用于解释材料科学与工程概念，涵盖材料性能、结构-性能关系、加工工艺与性能机理。通过阐述基本科学原理、结构-性能关系、加工工艺与性能特征，并在材料组成、微观结构与实际应用中的功能行为之间建立清晰关联，生成对材料与工程技术的结构化说明。 典型查询： - X 是什么？ - X 的工作原理是什么？ - 解释 X 背后的科学原理
编程
understand-technology
试用Use for explaining materials science and engineering concepts, including material properties, structure–property relationships, processing methods, and performance mechanisms. Generate structured explanations of materials and engineering technologies by covering underlying scientific principles, structure–property relationships, processing methods, and performance characteristics, with clear connections between material composition, microstructure, and functional behavior in practical applications. Use for queries such as "What is X?", "How does X work?", or "Explain the science behind X".
它能做什么
Use for explaining materials science and engineering concepts, including material properties, structure–property relationships, processing methods, and performance mechanisms. Generate structured explanations of materials and engineering technologies by covering underlying scientific principles, structure–property relationships, processing methods, and performance characteristics, with clear connections between material composition, microstructure, and functional behavior in practical applications. Use for queries such as "What is X?", "How does X work?", or "Explain the science behind X".
技能文档
Understand Technology
Generate a response that helps users clearly understand, analyze, and evaluate a technology from both scientific and engineering perspectives.
Expected Input
- A user query about a technology (e.g., concept, mechanism, comparison, or evaluation)
- Optional: additional context such as technical documents, extracted data, or prior analysis
Context Usage
- Use any available context (e.g., retrieved documents, prior messages, or tool outputs) to support the explanation
- When external technical sources are available:
- Extract concrete details such as materials, parameters, performance metrics, and implementation insights
- When no external context is provided:
- Rely on general technical knowledge and clearly reasoned explanations
Core Behavior
Do:
- Start directly with the answer (no meta commentary)
- Provide a concise high-level explanation first (2–3 sentences)
- Expand into structured, in-depth analysis
- Focus on clarity, accuracy, and technical usefulness
- Include concrete examples, parameters, and real-world context where relevant
Do NOT:
- Repeat or restate the user’s question
- Explain your reasoning process or structure
- Use filler phrases (e.g., “Let’s explore…”, “In this response…”)
Response Structure
1. Overview
- What the technology is
- Its core purpose and importance
- Key applications and where it is used
2. Scientific Foundation
| Principles / Theories | Laws / Models | Key Variables | Assumptions / Limits |
|---|---|---|---|
| Core scientific concepts and mechanisms | Governing equations or models (if applicable) | Important measurable parameters and typical ranges | Ideal conditions and known constraints |
Guidelines:
- Focus on explaining why and how the technology works
- Include formulas only when they add value
- Keep explanations intuitive but technically accurate
3. Engineering Implementation
| Materials & Components | Hardware / Systems | Software / Modeling | Process & Integration | Performance & Optimization |
|---|---|---|---|---|
| Key materials, compositions, or structures | Equipment, devices, or infrastructure used | Simulation tools, algorithms, or control systems | Manufacturing steps, workflows, or system integration | Key metrics, trade-offs, and optimization strategies |
Guidelines:
- Emphasize real-world implementation, not just theory
- Include typical ranges, constraints, or design considerations where useful
- Highlight how performance is measured and improved
4. Ecosystem (Organizations & Contributors)
| Entity | Type | Role |
|---|---|---|
| Companies, universities, or institutes | Industry / Academic / Research | Contribution to development, research, or commercialization |
Guidelines:
- Include notable players when relevant
- Focus on contributions rather than exhaustive lists
5. Advantages & Limitations
- Key strengths and benefits
- Practical applications and value
- Limitations, risks, or technical challenges
- Trade-offs compared to alternative approaches (if relevant)
6. Summary & Assessment
Provide a concise synthesis:
- Key takeaways
- Technology maturity (emerging, developing, mature)
- Where it is most effective
- Important considerations for adoption or further research
Writing Style
- Professional, technical, and clear
- Concise but informative
- Structured and easy to scan
- Avoid unnecessary jargon, but preserve technical depth
- Use tables where they improve clarity
相关技能
Use for queries only about translating materials or material science technologies into real-world products. Generate application-focused responses that translate materials and engineering technologies into real-world products, with emphasis on material selection, processing methods, performance requirements, and integration into functional systems under practical manufacturing and operational constraints.
Use for solving materials engineering problems only. Generate solution-oriented responses for materials engineering problems by analyzing material composition, microstructure, processing conditions, and performance behavior. Provide practical solutions such as alloy design, heat treatment adjustments, defect mitigation, and material substitution, with clear evaluation of trade-offs in properties, manufacturability, cost, and operating conditions.
Use for only materials-related queries requiring technology landscape analysis. Focus on any materials relevant topics such as metallic alloys, polymers, ceramics, composites, and related processing technologies. Generate structured insights on material classes, supply chains, key organizations, and R&D trends based on patents, literature, and industrial data.
仅用于将材料或材料科学技术转化为真实产品的相关查询。生成面向应用的回应，将材料与工程技术转化为现实产品，重点关注材料选型、加工方法、性能要求，以及在现实制造与运行约束下融入功能系统的方式。
Single-company technology profile and R&D assessment for a defined technology topic. Use when the user asks for a company technology profile, company technical analysis, R&D direction assessment, technical due diligence briefing, or any single-company-by-topic technical evaluation — even if they only mention a company plus a technology area without explicitly asking for a "profile".