Master Request Template

A Master Request Template is a reusable structured prompt template that defines standardized input formats for AI system requests to enable consistent AI response generation.

• AKA: Reusable Prompt Template, Standard Request Template, Copy-Paste Prompt Template, Master Prompt Framework.
• Context:
  • It can typically structure Request Components through template sections and placeholder variables.
  • It can typically enforce Input Constraints via format validation rules and required field specifications.
  • It can typically maintain Template Consistency across multiple request instances and user interactions.
  • It can typically include Context Elements such as problem statements and acceptance criteria.
  • It can typically provide Scoring Mechanisms for output evaluation and priority ranking.
  • ...
  • It can often incorporate Domain Knowledge through specialized terminology and industry-specific constraints.
  • It can often enable Rapid Iteration via quick modification capability and version control support.
  • It can often facilitate Team Collaboration through shared template librarys and standardized formats.
  • It can often support Output Customization with variable parameters and conditional logic.
  • ...
  • It can range from being a Simple Master Request Template to being a Complex Master Request Template, depending on its master request template structural complexity.
  • It can range from being a Static Master Request Template to being a Dynamic Master Request Template, depending on its master request template adaptation capability.
  • It can range from being a Domain-Specific Master Request Template to being a General-Purpose Master Request Template, depending on its master request template application scope.
  • It can range from being a Individual Master Request Template to being a Organizational Master Request Template, depending on its master request template usage scale.
  • ...
  • It can integrate with Prompt Management Platforms for version control and template sharing.
  • It can connect to AI Systems through API interfaces and SDK integrations.
  • It can interface with Knowledge Base Systems for context enrichment and reference material.
  • It can utilize Validation Frameworks for input verification and output compliance.
  • ...
• Example(s):
  • Project Ideation Master Request Templates, such as:
    • AI Project Scout Master Request Template for mini project generation.
    • Innovation Challenge Master Request Template for breakthrough idea discovery.
  • Technical Master Request Templates, such as:
    • Code Generation Master Request Template for software development tasks.
    • Architecture Design Master Request Template for system design tasks.
  • Business Master Request Templates, such as:
    • Strategy Analysis Master Request Template for business planning tasks.
    • Market Research Master Request Template for competitive analysis tasks.
  • ...
• Counter-Example(s):
  • Ad-Hoc Prompt, which lacks structured format and reusability feature.
  • Static Instruction Set, which lacks template flexibility and parameter customization.
  • Hardcoded Query, which lacks variable substitution and context adaptation.
• See: Prompt Template, AI System Prompt, LangChain Prompt Management Platform, Prompt Engineering, Template System, Request Format, Declarative Prompt-Programming Framework.

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