Koskamo

Assess bug impact on revenue

The agent determines if a specific bug is affecting paying customers or free users, helping prioritize engineering fixes based on business risk.

How it works

Read-onlyOperations and infrastructure

The agent uses the AIOProductOS MCP server to link error data or bug reports with customer billing status. It checks if the affected users are on paid plans or free tiers. This allows the team to understand the immediate revenue risk associated with the bug.

Prompt

Paste this into an agent that has the servers below connected. Adjust the names and dates to your own.

Prompt for Assess bug impact on revenue
Is this bug hitting revenue or free users?

MCP servers it needs

Source

The vendor page this playbook is drawn from, and the passage that supports it.

"Is this bug hitting revenue or free users?" - error data plus billing.
Best MCP Servers for Product Teams (2026) - AIOProductOS

Each playbook is drawn from the vendor page it cites and reviewed by Koskamo before it is published. Koskamo does not run these servers or your agent: check what each tool will do before you let it act on your accounts.