Mova Spec Guidev1.0.0

A data engineer drafts a JSON artifact for a new event catalog and needs to validate it against the ds.mova4_core_catalog_v1 schema. The skill reads the schema file, checks required fields and types, and reports violations.

A compliance officer wants to define declarative guardrails for an AI executor handling sensitive data. The skill explains the ds.instruction_profile_core_v1 schema and helps construct a profile with appropriate action signatures and security events.

A developer building a MOVA-based application needs to understand how verb IDs and tool IDs combine into action signatures for policy matching. The skill reads the MOVA_6.0.0_RELEASE_NOTES and explains the priority order.

An architect designing a layered MOVA system needs to reference the global layers_and_namespaces catalog to ensure correct namespace assignments. The skill retrieves and explains the relevant entries.

An auditor wants to understand how episodes structure step-level audit records. The skill reads mova_episodes_core.md and the episode schema, explaining fields like verb_id, tool_id, and payload references.

Offer the MOVA spec guide as a built-in assistant within a MOVA SDK or development platform, charging per seat or per API call for validation and explanation services.

Provide specialized consulting to enterprises adopting MOVA for policy-driven AI systems, using the skill to accelerate schema design, instruction profile creation, and audit readiness.

Bundle the skill into MOVA training courses or certification programs, offering interactive validation exercises and concept quizzes for learners.