Database Management Agent Skills

Flyway Migration Consolidator

Consolidates fragmented Flyway SQL migrations into clean, domain-organized schema definitions for pre-production projects.

Data Schema & Knowledge Modeling

Standardizes the design of rigorous database schemas, domain models, and knowledge graphs to ensure data integrity and system scalability.

MongoDB Query & Index Optimizer

Optimizes MongoDB performance by implementing expert indexing strategies, efficient query patterns, and high-performance aggregation pipelines.

MongoDB Schema Design

Optimizes MongoDB data models using 30 high-impact rules to prevent performance bottlenecks and cost issues.

MongoDB Vector Search & AI

Integrates MongoDB Atlas Vector Search and RAG patterns with Claude for building high-performance, AI-driven applications.

Salesforce Metadata & Schema Architect

Generates production-ready Salesforce metadata XML and performs advanced org querying with automated best-practice scoring.

Glide Data Modeling

Design and implement high-performance Glide data architectures, including relational schemas, computed columns, and AI-powered data processing.

Salesforce Data Operations Expert

Manages Salesforce data operations including complex SOQL queries, bulk imports, and automated test data generation via sf CLI.

DuckLake Pattern Explorer & Schema Evolver

Facilitates progressive pattern discovery and schema evolution for DuckLake databases through wave-based expansion and reachability analysis.

PGVector Hybrid Search

Implements production-grade hybrid search combining semantic vector similarity with keyword matching using PostgreSQL and PGVector.

Flix Datalog Reasoner

Implements declarative rule-based routing and lattice-based fixed-point computation using Flix-inspired Datalog logic.

Compositional Database Analysis (ACSet)

Analyzes and compares database architectures using compositional algebraic data structures to evaluate storage, performance, and versioning patterns.

Unified Reafference

Synchronizes multi-agent session data using B3 Poset structures and Bumpus sheaves to maintain shared state across AI agents.

MongoDB Transactions & Consistency

Ensures robust multi-document ACID compliance and retry safety in MongoDB applications.

DuckDB Time Travel

Orchestrates temporal versioning and automated ACSet schema generation for DuckDB database management.

Structured Logging & SQL Analysis

Replaces complex custom parsing scripts with SQLite for efficient structured data analysis, correlation, and persistent state tracking.

Basin Engines Benchmark

Executes and analyzes performance benchmarks for high-performance database engines including Steel, ember, and shale.

ClickHouse Analytics Patterns

Optimizes ClickHouse database performance with advanced table design, query patterns, and real-time analytics best practices.

Glide Computed Columns

Configures logic-driven data transformations in Glide using math, conditional, and relational columns.

CatColab Ologs

Formalizes knowledge domains using category-theoretic ontology logs for robust database schema design and conceptual modeling.

DuckLake Ergodic Schema Walker

Explores DuckDB and DuckLake schemas using ergodic random walks and triadic agent coordination to ensure full data reachability.

ACSet Skill Taxonomy

Maps and coordinates the ecosystem of Algebraic DataSet (ACSet) skills through categorical morphisms and relational schemas.

SedonaDB GeoACSets Bridge

Powers high-performance categorical geospatial operations using SedonaDB's O(log n) spatial indexing and GeoACSets.jl semantics.

AgentDB Performance Optimization

Optimizes AgentDB vector databases through quantization, HNSW indexing, and advanced caching for ultra-low latency search.

Max Kajiwara Resonance Graph (OLOOG)

Maps and balances entity relationships using ACSet-structured resonance graphs and triadic logic for complex knowledge ecosystems.

ADHD ECS Olog Architect

Facilitates the implementation of Entity Component Systems (ECS) using ontological logic principles for complex topological data modeling.

CRDT Color Sync

Implements mathematically verified, color-aware CRDT operations for robust distributed state synchronization.

TIDAR Triadic Dispatch

Coordinates complex data operations through a 27-agent triadic dispatch system for parallel ACSet access and Goblins vat management.

DuckDB Data Discovery Agent

Provides rapid access and discovery for DuckDB databases and scientific code libraries using verified absolute paths.

Glide API Operations

Integrates programmatic data operations with Glide Big Tables using REST API v2 and the official TypeScript SDK.