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10 Prompt Templates Problem Solving cho Claude 3.7 Sonnet

· 7 min read
Nguồn: Bình dân học AI

Các prompt templates đã được tối ưu để tận dụng tối đa khả năng self-reasoning của Claude 3.7 Sonnet trong extended thinking mode. Được thiết kế ngắn gọn, đi thẳng vào vấn đề, và tạo không gian cho Claude phát huy khả năng tư duy sâu rộng.

10 Prompt Templates Problem Solving cho Claude 3.7 Sonnet

1. Template Phân Tích Đa Nguyên Tắc

Giúp phân tích vấn đề phức tạp thông qua các khuôn khổ có cấu trúc nhưng vẫn cho phép linh hoạt trong quá trình tư duy.

<problem_context>
[Detailed description of the problem requiring analysis]
</problem_context>

<methodology>
[Framework or methodology to apply (e.g., SWOT, PESTEL, etc.)]
</methodology>

<objectives>
[What you hope to achieve with this analysis]
</objectives>

Analyze this problem using the specified methodology.

Think about:
- Key variables and factors influencing this situation
- Alternative solution pathways and their implications
- Risks and benefits of different approaches
- Implementation considerations

Provide recommendations based on comprehensive analysis.

2. Template Học Tập Thích Ứng

Điều chỉnh cách tiếp cận giảng dạy dựa trên mức độ kiến thức hiện tại của người học.

<topic>
[Subject matter to be taught]
</topic>

<learner_background>
[Brief description of current understanding or experience with prerequisites]
</learner_background>

<learning_goals>
[What the learner hopes to achieve]
</learning_goals>

Teach this topic in a structured, thoughtful way.

Address:
- Assessment of current understanding and potential knowledge gaps
- Conceptual foundations with key principles
- Concrete examples illustrating abstract concepts
- Connections between this topic and related knowledge areas
- Brief exercise or application scenario to reinforce learning

Adapt explanation to current knowledge level and learning goals.

3. Template So Sánh Đa Tiêu Chí

Thực hiện phân tích so sánh kỹ lưỡng trên nhiều khía cạnh.

<items_to_compare>
- Item A: [Name and brief description]
- Item B: [Name and brief description]
- Item C: [Name and brief description]
</items_to_compare>

<comparison_criteria>
- Criterion 1: [Description and relative importance]
- Criterion 2: [Description and relative importance]
- Criterion 3: [Description and relative importance]
</comparison_criteria>

<decision_context>
[Purpose of this comparison and how the information will be used]
</decision_context>

Compare these items across all specified criteria.

Consider:
- Performance of each item against each criterion
- Relative strengths and weaknesses of each option
- How different priorities affect overall evaluation
- Trade-offs and their implications
- Best overall option given the context

Present analysis in structured format with clear recommendation.

4. Template Tạo Giải Pháp Sáng Tạo

Tạo không gian cho Claude tư duy sáng tạo về các thách thức, khuyến khích đa dạng cách tiếp cận.

<challenge>
[Description of the problem requiring innovative solutions]
</challenge>

<context>
- Constraint: [Limitation that solutions must work within]
- Opportunity: [Potential advantage that could be leveraged]
- Trend: [Relevant market/technology trend to consider]
</context>

<requirements>
[Number of solutions needed and any specific deliverables]
</requirements>

Develop innovative solutions for this challenge.

Explore:
- Multiple approaches from conventional to unexpected
- Different perspectives unlocking novel possibilities
- Ways to work within constraints while maximizing opportunities
- How current trends influence solution viability

For each promising solution, address:
- Core concept and unique value proposition
- Technical and practical feasibility
- Implementation requirements and challenges
- Success metrics

Present ideas with sufficient detail for practical application.

5. Template Xử Lý Sự Cố Kỹ Thuật

Tiếp cận các vấn đề kỹ thuật một cách có hệ thống đồng thời cho phép linh hoạt trong suy luận chẩn đoán.

<error_details>
[Description of the problem/error being experienced]
</error_details>

<system_context>
[Information about the system, environment, versions, etc.]
</system_context>

<diagnostic_approach>
[Preferred diagnostic method or tools, if any]
</diagnostic_approach>

<prior_attempts>
[What has already been tried, if anything]
</prior_attempts>

Diagnose and resolve this technical issue.

Analyze:
- Symptom patterns and their manifestation conditions
- Potential root causes based on error signature and system context
- Diagnostic steps to confirm or rule out possibilities
- Solution approaches with rationale
- Testing methodology to validate proposed solution
- Prevention strategies for similar issues

Prioritize thoroughness while maintaining practical relevance.

6. Template Đánh Giá Quyết Định

Đánh giá toàn diện về các lựa chọn với việc xem xét nhiều yếu tố và bên liên quan.

<decision_option>
[Description of the option being evaluated]
</decision_option>

<evaluation_context>
[Background information relevant to the decision]
</evaluation_context>

<stakeholders>
[Key parties affected by or interested in this decision]
</stakeholders>

<ethical_framework>
[Relevant ethical principles or frameworks to consider]
</ethical_framework>

Evaluate this option comprehensively.

Examine:
- Range of possible outcomes and their probabilities
- Impacts on different stakeholders, short and long-term
- Ethical implications through specified framework
- Long-term viability considering changing circumstances
- Uncertainty factors affecting outcomes
- Alternative approaches and comparisons

Present analysis in structured format supporting informed choice.

7. Template Tổng Hợp Nghiên Cứu

Tích hợp kiến thức từ nhiều lĩnh vực và góc nhìn khác nhau.

<research_topic>
[Subject matter requiring synthesis]
</research_topic>

<perspectives>
- Academic literature
- Industry practices
- Regulatory landscape
- Emerging trends
- [Other relevant perspectives]
</perspectives>

<synthesis_goals>
[How this synthesis will be used and what it should accomplish]
</synthesis_goals>

Synthesize knowledge about this topic from multiple perspectives.

Analyze:
- Key insights from each perspective and their interrelations
- Consensus and disagreement across different sources
- Connections between theoretical knowledge and practical applications
- Emerging trends and future implications
- Significant gaps in current understanding

Integrate diverse perspectives into coherent understanding while highlighting areas for further investigation.

8. Template Tối Ưu Hóa Quy Trình

Phân tích quy trình một cách có hệ thống và xem xét nhiều khía cạnh cải tiến.

<process_description>
[Detailed explanation of the current process to be optimized]
</process_description>

<optimization_goals>
[Primary objectives: efficiency, quality, cost, etc.]
</optimization_goals>

<constraints>
[Limitations or requirements that must be respected]
</constraints>

<resource_context>
[Available resources, budget considerations, timeline, etc.]
</resource_context>

Analyze this process and suggest optimization strategies.

Examine:
- Current state mapping and value stream analysis
- Bottlenecks, redundancies, and inefficiencies
- Root causes of current limitations
- Improvement approaches using relevant methodologies
- Implementation considerations and resource requirements
- Expected benefits and ROI
- Measurement strategies for validation

Present recommendations with clear rationale and implementation steps.

9. Template Lập Kế Hoạch Kịch Bản

Phát triển các kịch bản tương lai dựa trên những yếu tố không chắc chắn chính, hỗ trợ lập kế hoạch chiến lược.

<planning_context>
[Description of the situation requiring scenario planning]
</planning_context>

<time_horizon>
[Future timeframe being considered]
</time_horizon>

<key_drivers>
- Driver 1: [Description and uncertainty range]
- Driver 2: [Description and uncertainty range]
- [Additional key drivers as needed]
</key_drivers>

<planning_purpose>
[How these scenarios will be used in decision-making]
</planning_purpose>

Develop future scenarios based on these key uncertainties.

Analyze:
- How driver combinations create distinct futures
- Plausibility and internal consistency of each scenario
- Impacts on strategies, operations, and stakeholders
- Early indicators signaling which scenario is unfolding
- Robust strategies performing well across multiple scenarios
- Contingency approaches for high-impact, low-probability events

Present scenarios with narrative descriptions and strategic implications.

10. Template Chuyển Đổi Khái Niệm Liên Ngành

Vẽ những phép tương tự có ý nghĩa giữa các lĩnh vực khác nhau, nâng cao hiểu biết thông qua so sánh.

<primary_concept>
[Concept to be explained] from [Original domain]
</primary_concept>

<target_domain>
[Domain from which to draw analogies]
</target_domain>

<application_context>
[How this cross-domain understanding will be applied]
</application_context>

Explain this concept using analogies from the target domain.

Explore:
- Fundamental parallels between concept and elements in target domain
- Multiple models illustrating different aspects
- Strengths and limitations of these analogies
- How comparisons illuminate non-obvious concept aspects
- Practical applications demonstrating value of cross-domain understanding

Present analysis using conceptual mapping and detailed explanations.