core-principles

To enforce read-before-act discipline across multi-module software projects, apply safety-first engineering guardrails that require agents to read, trace code flow, and explain responsibilities before making changes. This ensures consistent and well-justified outcomes.

The best way to prevent duplicate validation in multi-module code generation is to enforce core engineering principles that clarify which layer owns each validation. This promotes multi-module awareness and aligns decision-making with the business domain.

AI agents ensure consistent decision-making across software engineering tasks by following standardized engineering principles that require explicit explanations of decisions and a standardized completion report after actions. This reduces risk and drift across projects.

Yes, you need a YAML frontmatter with name and description, plus a Markdown body detailing execution steps and guardrails. This standardized format articulates and enforces core engineering principles across all agent decision workflows.

AI-generated code drifts from original requirements when agents lack consistent guardrails to read, understand, and explain their actions before making changes. Enforcing core engineering principles across modules reduces this risk and ensures well-justified outcomes.

Yes, you can use these engineering principles for single-module code generation tasks. While they are applicable across multi-module software projects, the safety-first guardrails and standardized completion report protocol ensure safe outcomes regardless of project scale.