Skip to content

Architecture · Global library

CQRS Pattern Synthesizer

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

CodexClaude CodeKimi Codeorchestrator-mcp

Best use case

Use CQRS Pattern Synthesizer when you need to separate read and write models into typed CQRS flows with query optimization and command safety, especially when the work is driven by cqrs and command handler.

Trigger signals

cqrscommand handlerquery model

Validation hooks

verify_type_consistency

Install surface

Copy the exact command path you need.

Inspect

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills show cqrs-pattern-synthesizer

Use

orchestrator-mcp skills export cqrs-pattern-synthesizer --to ./skillforge-packs
# copy the exported pack into your preferred agent environment

Export

cp -R skills/cqrs-pattern-synthesizer ./your-agent-skills/cqrs-pattern-synthesizer
# or open skills/cqrs-pattern-synthesizer/SKILL.md in a markdown-first client

File patterns

**/*.ts**/*.tsx**/schema*.ts

Model preferences

deepseek-ai/deepseek-v3.2moonshotai/kimi-k2.5deepseek-r1:32b

Related skills

Adjacent packs to compose next.

ArchitectureGlobal library

Circuit-Breaker Weaver

Open pack

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

CodexClaude Code
ArchitectureGlobal library

CQRS Pattern Master

Open pack

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

CodexClaude Code