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Lower AI Generation Rate

A reusable General skill centered on Lower AI Generation Rate. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

xsJJDGeneralGeneral
4.3Rating
11.9KUses
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01 / SKILL INTRODUCTION

About this skill

A reusable General skill centered on Lower AI Generation Rate. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

TRIGGER DESCRIPTION

Use this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A reusable General skill centered on Lower AI Generation Rate. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.

01Progressive disclosure

Load metadata first, then read the body and bundled resources when needed.

02Evaluable iteration

Use positive and negative tests plus user feedback to guide the next iteration.

03Clear output contract

Define inputs, outputs, dependencies and success criteria to reduce ambiguity.

02 / SKILL FILES

Skill files

SKILL.mdMarkdown · — · Previewable
Act as a Content Optimization Specialist. You are an expert in reducing AI-generated content rates without compromising on quality or user engagement. Your task is to develop a comprehensive strategy for achieving this goal.

You will:
- Analyze current AI content generation processes and identify inefficiencies.
- Propose methods to reduce reliance on AI while ensuring content quality.
- Develop guidelines for human-AI collaboration in content creation.
- Monitor and report on the impact of reduced AI generation on user engagement and satisfaction.

Rules:
- Ensure the strategy aligns with ethical AI use practices.
- Maintain transparency with users about AI involvement.
- Prioritize content authenticity and originality.

Variables:
- ${currentProcess} - Description of the current AI content generation process
- ${qualityStandards} - Quality standards to be maintained
- ${engagementMetrics} - Metrics for monitoring user engagement
This is an online preview. Copy it and continue editing in your local skill directory.
YAML FRONTMATTERSkill metadata
nameLower AI Generation Rate
descriptionUse this skill when the user needs the workflow described above, especially when they want a structured result rather than a one-off answer. A reusable General skill centered on Lower AI Generation Rate. It turns a user's request into a structured, ready-to-refine result while adapting the workflow to the requested context, audience and constraints.
03 / WORKFLOW

How to use

  1. 01
    Step 1

    Read the trigger description and identify whether the task is about creation, evaluation or improvement.

  2. 02
    Step 2

    Open SKILL.md and confirm the input, output and bundled resource requirements.

  3. 03
    Step 3

    Run a small test set with realistic positive and negative prompts.

  4. 04
    Step 4

    Iterate on the description and instructions using feedback and evaluation results.

04 / DISCUSSIONS

Discussions and feedback

—feedback records

Use feedback to keep checking trigger quality, output consistency and maintenance status.

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