intent-specification-protocol

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Crystallize vague coding requests into precise, testable specifications before writing any code. Prevents the Intent-Behavior Mirroring Effect where vague requirements produce invasive, over-engineered output. Based on Project Prometheus (arXiv:2604.17464), AdaCoder (arXiv:2504.04220), and iterative self-repair research (arXiv:2604.10508).

By StepowskiEric schedule Updated 5/19/2026

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Install via CLI

npx skills add https://github.com/StepowskiEric/GrimoireStack --skill intent-specification-protocol

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