Context Decorator¶

A meta-decorator that adapts standard decorators for domain-specific contexts. This provides specialized interpretations of decorators based on particular fields, industries, or subject matter to ensure appropriate adaptation to contextual requirements.

Category: Meta

Parameters¶

Parameter	Type	Description	Default
`domain`	`string`	The specific domain, field, or industry to contextualize decorators for (e.g., 'medicine', 'legal', 'engineering', 'education')	`Required`
`scope`	`enum`	Which aspects of decorators to contextualize	`all`
`level`	`enum`	The expertise level to target within the domain	`mixed`

Scope Options¶

terminology: Use domain-specific terminology and vocabulary from this field, but keep other aspects generalized.
examples: Use domain-specific examples and cases to illustrate concepts, but keep terminology and structure generalized.
structure: Organize the information according to standard frameworks and structures used in this domain, but keep terminology and examples generalized.
all: Apply domain-specific terminology, examples, and structural organization throughout the entire response.

Level Options¶

beginner: Target the response for newcomers to the field with limited domain knowledge or expertise.
intermediate: Target the response for individuals with moderate familiarity and experience in the domain.
expert: Target the response for specialists and experts with advanced knowledge in the domain.
mixed: Structure the response to be accessible to beginners while also including deeper insights for experts.

Examples¶

Basic domain-specific adaptation of decorators¶

+++Context(domain=medicine)
+++StepByStep
+++Detailed
Explain how vaccines are developed.

Applies the StepByStep and Detailed decorators with medical context-awareness, using appropriate medical terminology, examples, and structures for explaining vaccine development

Targeted contextualization for specific expertise level¶

+++Context(domain=programming, scope=examples, level=beginner)
+++Reasoning
+++ELI5
Explain how databases work.

Uses the Reasoning and ELI5 decorators with programming-appropriate examples specifically tailored for beginners, while keeping general terminology and structure accessible

Model-Specific Implementations¶

gpt-4-turbo¶

Instruction: Interpret this request within the context of the {domain} field. Use knowledge, terminology, and standards specific to this domain at a {level} level. Focus particularly on domain-appropriate {scope}.

Notes: This model sometimes needs more explicit reminders to maintain consistent domain-specific focus throughout longer responses

gpt-4o¶

Instruction: Frame your response specifically for the {domain} domain. Adjust your {scope} to match domain conventions and target a {level} expertise level.

Notes: This model handles domain adaptation well but benefits from clear guidance about which aspects to contextualize

Implementation Guidance¶

Medical domain contextualization for step-by-step explanation¶

Original Prompt:

+++StepByStep
+++Detailed
Explain how vaccines are developed.

Transformed Prompt:

Please adapt your response and the behavior of any other decorators to the specific domain context provided. Apply specialized knowledge, terminology, and conventions appropriate for the medicine domain. Apply domain-specific terminology, examples, and structural organization throughout the entire response. Structure the response to be accessible to beginners while also including deeper insights for experts.

+++StepByStep
+++Detailed
Explain how vaccines are developed.

Programming domain with beginner-focused examples¶

Original Prompt:

+++Reasoning
+++ELI5
Explain how databases work.

Transformed Prompt:

Please adapt your response and the behavior of any other decorators to the specific domain context provided. Apply specialized knowledge, terminology, and conventions appropriate for the programming domain. Use domain-specific examples and cases to illustrate concepts, but keep terminology and structure generalized. Target the response for newcomers to the field with limited domain knowledge or expertise.

+++Reasoning
+++ELI5
Explain how databases work.

Transformation Details¶

Base Instruction: Please adapt your response and the behavior of any other decorators to the specific domain context provided.

Placement: prepend

Composition Behavior: accumulate

Parameter Effects:

domain:
Format: Apply specialized knowledge, terminology, and conventions appropriate for the {value} domain.
scope:
When set to terminology: Use domain-specific terminology and vocabulary from this field, but keep other aspects generalized.
When set to examples: Use domain-specific examples and cases to illustrate concepts, but keep terminology and structure generalized.
When set to structure: Organize the information according to standard frameworks and structures used in this domain, but keep terminology and examples generalized.
When set to all: Apply domain-specific terminology, examples, and structural organization throughout the entire response.
level:
When set to beginner: Target the response for newcomers to the field with limited domain knowledge or expertise.
When set to intermediate: Target the response for individuals with moderate familiarity and experience in the domain.
When set to expert: Target the response for specialists and experts with advanced knowledge in the domain.
When set to mixed: Structure the response to be accessible to beginners while also including deeper insights for experts.

Compatibility¶

Requires: None
Conflicts: None
Compatible Models: gpt-4o, gpt-4-turbo
Standard Version: 1.0.0 - 2.0.0

Audience: Enhances Context Audience complements Context by further refining the target expertise level within the domain context
Professional: Enhances Context Professional works well with Context to ensure appropriate formal language for the specific domain context
Custom: Enhances Context Custom can provide additional specialized behaviors for particular domain contexts beyond standard adaptations