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AI/ML · Global library

Structured Output Designer

Design robust structured output systems with JSON schemas, validation, and parsing for reliable data extraction

CodexClaude CodeKimi Codeorchestrator-mcp
Open pack on GitHubBack to catalog

Best use case

Use Structured Output Designer when you need to design robust structured output systems with JSON schemas, validation, and parsing for reliable data extraction, especially when the work is driven by structured output and JSON schema.

Trigger signals

structured outputJSON schemaPydanticdata extractionresponse formattyped output

Validation hooks

schema-completenessvalidation-rate

Install surface

Copy the exact command path you need.

Inspect

pip install "orchestrator-mcp[dashboard]"
orchestrator-mcp skills show structured-output-designer

Use

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

Export

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

File patterns

*.py*.jsonpydantic*.pyoutput*.py

Model preferences

claude-sonnet-4gpt-4oclaude-haiku-3

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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.