moai-foundation-philosopher

Structure architectural decisions by documenting assumptions, applying first-principles analysis, and embedding cognitive-bias checks within your workflow. This ensures strategic software choices are evaluated through root-cause decomposition rather than intuition.

Perform trade-off analysis for technology selection by evaluating options with weighted scores and capturing underlying assumptions. Comparing choices through structured root-cause decomposition yields a clear rationale for future audits.

Apply first principles to system design by decomposing complex problems into fundamental truths and assessing risks from the ground up. This structured approach surfaces hidden assumptions and standardizes strategic decision-making.

Yes, you can use this framework for organizational change and product development scenarios. It standardizes strategic decision-making across system design and risk assessment by integrating pre-mortem analyses and bias mitigation.

Start a SPEC-style analysis by running the MoAI planner to activate the Philosopher Framework. This initiates the process to capture assumptions, evaluate trade-offs, and record the rationale for your architecture choices.

Avoid using a structured decision framework for trivial or fully deterministic engineering choices. It is designed for complex scenarios requiring trade-off evaluations, risk assessment, and cognitive-bias mitigation, where documenting assumptions adds value.