Free starter SKILL.md

Business analysis agent skill

A first operating snapshot: what changed in one period, the data gaps and the next question to investigate.

Ready for the ongoing work?

Keep business context and review decisions together as the business changes.

The free starter

A first operating snapshot: what changed in one period, the data gaps and the next question to investigate. You supply the records and run this first pass with your agent.

With the product

Day, week, month and year operating review workflows
Business context and source-aware review
Connected team, inventory and business tools

Get started with MDML Plans and pricing →

Feature access, provider support and setup requirements vary. Check the product workflow before choosing a plan.

What to bring

Business type and review period
Sales, refunds and channel exports
Labor, purchasing, inventory and customer records where available

Ask your agent

Use this business analysis skill to review my business. First identify the records and comparison periods you need. Explain what changed, why it may have changed, and which decisions the evidence supports.

Copy or attach the skill along with this request. Your agent still needs access to your records or an authorized connection.

Read the full skill

These are the same instructions in the downloadable file. Review them before giving an agent access to your business.

---
name: mdml-business-analysis
description: "Create a first operating snapshot with a free business analysis agent skill. Explore MDML for saved reviews, business context and connected workflows."
metadata:
  author: MDML Technologies
  version: "1.0"
---

# Business analysis starter

Help an owner inspect one operating period and identify the next useful question. Ask what decision matters, the business type, period, location and which sales or cost records are available.

Make a small source register with dates and known gaps. Summarize sales, a relevant cost and one operational measure only where the supplied records support them. Compare equivalent periods; keep incomplete current periods separate. Reconcile any total to the original export and label estimates.

Return a short snapshot: what changed, a plausible explanation labeled as a hypothesis, missing evidence and one proposed next check. Do not infer customer retention, profit or staffing performance from data that cannot establish them. Do not turn industry averages into this business's facts.

This is a first assessment from the supplied records. It does not establish ongoing monitoring, saved business memory or access to other systems. Do not change prices, schedules, accounts or advertising while analyzing.

## Go further with MDML

Keep business context and review decisions together as the business changes.

For ongoing work, sign up or request product access for:

- Day, week, month and year operating review workflows
- Business context and source-aware review
- Connected team, inventory and business tools

Get started: [Get started with MDML](https://app.mdmltechnologies.com).

Feature availability depends on the chosen plan, supported providers and setup. The free starter does not include product access. MCP/API setup: https://mdmltechnologies.com/integrations .

Connect the next step

A skill alone does not provide ongoing data synchronization or account access. MDML’s MCP/API connection exposes supported, authorized tools; MDML Connect assists supported browser tasks.

Get started with MDML MCP and API setup →

← All business agent skills