majiayu000/claude-skill-registry - Página 40

using-ai-engineering

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

Idioma do texto original: inglês

using-deep-rl

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

Idioma do texto original: inglês

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.

Idioma do texto original: inglês

using-ml-production

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

Idioma do texto original: inglês

using-neural-architectures

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

Idioma do texto original: inglês

using-pytorch-engineering

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

Idioma do texto original: inglês

using-training-optimization

Router to training optimization skills based on symptoms and training problems

Idioma do texto original: inglês

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.

Idioma do texto original: inglês

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,…

Idioma do texto original: inglês

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.

Idioma do texto original: inglês

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.

Idioma do texto original: inglês

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…

Idioma do texto original: japonês

vector-search-patterns

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

Idioma do texto original: inglês

vector-search

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

Idioma do texto original: inglês

vector-store

Transient vector store service for fast similarity search (FAISS)

Idioma do texto original: inglês

vector-store

Vector store schema protection and migration management

Idioma do texto original: inglês

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.

Idioma do texto original: inglês

vexor

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

Idioma do texto original: inglês

vision-utilities

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

Idioma do texto original: inglês

wandb-plot

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

Idioma do texto original: inglês

ward-identity-checker

Ward Identity Checker

Idioma do texto original: inglês

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…

Idioma do texto original: inglês

whole-brain-emulation-core-simulation

Simulate whole-brain emulation core processes.

Idioma do texto original: inglês

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.

Idioma do texto original: alemão

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…

Idioma do texto original: inglês

zx-calculus

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

Idioma do texto original: inglês

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…

Idioma do texto original: inglês

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…

Idioma do texto original: inglês

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.

Idioma do texto original: inglês

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…

Idioma do texto original: inglês

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,…

Idioma do texto original: inglês

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.

Idioma do texto original: inglês

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…

Idioma do texto original: inglês

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.

Idioma do texto original: inglês

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…

Idioma do texto original: inglês

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…

Idioma do texto original: inglês

a

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

Idioma do texto original: inglês

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…

Idioma do texto original: inglês

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…

Idioma do texto original: inglês

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…

Idioma do texto original: inglês