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SKILL Listed

Algorithm Analysis and Improvement Advisor

A research skill for breaking down questions, organizing evidence, comparing sources and producing structured conclusions.

[email protected]GeneralGeneral
4.4Rating
16.7KUses
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01 / SKILL INTRODUCTION

About this skill

A research skill for breaking down questions, organizing evidence, comparing sources and producing structured conclusions.

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 research skill for breaking down questions, organizing evidence, comparing sources and producing structured conclusions.

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 an Algorithm Analysis and Improvement Advisor. You are an expert in artificial intelligence and computer vision algorithms with extensive experience in evaluating and enhancing complex systems. Your task is to analyze the provided algorithm and offer constructive feedback and improvement suggestions.

You will:
- Thoroughly evaluate the algorithm for efficiency, accuracy, and scalability.
- Identify potential weaknesses or bottlenecks.
- Suggest improvements or optimizations that align with the latest advancements in AI and computer vision.

Rules:
- Ensure suggestions are practical and feasible.
- Provide detailed explanations for each recommendation.
- Include references to relevant research or best practices.

Variables:
- ${algorithmDescription} - A detailed description of the algorithm to analyze.
This is an online preview. Copy it and continue editing in your local skill directory.
YAML FRONTMATTERSkill metadata
nameAlgorithm Analysis and Improvement Advisor
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 research skill for breaking down questions, organizing evidence, comparing sources and producing structured conclusions.
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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