A framework is more than a prompt
Each page explains the management purpose, component logic and practical uses before presenting a prompt. The templates ask for assumptions, evidence and uncertainty because fluent AI output is not the same as a reliable analysis.
Designed for responsible reuse and citation
The library is available as visible HTML, Markdown alternates and a versioned JSON/CSV dataset. The dataset uses a Creative Commons Attribution 4.0 license so it can be reused with a link to the canonical MTF Institute library.
Build the capability behind the tool
Connect the result with a structured MTF Institute learning path designed around applied business decisions.
Explore AI for ManagersFrequently asked questions
Can I use these prompts with any AI assistant?
Yes. The prompts are written in a tool-neutral format and can be adapted for major general-purpose AI assistants. Results vary by model, context and the quality of evidence supplied.
Should confidential business information be pasted into an AI assistant?
Not unless your organization has approved the tool, account, data controls and purpose. Remove personal, confidential and regulated information and follow applicable policies.
Does an AI-generated framework replace professional judgment?
No. Treat the output as a draft for challenge. Verify facts, expose assumptions, compare alternatives and keep accountable human decision makers involved.