Turn any AI coding assistant into a Manufacturing Quality Engineer. Verbatim tolerances, GD&T feature control frames, and bounding box coordinates delivered in structured JSON.
Native compatibility with all leading LLM coding assistants and open standards.
Native workspace rule integration and skill dispatching for Google Antigravity IDE and Gemini CLI workflows.
Seamless support for Claude Code CLI and Anthropic agent tool-use patterns with skill instructions.
Compatible with open-source coding agents, local execution runtimes, and agentic workflows.
Deeply integrated with Cursor IDE rules system and MDC file triggers for context-aware assistance.
Built specifically for manufacturing, CAD design, and quality inspection workflows.
Preserves exact unilateral limits (e.g. +0.05/-0.00) without simplification or rounding.
Interprets all 14 characteristic symbols across Form, Profile, Orientation, Location, and Runout.
Maps center coordinates [x%, y%] for visual callout inspection overlay.
Automatically separates inspectable dimensions from heat treatment, coating, and hardness parameters (HRC 58-62).
See how 2D/3D technical CAD callouts are transformed into precise structured JSON.
All 14 geometric characteristic symbols supported per ASME Y14.5-2018 and ISO 1101:2017.
Surface element or feature axis line straightness tolerance zone.
Surface flatness tolerance zone between parallel planes.
Roundness of circular cross-sections along a surface of revolution.
Combined roundness and straightness of cylindrical feature surfaces.
2D profile envelope tolerance zone for cross-sectional elements.
3D profile surface tolerance zone extending across three dimensions.
90° orientation tolerance relative to specified Datum reference.
Parallel orientation tolerance relative to specified Datum reference.
Specified angular orientation relative to Datum reference frame.
True position tolerance relative to Datum reference frame (MMC/LMC).
Center point coaxiality tolerance relative to Datum axis.
Feature median plane symmetry relative to specified Datum plane or axis.
Single circular element runout variation during 360° rotation.
Full surface runout variation across complete feature during rotation.
No GD&T symbols match your search or filter query.
Ensure extracted CTQ JSON files strictly conform to the expected output schema before importing into quality management or ERP systems.
Validate extracted CTQ JSON output files against the official JSON Schema definition. Reports validation errors, missing required fields, or format mismatches.
Run the comprehensive Python test suite using standard unittest to verify schema rules, tolerance extraction parser logic, and edge-case handling.