AI_ENGINEERING2 Multi-file Components

Structured LLM JSON Outputs with Instructor & Zod

Reliable extraction of complex nested entities, tables, and structured data from unstructured user prompts.

Author: TRIHEX Architecture Lab

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License: MIT

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Version: 2.1.0

Inert Code Verified · Heuristic Static Security ScannerHeuristic Scanner: LOW Risk

Heuristic static security scanner audited 2 files (2520 bytes). External code. Review before execution.

v2.1.0

Skill Files (2)

Compatible Runtimes

AntigravityClaude CodeCursorWindsurf

SKILL.md·markdown

# Structured LLM JSON Outputs with Instructor & Zod

Guaranteed JSON schemas from LLM calls without markdown formatting errors or json.parse() runtime crashes.

## Core Invariants & Rules
1. Use response_format: { type: 'json_object' } or function calling schema injection.
2. Verify input validation and security boundaries on all executions.
3. Keep configurations modular, typed, and auditable.

## Operational Workflow
1. Analyze requirements against existing codebase patterns.
2. Apply standardized implementation templates.
3. Execute verification suites before deployment.