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mongodb-mean
MongoDB database architecture for MEAN stack apps. Use when designing collections, schemas, indexes, relationships, and data modeling with Mongoose ODM.
elasticsearch-expert
Use this skill when working with Elasticsearch in any capacity — designing index mappings, writing or optimizing queries (Query DSL, ES|QL, KQL), planning cluster architecture, configuring ingest pipelines, tuning performance, troubleshooting cluster health, implementing search features, or building AI-powered search with retrievers. Also activate for Elasticsearch security tasks — authentication, RBAC, API key management, audit logging, DLS/FLS, or security troubleshooting. Activate whenever the user mentions Elasticsearch, OpenSearch, Elastic Stack, Kibana queries, Lucene-based search, vector/semantic/hybrid search with Elasticsearch, retrievers, LogsDB, TSDB, Elasticsearch Serverless, ES|QL CATEGORIZE/CHANGE_POINT, or any index/shard/mapping/analyzer/security topic.
data-layer
Working with OpenBench data layer - vector stores, chunking, embeddings, and RAG patterns. Use when implementing PineconeStore, chunking documents, generating embeddings, or building RAG workflows.
filtered-search
Use when user needs vector search with scalar field filtering. Triggers on: filtered search, filter by category, metadata filter, faceted search, conditional search, attribute filtering, search with constraints.
cems-foundation
View foundation guidelines (rules, principles, constraints) stored in CEMS memory
vector-search
Comprehensive guide for vector search implementation covering HNSW (Hierarchical Navigable Small World), IVF (Inverted File Index), Flat Index implementations, distance metrics (cosine, Euclidean, dot
dotnet-testing-advanced-testcontainers-nosql
Complete guide for Testcontainers NoSQL integration testing. Use when containerized integration testing for MongoDB or Redis. Covers MongoDB document operations, Redis five data structures, Collection Fixture pattern. Includes BSON serialization, index performance testing, data isolation strategy, and container lifecycle management. Keywords: testcontainers mongodb, testcontainers redis, mongodb integration test, redis integration test, nosql testing, MongoDbContainer, RedisContainer, IMongoDatabase, IConnectionMultiplexer, BSON serialization, BsonDocument, document model testing, cache testing, Collection Fixture
3d-papercraft-creation-prompt
This prompt directs an image model to generate a realistic, handcrafted 3D papercraft scene featuring a specified subject, built from layered paper cutouts on a cardboard base. It emphasizes depth through two highlight colors, detailed paper textures and edges, and a softly lit crafts-room setting with shallow depth of field, optionally incorporating extra user-defined elements for customization.
art-philosophy
Explains the generative art philosophy guiding this project: digital minimalism, specific objects, anti-compositional methods, and thinking without thoughts. Use when the user asks about artistic intent, wants feedback on whether an idea fits the project's direction, or invokes /art-philosophy.
mermaid-architect
Generate beautiful, hand-drawn Mermaid diagrams with robust syntax (quoted labels, ELK layout). Use this skill when the user asks for "diagram", "flowchart", "sequence diagram", or "visualize this process".
freecad-sketcher
Use this skill for parametric 2D/3D technical drawings using FreeCAD Sketcher and TechDraw. Triggers when the user wants constrained parametric floor plans, mechanical sketches, layout diagrams, or any drawing where dimensions drive geometry. Also use when the user mentions FreeCAD, .FCStd files, Sketcher, TechDraw, parametric CAD, or technical drawings. Use this skill even for seemingly simple 2D layouts — the parametric constraint approach prevents coordinate drift and makes edits safe. Always read this skill before writing any FreeCAD scripting code.
ultra-realistic-cinematic-portrait
This prompt directs the AI to generate an ultra-realistic, cinematic portrait based on the uploaded person, depicting them at night in an urban environment with windswept messy hair and a distressed black leather jacket. It specifies dynamic lighting from bright white train light streaks passing behind the subject, selectively illuminating the face and jacket while keeping the background in motion blur. The result is a dramatic, high-tension scene with strong contrast, realistic textures, and a film-like atmosphere.
painting-business-plan
Plan painting businesses. TRIGGERS - Use when user needs help with painting-business-plan related tasks.
