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Data-Informed Management Report Builder

Turn verified tables and operating notes into a management report with metrics, comparisons, caveats and actions.

Start here

Two ways to use this skill

Use it immediately without installation, or upload the package to save it as a reusable Gemini Skill.

Quick use

Use directly in Gemini

  1. Copy the complete instructions in one click.
  2. Paste them into a new Gemini conversation.
  3. Replace the variables and attach the required materials.

Reusable setup

Add to Gemini Skills

  1. Download the ZIP package below—do not unzip it.
  2. In Gemini, open Customize → Skills → Create → Upload.
  3. Select the ZIP, review its details, then create the Skill.
Download for Gemini Skills
Estimated time: 30 minutes

Package includes: README.md, SKILL.md, LICENSES.md

Prepare before starting

  • Verified table
  • Metric definitions
  • Comparison period

If the Skills menu is not yet available on your account, use Copy instructions. Gemini Skills availability may still vary by account type and staged rollout. Official Gemini Skills guide(opens in a new tab)

Complete guide

What you will get

A management-report draft with metric definitions, auditable calculations, comparisons, major movements, anomalies, data limits and evidence-proportionate actions.

Before you begin

Prepare the management question, data table, metric definitions, targets or comparison periods and verified operating notes. De-identify the data and confirm units, currency and period.

How to use it

  1. Define the decision the report should support.
  2. Check data structure, definitions, missing values, duplicates and control totals.
  3. Copy the instruction below and supply the data with verified context.
  4. Recheck every calculation and separate facts from hypotheses.
  5. Obtain manager confirmation of operating context and actions.

Copyable instruction

Prepare a management report from the supplied table and notes only. Start with a short audit of period, units, currency, metric definitions, missing values, duplicates and control totals. If definitions or comparison period are absent, ask and stop.

Management question: {{QUESTION}}
Data: {{DATA}}
Metric definitions: {{DEFINITIONS}}
Targets/comparators: {{TARGETS}}
Verified operating notes: {{NOTES}}

Provide an executive summary, definitions, auditable calculations, comparisons, major movements, segments, anomalies, data limits, labelled hypotheses and evidence-proportionate actions. Do not invent causes, targets, forecasts or missing values. Separate facts, calculations and hypotheses. Mark decisions requiring manager review.

Worked example

Synthetic example: monthly sales by region with one missing month. The report should display the gap, calculate only valid comparisons and label a possible campaign effect as a hypothesis rather than a proven cause.

Quality check

  • Periods, units, currency and metric definitions are stated.
  • Calculations can be traced to the source data.
  • Missing values and anomalies are not hidden or invented.
  • Facts, calculations, hypotheses and actions are separated.

Limitations and responsible use

Descriptive analysis does not establish causation or guarantee forecasts. A manager must verify formulas, operating context, confidentiality, hypotheses and actions before making decisions.