can build, trains successfully, and logs appropriate metrics. Use when validating example implementations or debugging training issues.

لغة النص الأصلي: الإنجليزية

vexor

Vector-powered CLI for semantic file search with a Claude/Codex skill

لغة النص الأصلي: الإنجليزية

vision-utilities

Guide for using vision utilities in speedy_utils, including fast GPU image loading, memory-mapped datasets, and notebook visualization.

لغة النص الأصلي: الإنجليزية

wandb-plot

Shared skill entrypoint for Claude Code. See the canonical skill file at: wandb-plot/SKILL.md

لغة النص الأصلي: الإنجليزية

ward-identity-checker

Ward Identity Checker

لغة النص الأصلي: الإنجليزية

wedding-immortalist

Transform thousands of wedding photos and hours of footage into an immersive 3D Gaussian Splatting experience with theatre mode replay, face-clustered guest roster, and AI-curated best photos per person. Expert in 3DGS pipelines, face clustering, aesthetic…

لغة النص الأصلي: الإنجليزية

whole-brain-emulation-core-simulation

Simulate whole-brain emulation core processes.

لغة النص الأصلي: الإنجليزية

workflow-kaltstart-und-routing

Kaltstart und Routing im Plugin produktrecht: führt vom ersten Satz oder Dokument in den passenden Arbeitsweg, erkennt Rolle, Ziel, Risiko und Anschluss-Skills.

لغة النص الأصلي: الألمانية

xai-check

Explainability (XAI) audit for products containing AI components. Five-stage tier-scaled check: risk classification, stakeholder×question matrix, fidelity audit, system card, recourse path. Honest about what was validated functionally vs what needs user…

لغة النص الأصلي: الإنجليزية

zx-calculus

Coecke's ZX-calculus for quantum circuit reasoning via string diagrams with Z-spiders (green) and X-spiders (red)

لغة النص الأصلي: الإنجليزية

functional-enrichment

Perform GO and KEGG functional enrichment using HOMER from genomic regions (BED/narrowPeak/broadPeak) or gene lists, and produce R-based barplot/dotplot visualizations. Use this skill when you want to perform GO and KEGG functional enrichment using HOMER from…

لغة النص الأصلي: الإنجليزية

known-motif-enrichment

This skill should be used when users need to perform known motif enrichment analysis on ChIP-seq, ATAC-seq, or other genomic peak files using HOMER (Hypergeometric Optimization of Motif EnRichment). It identifies enrichment of known transcription factor…

لغة النص الأصلي: الإنجليزية

chromatin-state-inference

This skill should be used when users need to infer chromatin states from histone modification ChIP-seq data using chromHMM. It provides workflows for chromatin state segmentation, model training, state annotation.

لغة النص الأصلي: الإنجليزية

162-java-profiling-analyze

Use when you need to analyze Java profiling data collected during the detection phase — including interpreting flamegraphs, memory allocation patterns, CPU hotspots, threading issues, systematic problem categorization, evidence documentation with…

لغة النص الأصلي: الإنجليزية

1k-sentry-analysis

Analyze and fix production errors from Sentry crash reports. Use when investigating AppHang, ANR, crashes, or production errors. Includes complete workflow from JSON analysis to bug fix implementation with evidence-based methodology. Triggers on sentry,…

لغة النص الأصلي: الإنجليزية

identify

Identify friction points, bottlenecks, bugs, and technical debt. Use for audits, debugging sessions, when something feels wrong, or before major work to surface hidden issues. This is the second system in the 5-system framework.

لغة النص الأصلي: الإنجليزية

21-understand-research-150

[21] UNDERSTAND. Deep research workflow for this project using 150% scope (100% core + 50% boundary), evidence-based reasoning, and structured investigation notes. Use when the task requires investigation, root-cause analysis, or mapping unknown areas. Always…

لغة النص الأصلي: الإنجليزية

peak-calling

Perform peak calling for ChIP-seq or ATAC-seq data using MACS2, with intelligent parameter detection from user feedback. Use it when you want to call peaks for ChIP-seq data or ATAC-seq data.

لغة النص الأصلي: الإنجليزية

30-analyze-impact-150

[30] ANALYZE. Understand how changes impact the system — what's the core, what's affected, what depends on what. Use when planning changes, analyzing systems, debugging issues, or anytime you need to see the full picture of cause and effect. Triggers on…

لغة النص الأصلي: الإنجليزية

31-analyze-think-150

[31] ANALYZE. Universal deep thinking methodology for any situation requiring quality reasoning. Use when solving problems, debugging, making decisions, analyzing code, planning, reviewing, or anytime you need thorough thinking instead of surface-level…

لغة النص الأصلي: الإنجليزية

a

Trigger: /a. Never auto-trigger on think, scan, consider, or examine.

لغة النص الأصلي: الإنجليزية

a3criticalthinking

Toyota-style A3 problem solving with embedded priority hierarchy: Safety First, then Customer Value, then Shareholder Value. Structured thinking framework for manufacturing decisions, root cause analysis, and countermeasure development. USE WHEN user says…

لغة النص الأصلي: الإنجليزية

a3criticalthinking

Toyota-style A3 problem solving with embedded priority hierarchy: Safety First, then Customer Value, then Shareholder Value. Structured thinking framework for manufacturing decisions, root cause analysis, and countermeasure development. USE WHEN user says…

لغة النص الأصلي: الإنجليزية

aads-status-triage

Triage AADS-ULoRA requests by capturing repository state, mapping impacted files and modules, and selecting the smallest safe validation surface before coding. Use when scope is unclear, when asked what to change or test first, or before implementation and…

لغة النص الأصلي: الإنجليزية