{"product_id":"ai-agent-skill-for-data-models-logicprobe-datamodel","title":"AI Agent Skill for Data Models: LogicProbe-DataModel","description":"\u003ch3\u003eLogicProbe-DataModel: AI Agent Skill for Data Models\u003c\/h3\u003e\n\n\u003cp\u003eThe 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.\u003c\/p\u003e\n\n\u003ch3\u003eWhat this skill does\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eExtracts verifiable data-model claims from technical documents such as entity names, field characteristics, constraints, and relationships.\u003c\/li\u003e\n  \u003cli\u003eVerifies these claims against actual data models or codebases, focusing on aspects like field names, data types, nullability, and unique constraints.\u003c\/li\u003e\n  \u003cli\u003eConducts checks on data invariants, migration statements, and equivalence of before\/after models.\u003c\/li\u003e\n  \u003cli\u003eGenerates and runs executable checks for structural consistency, migration coverage, and copy consistency.\u003c\/li\u003e\n  \u003cli\u003eProactively suggests verification for code-level data or schema behavioral questions.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eWho it is for\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\n\u003ch3\u003eUse cases\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eReviewing schema changes to ensure all proposed adjustments maintain data consistency and do not introduce breaking changes.\u003c\/li\u003e\n  \u003cli\u003eValidating data migration logic to confirm correct mapping and equivalence before implementing changes in production.\u003c\/li\u003e\n  \u003cli\u003eEvaluating the integrity of design documents, ensuring all data claims are verifiable and consistent with actual data structures.\u003c\/li\u003e\n\u003c\/ul\u003e\n\n\u003ch3\u003eTechnical details\u003c\/h3\u003e\n\u003cul\u003e\n  \u003cli\u003eUtilizes agent-plugin and aiapplication using the logicprobe-datamodel tool.\u003c\/li\u003e\n  \u003cli\u003eCompatible with AI coding environments such as Claude Code, Cursor, and Codex.\u003c\/li\u003e\n  \u003cli\u003eDesigned to support thorough verification processes of data models and schemas.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c!-- mcpcart:static-blocks:start --\u003e\n\u003chr\u003e\n\u003ch3\u003eSource \u0026amp; Licence\u003c\/h3\u003e\n\u003cp\u003eThis package is built on open-source work published by \u003cstrong\u003eAmethystLuna\u003c\/strong\u003e (\u003ca href=\"https:\/\/github.com\/AmethystLuna\/logicprobe\" rel=\"nofollow noopener\" target=\"_blank\"\u003eAmethystLuna\/logicprobe\u003c\/a\u003e) and distributed under \u003cstrong\u003eMIT\u003c\/strong\u003e. The original licence text and copyright notice are included in your download.\u003c\/p\u003e\n\u003cp\u003ePersonal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.\u003c\/p\u003e\n\u003cp\u003eYour 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.\u003c\/p\u003e\n\u003ch3\u003eDelivery \u0026amp; Support\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eDelivery:\u003c\/strong\u003e instant — a secure download link is emailed to you as soon as payment is confirmed.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e ZIP archive containing the skill files, documentation and the original licence.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSupport:\u003c\/strong\u003e \u003ca href=\"mailto:support@mcpcart.com\"\u003esupport@mcpcart.com\u003c\/a\u003e — we aim to reply within 2 business days.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eUpdates:\u003c\/strong\u003e updates are included only where stated on this page.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003ch3\u003eRefunds\u003c\/h3\u003e\n\u003cp\u003eThis 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.\u003c\/p\u003e\n\u003cp style=\"font-size:0.85em;color:#666;\"\u003eClaude, 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.\u003c\/p\u003e\n\u003c!-- mcpcart:static-blocks:end --\u003e","brand":"MCP Cart","offers":[{"title":"Default Title","offer_id":52944214196535,"sku":"MCP-AMETHYSTLUNA-LOGICPROBE-LOGICPROBE-DATAMODEL","price":21.99,"currency_code":"GBP","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0981\/3950\/4951\/files\/8yq9gE7s8LA2R3hH7R4RM_3e554c4a75944f3eb385ed05ef06dff6.jpg?v=1788436923","url":"https:\/\/mcpcart.com\/products\/ai-agent-skill-for-data-models-logicprobe-datamodel","provider":"SPF PRO","version":"1.0","type":"link"}