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Sep 29, 2025
Self-Evaluating Prompt System for Developers
TL;DR: This self-evaluating prompt system uses a 35-criteria rubric and a 2-step Builder → Evaluator loop to deliver higher accuracy and fewer rewrites. This setup is tool-agnostic and tested across writing, research, product specs and spec-driven de...
speccoding.hashnode.dev1 min read
#self-evaluating-prompt-system#prompt-evaluation-loop#iterative-improvement#tool-agnostic-prompts#prompt-engineering#prompt-engineering-certification#ai-writing#design-thinking#chatgpt#claude-code#perplexityai#promptengineering#context-engineering#gpt-5#spec-driven-development
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