AI Agent Skill for Data Models: LogicProbe-DataModel

LogicProbe-DataModel: AI Agent Skill for Data Models

The LogicProbe-DataModel skill assists developers in verifying data model claims present in design documents, architecture specifications, technical proposals, and schema changes. It escalates claims about entities, fields, relationships, and migrations into executable checks, ensuring structural consistency and data integrity.

What this skill does

• Extracts verifiable data-model claims from technical documents such as entity names, field characteristics, constraints, and relationships.
• Verifies these claims against actual data models or codebases, focusing on aspects like field names, data types, nullability, and unique constraints.
• Conducts checks on data invariants, migration statements, and equivalence of before/after models.
• Generates and runs executable checks for structural consistency, migration coverage, and copy consistency.
• Proactively suggests verification for code-level data or schema behavioral questions.

Who it is for

This skill benefits developers and engineering teams working with AI coding agents, including Claude Code, Cursor, and Codex, who are engaged in ensuring data integrity and consistency within their projects.

Use cases

• Reviewing schema changes to ensure all proposed adjustments maintain data consistency and do not introduce breaking changes.
• Validating data migration logic to confirm correct mapping and equivalence before implementing changes in production.
• Evaluating the integrity of design documents, ensuring all data claims are verifiable and consistent with actual data structures.

Technical details

• Utilizes agent-plugin and aiapplication using the logicprobe-datamodel tool.
• Compatible with AI coding environments such as Claude Code, Cursor, and Codex.
• Designed to support thorough verification processes of data models and schemas.

Source & Licence

This package is built on open-source work published by AmethystLuna (AmethystLuna/logicprobe) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.