second order decision impact mapper

The problem

Linear thinking misses the ripple effects of business decisions. Most planners stop at the immediate result, ignoring how competitors react or how incentives shift over time.

What it does

• Identifies hidden downstream effects by analyzing how people and systems adapt to a new change.
• Maps out competitor counter-moves and shifts in market dynamics.
• Surfaces misaligned incentives that lead to long-term friction.
• Predicts how constraints and feedback loops will amplify or dampen your initial move.

Why this beats prompting it yourself

General LLMs default to shallow pros and cons lists. This skill forces a systematic analysis of feedback loops and adversarial adaptations, catching risks that a standard prompt misses.

Use cases

• Evaluate the long-term market impact of a major price change.
• Predict how engineering team velocity will shift after a re-org.
• Forecast competitor responses to a new product feature launch.
• Identify unintended consequences of a new company-wide incentive program.