Architecture · Global library

Data Fabric Designer

Create unified data access layer that connects distributed data sources with intelligent metadata

CodexClaude CodeKimi Codeorchestrator-mcp

Best use case

Use Data Fabric Designer when you need to create unified data access layer that connects distributed data sources with intelligent metadata, especially when the work is driven by data fabric and data virtualization.

Trigger signals

data fabricdata virtualizationdata federationunified accessmetadata managementdata catalog

Validation hooks

virtualization-performance-check

Install surface

Copy the exact command path you need.

Inspect

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills show data-fabric-designer

Use

orchestrator-mcp skills export data-fabric-designer --to ./skillforge-packs
# copy the exported pack into your preferred agent environment

Export

cp -R skills/data-fabric-designer ./your-agent-skills/data-fabric-designer
# or open skills/data-fabric-designer/SKILL.md in a markdown-first client

File patterns

*data-fabric**virtualization**federation**data-catalog*

Model preferences

claude-sonnet-4claude-haikugpt-4o

Related skills

Adjacent packs to compose next.

Wrap external API calls with circuit breakers, retries, fallbacks, and backoff while preserving business logic shape.

CodexClaude Code

Separate read and write models to optimize for query performance and command processing independently

CodexClaude Code

Separate read and write models into typed CQRS flows with query optimization and command safety.

CodexClaude Code

Apache-2.0 licensedUse it, fork it, redistribute it. No strings attached.Safety-first by designSecret redaction, release scanning, and no shell execution. Constraints are public.GitHub nativeEvery pack is a real folder. Fork, edit, PR. No hidden backend or proprietary pipeline.

Data Fabric Designer

Copy the exact command path you need.

Adjacent packs to compose next.

Circuit-Breaker Weaver

CQRS Pattern Master

CQRS Pattern Synthesizer