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Get parseable, trustworthy structured results out of a model — schema design, the enforcement mechanism the provider actually offers, validation at the boundary, bounded retry that feeds the error back, and recognising where a schema stops buying correctness. Use when a model's output feeds code rather than a human, when parsing keeps failing or fields come back plausible-but-wrong, or when designing an extraction, classification or grading step. Not for designing the tools an agent calls (tool-design), and not for free-form prose quality.

Install

npx skills add nahid-sparktales/agent-dispatcher --skill structured-output -a claude-code

Installs to .claude/skills/structured-output/ · Each command fetches the skill straight from GitHub with the open skills CLI.

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Byte-identical to the scanned commit, with the repository’s licence and a SOURCE.txt.

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Why 82

Security100
Provenance61
Maintenance100
Licence100
Adoption32

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