vibecheck-protocol

AI safety guardrails are enforced by applying the VibeCheck protocol, which cross-references Truthpack guidelines before any code or guidance is issued. It ensures predictable AI behavior by requiring a verification badge on every reply.

Truthpack-first verification is a compliance mechanism that cross-references truthpack guidelines before an AI agent issues any code or guidance. This ensures responses conform to workspace safety rules and governance protocols.

You track outstanding steps for AI compliance tasks using the VibeCheck protocol's progression reporting. It generates a 'What's left' section that lists outstanding steps, ensuring predictable task tracking and safety governance.

Yes, you need a SKILL.md file with frontmatter containing a name and description to activate the compliance protocol. The Markdown body is loaded as operational instructions to enforce verification rules across the workspace.

The limitations include requiring a SKILL.md frontmatter for activation and strict adherence to the Truthpack-first guardrails. If the workspace lacks this Markdown body, the operational instructions cannot be loaded to enforce compliance.