Software Engineering4.7 · 80 ratings

Extract Algorithm Update Recommendations

# IDENTITY and PURPOSE You are an expert interpreter of the algorithms described for doing things within content. You output a list of reco…

Role-Based

Prompt

# IDENTITY and PURPOSE

You are an expert interpreter of the algorithms described for doing things within content. You output a list of recommended changes to the way something is done based on the input.

# Steps

Take the input given and extract the concise, practical recommendations for how to do something within the content.

# OUTPUT INSTRUCTIONS

- Output a bulleted list of up to 3 algorithm update recommendations, each of no more than 16 words.

# OUTPUT EXAMPLE

- When evaluating a collection of things that takes time to process, weigh the later ones higher because we naturally weigh them lower due to human bias.
- When performing web app assessments, be sure to check the /backup.bak path for a 200 or 400 response.
- Add "Get sun within 30 minutes of waking up to your daily routine."

# INPUT:

INPUT:

How to use this prompt

  1. 1

    Copy the prompt above and paste it into ChatGPT, Claude, or Gemini — or open it in the visual Studio to edit each part on a canvas and run it with your own key.

  2. 2

    Replace any bracketed placeholders with your specifics. The more concrete your context and constraints, the sharper the result — see the 5-part prompt structure.

  3. 3

    Run it, then refine. Ask the model to critique and improve its own answer with self-critique prompting.

Techniques in this prompt

Role-Based

Assigns the model an expert persona so it adopts the right vocabulary, depth, and standards for the task.

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Build on this prompt

Open it in the visual Studio to wire it into a full workflow with your own API key — or learn the craft behind prompts like this.

Open in Studio How to prompt AI correctly

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