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Structured Output Contract for a Multi-Stage Extraction Agent
A system prompt that forces ChatGPT to extract, validate, and self-grade structured data with confidence scores.
JSON Schema for a Weekly Founder Decision Log
Strict schema that forces GPT-4o to convert your week's notes into structured decisions with reversibility scores.
JSON Schema for an LLM Code Review Agent With Confidence
A strict JSON output contract for code review agents that separates findings, evidence, and confidence so a downstream pipeline can act on them.
Convert a User Interview Into a Jobs-to-Be-Done Force Map
Paste a raw interview transcript and extract the four JTBD forces pulling the user toward or away from switching.
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