Convert natural language product requests into structured Contract JSON.
npx skills add https://github.com/Xia12121/hybrid-design-agent --skill decomposer
Please help me install this Agent Skill. Skill: decomposer Source: https://github.com/Xia12121/hybrid-design-agent/tree/main/skills/decomposer Command: npx skills add https://github.com/Xia12121/hybrid-design-agent --skill decomposer
This Skill automates the semantic decomposition of natural language product requests into strict Contracts, streamlining the translation from user requests to CAD-ready specifications.
Use the decomposer skill to generate a Contract for the product request: "Design a 10cm tall, simple bear figurine."
High-intent search queries and answers about installing and using this skill.
To convert natural language product requests into CAD-ready specifications, you perform semantic decomposition to generate strict Contract JSON. This translates free-form design descriptions into structured constraints, features, and audit targets for CAD coders and auditors.
Semantic decomposition for product design is the automated breakdown of natural language requests into structured Contract JSON. It translates free-form user inputs into strict constraints, features, and audit targets required for 3D CAD-ready specifications.
Yes, you need DeepSeek-V4-Pro to automate contract generation from product descriptions. This LLM dependency is explicitly required to process the natural language inputs and parse them into strict structured Contract JSON.
Yes, you can use structured contracts to verify 3D product design requirements. The generated Contract JSON includes specific audit targets and constraints that an auditor can check to ensure the CAD implementation meets the original specifications.
A key limitation of using LLMs for strict contract generation in CAD workflows is the dependency on DeepSeek-V4-Pro. Semantic decomposition of complex product requests relies entirely on the LLM parsing natural language inputs accurately into structured JSON without misinterpretation.
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