Навыки: Данные

Merge, concatenate, sort, intersect, and subset VCF files using bcftools. Use when combining variant files, comparing ca...

Generate variant statistics, sample concordance, and quality metrics using bcftools stats and gtcheck. Use when evaluati...

Short, explicit alias for vc-router. Use only when the user explicitly invokes `use vcg:` and wants the shortest reliabl...

C++ package manager for Windows with installation, environment setup, and package installation commands.

Extract TCR:pMHC specificity records from raw submission sources - supplementary XLS/CSV tables, PDF manuscripts, 10x Ge...

Extract and proofread deposited TCR-pMHC observations with the local tcren pipeline, then update the PDB aggregate chunk...

VDR skill index for virtual data room management, files, sharing, access requests, stakeholders, activity analytics, and...

Use when working in Python with scikit-hep vector and Awkward Array to build vector records, register behaviors, compute...

Vector database configuration and setup for pgvector, Chroma, Pinecone, Weaviate, Qdrant, and FAISS with comparison guid...

Comprehensive guide for managing vector databases including Pinecone, Weaviate, and Chroma for semantic search, RAG syst...

Use when working with vector databases (ChromaDB, Qdrant, Weaviate, Pinecone) for RAG, semantic search, and AI applicati...

Expert guide for high-performance Vector Databases, Deep RAG architectures, pgvector 0.8+ HNSW, Reciprocal Rank Fusion (...

Assignment of vectors to points in phase space defining dynamics

Vector export/import, embedding caching, provider migration

Design vector similarity search systems for semantic retrieval at scale

Deploy six-limbed consciousness framework as complete navigation system

Deploy Shiksha phonetics as vibrational consciousness programming and sonic reality construction

Create data-driven charts with Vega-Lite (simple) and Vega (advanced). Best for bar, line, scatter, heatmap, area charts...

Implements vehicle physics systems in Roblox including cars, helicopters, boats, planes, motorcycles, and trains. Use wh...

When the user wants to solve the Vehicle Routing Problem (VRP), optimize multi-vehicle routes, or plan fleet delivery ro...

Calculate team velocity from historical sprint data Arguments: <project> [--sprints <count>].

Track development velocity, cycle times, and identify trends for PM decision-making

Explains the Vendix Public and Private App architecture, Domain Types, and App Environments. Trigger: When asking about...

API endpoint patterns.

Authentication and Authorization patterns.

Hexagonal architecture and domain structure.

Middleware configuration.

Prisma services and DB patterns.

Patterns for Bruno API testing in Vendix. Trigger: When creating API tests, editing .bru files, or verifying endpoints.

Build verification steps.

Vendix monorepo patterns, workspace structure, and shared libraries. Trigger: When working with monorepo structure, shar...

General development rules.

Error handling patterns.

Angular component structure rules.

Domain configuration.

Angular module patterns.

Routing configuration.

State management patterns.

Theme and branding patterns.

Explains the 'Context Bridge' pattern where Middleware resolves the tenant (domain/store), stores it in the Request obje...

Project naming conventions.

Prisma schema editing.

Seeding patterns.

Patterns for advanced product pricing logic, rentability calculations, and reactive price management in Vendix. Trigger:...

Validation logic patterns.

Evaluate third-party vendors for engineering fit. Use when a senior developer needs a structured vendor assessment.

Manage wedding vendors including registration, profiles, services, and communication. Use when working with vendors, ven...

Manage vendor relationships, track performance, negotiate contracts, and optimize procurement