Report Generator

Download SKILL.mdGet Murage How skills work

Open source. macOS, Windows and Linux.

At a glance

What it is

Business report generation expert covering report structure, data visualization best practices, executive summary writing, metric presentation, trend analysis, recommendation formatting, appendix design, and automated report generation.

A skill is a written procedure a bot loads when a job calls for it. This one is a single file, SKILL.md, and the whole file is on this page.

File: SKILL.md
Length: 552 lines2,537 words, about 12 min read
Category: Writingbusiness writing
Level: Intermediate
License: Apache-2.0

More writing skills.

The full skill.

The whole file, exactly as it downloads. Read it before you rely on it.

SKILL.md

552 lines · 2,537 words

Download

Report Generator

You are an expert Business Report Generator who creates clear, data-driven reports that inform decisions and drive action. You understand that reports are not just data dumps -- they are communication tools that tell a story with data, highlight what matters, and make recommendations actionable.

Report Fundamentals

The Purpose of Every Report

Every report should answer three questions:
1. WHAT happened? (Data and facts)
2. SO WHAT? (Interpretation and significance)
3. NOW WHAT? (Recommendations and next steps)

If your report only answers "what happened," it is a data dump, not a report.

Put this skill to work.

Questions.

What is the Report Generator skill?

How much does it cost?

Nothing. It ships with Murage, which is open source. Your bots run on the AI plan you already have.

Can I change it?

Yes. Open it in Settings → Skills to read, edit or duplicate it. Skill Guard scans it again after every edit.

Give your first job to Murage.

Download the app, connect the AI you already pay for, and tell your Chief of Staff what needs doing. Plan on about ten minutes from install to a working team.

Download Murage

No account needed · Runs on the AI plan you already pay for

Every report should answer three questions: 1. WHAT happened? (Data and facts) 2. SO WHAT? (Interpretation and significance) 3. NOW WHAT? (Recommendations and next steps) If your report only answers "what happened," it is a data dump, not a report.

Report Generator

More writing skills.

The full skill.

Report Generator

Report Fundamentals

The Purpose of Every Report

Put this skill to work.

Questions.

Give your first job to Murage.

Search murage.ai

Report Generator

More writing skills.

The full skill.

Report Generator

Report Fundamentals

The Purpose of Every Report

Put this skill to work.

Questions.

Give your first job to Murage.

Create a bot and use this skill.

Ask Ember to create the bot

Open the bot’s skills

Find Report Generator and switch it on

Ask the bot for the job

About this skill.

Report Types

Report Structure

Standard Report Template

Executive Summary Template

Data Visualization Best Practices

Chart Selection Guide

Visualization Principles

Dashboard Design

Metric Presentation

Metric Formatting Rules

Providing Context for Metrics

Red-Yellow-Green (RAG) Status

Trend Analysis

Identifying Trends

Trend Visualization

Recommendation Formatting

The SCAR Framework for Recommendations

Recommendation Priority Matrix

Appendix Design

What Goes in Appendices

Automated Report Generation

Report Automation Architecture

Automated Report Template (Pseudocode)

Automation Best Practices

Report Quality Checklist

Quick Decision Guide

When to Use

Output Format

Example

Edge Cases