ImplPhase Decorator¶

Indicates which phase of implementation the AI should focus on, controlling scope and detail level.

Category: Implementation-Focused

Parameters¶

Parameter	Type	Description	Default
`stage`	`enum`	Current implementation phase	`core`
`scope`	`enum`	Implementation scope boundary	`component`
`iteration`	`number`	Implementation iteration number	`1`

Stage Options¶

design: Design phase: Create high-level architecture and design patterns without implementation details.
scaffold: Scaffolding phase: Create the basic structure and interfaces without full implementation.
core: Core implementation phase: Implement the essential functionality with basic error handling.
refinement: Refinement phase: Enhance the implementation with better error handling and edge cases.
optimization: Optimization phase: Improve performance, reduce complexity, and enhance efficiency.
documentation: Documentation phase: Add comprehensive comments, documentation, and usage examples.

Scope Options¶

function: Limit implementation to a single function or method.
component: Focus on a self-contained component with defined interfaces.
module: Implement a complete module with multiple related components.
service: Develop a service that may interact with multiple modules.
system: Consider the entire system architecture and integration points.

Examples¶

Scaffolding a component¶

+++ImplPhase(stage=scaffold, scope=component, iteration=1)
Create the initial structure for a user authentication component with login/register forms.

The AI will focus on creating the basic structure and interfaces for the authentication component without implementing all functionality.

Core implementation of a function¶

+++ImplPhase(stage=core, scope=function, iteration=2)
Implement a password validation function that checks for minimum length, special characters, and numbers.

The AI will implement the essential functionality of the password validation function with basic error handling.

Documentation for a module¶

+++ImplPhase(stage=documentation, scope=module, iteration=1)
Create documentation for the user management module including all public APIs.

The AI will focus on creating comprehensive documentation for the user management module rather than implementing new features.

Model-Specific Implementations¶

gpt-4-turbo¶

Instruction: You are working on a {scope} in the {stage} phase (iteration #{iteration}). Focus specifically on this phase and don't try to implement features beyond this scope.

Notes: More explicit instructions help gpt-4 maintain focus on the specific implementation phase.

Implementation Guidance¶

Web development¶

Original Prompt:

Create a user authentication component with login/register forms.

Transformed Prompt:

Focus on the scaffold phase of implementation for this component, iteration #1.

Scaffolding phase: Create the basic structure and interfaces without full implementation.
Focus on a self-contained component with defined interfaces.
This is iteration #1 of the implementation process.

Create a user authentication component with login/register forms.

Notes: The transformed prompt guides the AI to focus on creating the basic structure without full implementation details.

Transformation Details¶

Base Instruction: Focus on the {stage} phase of implementation for this {scope}, iteration #{iteration}.

Placement: prepend

Composition Behavior: override

Parameter Effects:

stage:
When set to design: Design phase: Create high-level architecture and design patterns without implementation details.
When set to scaffold: Scaffolding phase: Create the basic structure and interfaces without full implementation.
When set to core: Core implementation phase: Implement the essential functionality with basic error handling.
When set to refinement: Refinement phase: Enhance the implementation with better error handling and edge cases.
When set to optimization: Optimization phase: Improve performance, reduce complexity, and enhance efficiency.
When set to documentation: Documentation phase: Add comprehensive comments, documentation, and usage examples.
scope:
When set to function: Limit implementation to a single function or method.
When set to component: Focus on a self-contained component with defined interfaces.
When set to module: Implement a complete module with multiple related components.
When set to service: Develop a service that may interact with multiple modules.
When set to system: Consider the entire system architecture and integration points.
iteration:
Format: This is iteration #{value} of the implementation process.

Compatibility¶

Requires: None
Conflicts: None
Compatible Models: gpt-4o, gpt-4-turbo, claude-3-7-sonnet-latest, llama-3.2
Standard Version: 1.0.0 - 1.5.0

CodeStyle: Enhances ImplPhase CodeStyle can be used alongside ImplPhase to specify coding conventions for the implementation.
Language: Enhances ImplPhase Language decorator can specify the programming language for the implementation.