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Working protocol for agents (Claude Code, Codex, Gemini CLI) compatible with all types of software projects based on a group of .json files (json_schema) that provide guidance for the operation and generation of contexts to work accurately on real projects.
A user-driven protocol for AI output control, persona deconstruction, and prompt schema design. Based on real GPT-4o interactions and meta-simulation patterns.