LogicProbe AI: Enhance API & Design Document Reviews

LogicProbe AI: Enhance API & Design Document Reviews

LogicProbe AI aids in the review of design documents, architecture specifications, and technical proposals through the verification of claims related to API names, file locations, enum values, and mechanism feasibility. It supports developers by generating and running executable models to validate state machines, protocol logic, and behavioral assertions for completeness. This skill is especially useful for developers engaged in the refactoring of code, as it compares before and after models to ensure behavioral consistency and identify potential regressions.

What this skill does

• Analyzes and verifies claims in design documents involving API names, file locations, and enum values.
• Generates executable models for state machine and protocol logic verification, assessing claims of always/never/guaranteed assertions.
• Performs behavioral preservation checks during refactoring by comparing before and after models.
• Suggests additional verification for code-level behavioral questions related to timing, deadlocks, and retry safety.
• Implements a mandatory plan-mode verification gate if the document meets specific objective features.

Who it is for

This skill is designed for developers and software engineering teams using AI coding agents such as Claude Code, Cursor, and Codex. It assists those involved in the review of technical documents, refactoring plans, and those looking to verify the correctness of design specifications systematically.

Use cases

• Reviewing and verifying the technical accuracy of API-related design documentation.
• Ensuring completeness and correctness of state machine protocols in technical design documents.
• Validating refactoring plans to ensure no behavioral regressions are introduced.
• Automatically flagging complex behavioral claims for in-depth verification.

Technical details

• Category: AI agent skill for Claude Code, Cursor, Codex.
• Capabilities: agent-plugin, aiapplication, logicprobe.
• Executes mandatory plan-mode verification for critical design features.
• Incorporates a feature extraction phase to summarize plan characteristics.

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.