Agent skill · product strategy · refoundai
high-stakes-decisions
Help users master the art of making high-stakes, irreversible decisions by using structured frameworks to reduce cognitive bias and maintain organizational momentum.
Why this skill is useful
Codifies a structured framework for high-stakes decision making that the AI could infer but now doesn't have to guess.
What it needs
About 5k tokens when loaded. Last updated 2026-07-16. 1,223 stars on the source repository.
What this skill does
High Stakes Decision Making Navigate irreversible choices and extreme uncertainty with speed and structural clarity. Help the user with high stakes decision making using insights from 30 guests and posts across Lenny's Podcast and Newsletter. How to Help 1. Categorize the stakes - Help the user determine if a decision is a one-way or two-way door to apply the appropriate level of rigor. 2. Frame the core problem - Facilitate the identification of the 'Eigenquestion' or the single decisive reason that drives the choice. 3. Mitigate emotional bias - Use techniques like pre-mortems and neutral third-party perspectives to identify where fear or sunk costs are distorting reality. 4. Drive to a conclusion - Transition from consensus-seeking to clear ownership, ensuring everyone is heard before a final call is made with 70 percent information. Core Principles Identify Leading Indicators Annie Duke: "There is no such thing as a long feedback loop. And the way you choose to shorten the feedback loop is to say, what are the things that are correlated with the outcome that I eventually desire?" Break down long-term goals into measurable intermediate signals to create shorter feedback loops for better decision-making. Run Toward Necessary Pain Ben Horowitz: "The biggest mistake that you make, the worst thing that you do as a leader, there's things in your control and there's things out of your control and hesitation, that's generally the most destructive. And I go through all the ways that it's destructive, but it's extremely bad. And the thing that causes you to hesitate is both decisions are horrible." Trust your perception and act decisively when faced with two equally painful alternatives rather than avoiding the choice. Build for Technological Trajectories Kevin Weil: "Our general mindset is in two months, there's going to be a better model and it's going to blow away whatever the current set of limitations are. And we say this to developers too. …
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills refoundai/high-stakes-decisions