library-doc
Index and search library documentation locally for offline use. Invoke when user asks to index docs, search library topics, or list indexed libraries.
Index and search library documentation locally for offline use. Invoke when user asks to index docs, search library topics, or list indexed libraries.
Performs Firebase Firestore operations. Use when querying collections, creating/updating/deleting documents, using batch writes, or working with Timestamps. Includes pagination, transactions, and security rules patterns.
Caching patterns for Redis, HTTP caching, cache invalidation, and performance optimization. Trigger: When implementing caching, when setting up Redis, when optimizing performance with cache, when designing cache invalidation strategies, when configuring HTTP cache headers.
Update index.json status. Use for: upsert index.json, update status/last_flow/updated_at. Deterministic writes - stable diffs, no creation. Use only in run-prep and *-cleanup agents. Invoke via bash .claude/scripts/demoswarm.sh index upsert-status.
Search for keys matching a keyword in a keyvalue namespace. Requires authentication. Use for Agentuity cloud platform operations
used for preparing hypothetical indexes to be run in higher environments
List all keys in a keyvalue namespace. Requires authentication. Use for Agentuity cloud platform operations
Migrate and sync vector database collections across environments
Show Redis connection URL. Requires authentication. Use for Agentuity cloud platform operations
Guide for implementing MongoDB - a document database platform with CRUD operations, aggregation pipelines, indexing, replication, sharding, search capabilities, and comprehensive security. Use when working with MongoDB databases, designing schemas, writing queries, optimizing performance, configuring deployments (Atlas/self-managed/Kubernetes), implementing security, or integrating with applications through 15+ official drivers. (project)
Configure and operate TinyDB for JSON-based document storage. Use when setting up databases, creating queries, or managing data persistence.
Get statistics for vector storage. Requires authentication. Use for Agentuity cloud platform operations
List all vector namespaces. Requires authentication. Use for Agentuity cloud platform operations
Get statistics for keyvalue storage. Requires authentication. Use for Agentuity cloud platform operations
Redis connection pooling, client configuration, and reconnection strategies. Use when setting up Redis clients, managing connection pools, handling reconnection logic, or configuring sentinel/cluster modes.
Generate Firebase Repository classes following the project's three-layer architecture (UI → Service → Repository). Use this skill when creating data access layers for Firestore collections, implementing CRUD operations with proper error handling, exponential backoff retry logic, and type-safe entity mapping. This skill ensures repositories extend FirestoreBaseRepository, inject @angular/fire services directly (no FirebaseService wrapper), and follow the Result Pattern for async operations.
Provides essential fast lookup patterns with HashSet and Dictionary. Use when quickly referencing core O(1) lookup techniques without detailed explanations.
Deploy Firebase Firestore security rules and indexes automatically. Use when Firestore query errors mention "requires an index", when firestore.rules or firestore.indexes.json are modified, or when user requests Firebase deployment.
Vector database configuration and setup for pgvector, Chroma, Pinecone, Weaviate, Qdrant, and FAISS with comparison guide and migration helpers
Redis caching strategies for MCP servers - cache invalidation, TTL management, pub/sub patterns, and performance optimization
List all vector namespaces. Requires authentication. Use for Agentuity cloud platform operations