How does the prompt enhancement trigger?

It activates automatically when a user's prompt is detected to be ambiguous, missing key information, or prone to scope expansion risks.

How does it handle complex tasks?

For complex tasks, it utilizes sequential thinking and 'TodoWrite' strategies to break down the work into manageable, logical steps.

What is the primary benefit of the Response Guidelines skill?

It ensures that Claude remains concise and strictly adheres to your original request, preventing the AI from adding unnecessary details or expanding the project scope.

Will I have to re-run the prompt after it's enhanced?

No, the skill is programmed to provide the enhanced version and then immediately execute the task so you get results faster.

Does this skill support technical terminology?

Yes, it is designed to keep technical terms in English while handling user interaction in Chinese and performing internal reasoning in English for maximum accuracy.

Response Guidelines Optimizer

Name: Response Guidelines Optimizer
Author: cuipengfei

bycuipengfei

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Productividad y Flujo de Trabajo

Streamlines AI interactions by prioritizing conciseness and automatically enhancing prompts to ensure high-fidelity, scope-controlled task execution.

Acerca de

The Response Guidelines skill serves as a precision-focused framework for Claude, enforcing a 'conciseness-first' policy while providing on-demand prompt enhancement. It ensures that responses remain strictly within the user's intended scope, preventing AI hallucinations and unnecessary feature creep. When a request is ambiguous or lacks critical information, the skill triggers a structured workflow to clarify requirements, rewrite the prompt into a professional template, and execute the task immediately, making it an essential tool for developers who require accurate, no-nonsense outputs.

Características Principales

Conciseness-First Logic: Prioritizes direct, accurate answers by avoiding unnecessary structural overhead and fluff.
Immediate Execution: Automatically performs the optimized task after rewriting, removing the need for manual copy-pasting.
Interactive Clarification: Utilizes a targeted workflow with a maximum of three yes/no questions to resolve ambiguities quickly.
Fidelity Enforcement: Strictly maintains original user intent while prohibiting the addition of unrequested features or scope.
On-Demand Prompt Enhancement: Automatically detects ambiguity and rewrites prompts using a structured goal-oriented template.
5 GitHub stars

Casos de Uso

Refining vague coding requests into actionable, structured technical specifications with clear constraints.
Standardizing AI communication for team environments where brevity and technical precision are required.
Maintaining strict project scope during complex code refactorings to prevent unintended side effects.

Acerca de

Características Principales

Conciseness-First Logic: Prioritizes direct, accurate answers by avoiding unnecessary structural overhead and fluff.
Immediate Execution: Automatically performs the optimized task after rewriting, removing the need for manual copy-pasting.
Interactive Clarification: Utilizes a targeted workflow with a maximum of three yes/no questions to resolve ambiguities quickly.
Fidelity Enforcement: Strictly maintains original user intent while prohibiting the addition of unrequested features or scope.
On-Demand Prompt Enhancement: Automatically detects ambiguity and rewrites prompts using a structured goal-oriented template.
5 GitHub stars

Casos de Uso

Refining vague coding requests into actionable, structured technical specifications with clear constraints.
Standardizing AI communication for team environments where brevity and technical precision are required.
Maintaining strict project scope during complex code refactorings to prevent unintended side effects.