Turning Raw Data into a Narrative Report That Drives a Decision

This is a ready-made prompt from the Zayenha Prompt library in Analysis & Research, written for claude-sonnet-4-7. It has a main prompt to copy into the model, built-in quality guards, and a verification prompt to run in a second window to review the answer. The full text needs the Plus plan; the description is open to all.

Turn raw numbers into a tight narrative report linking evidence to insights to recommendations, for analysts and managers, without dressing up numbers or confusing observation with cause.

Plus Model: claude-sonnet-4-7 3,603 previews 0 uses Knowledge: 2026-Q2
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Use case

Writing a quarterly performance report for the board, turning campaign data into a decision report, preparing an analytical summary from a spreadsheet before a leadership meeting.

#تقرير تحليلي#سرد البيانات#رؤى#توصيات

Built-in quality guards

Anti-hallucination

No fabricated numbers, percentages, or dressing up negative results

Sources

Every number in the report traces to the user's raw data

Completeness

Cover summary, findings, interpretation, insights, and recommendations

Audience Fit

Tone and depth match the report's defined audience

Frequently asked questions

How do I use this prompt?

Copy the main prompt and paste it into claude-sonnet-4-7 or the model you use, replace what is in square brackets with your details, then run the verification prompt in a second window with the answer pasted in, and review it before relying on it.

Is this prompt free?

Its full text requires the Plus plan or higher. Free prompts you can copy at once without an account are on the ready-made Arabic prompts page.

Which model was this prompt written for?

It was written for claude-sonnet-4-7 and follows how that model works; you can run it on other models too, reviewing the result, since no single wording guarantees the best result on every model.

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