expert-kahneman

Audit decision plans for cognitive biases and misapplied reasoning.

51|6|Updated Apr 2, 2026
One-click install
npx skills add https://github.com/AskRoundtable/expert-skills --skill expert-kahneman
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: expert-kahneman
Source: https://github.com/AskRoundtable/expert-skills/tree/main/skills/expert-kahneman
Command: npx skills add https://github.com/AskRoundtable/expert-skills --skill expert-kahneman

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

Daniel Kahneman's cognitive-bias framework helps teams detect decision-quality issues caused by misapplied intuition and biased reasoning, enabling structured debiasing and safer decision processes when loaded with expert-engine.

Core Features & Use Cases

  • Bias audits of decision processes across personal and organizational decisions (investments, strategy, and projects).
  • System 1 vs System 2 assessment, WYSIATI detection, and pattern-based bias identification.
  • Outside vs Inside View, reference-class forecasting, pre-mortems, and robust decision-process redesign.
  • Integrates with companion experts to provide actionable debiasing guidance and risk mitigations.

Quick Start

Load this module with expert-engine to perform an immediate bias audit on your current decision and surface System 1 risks, base-rate neglect, and planning fallacies.

Frequently Asked Questions about expert-kahneman

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I run a cognitive bias audit on a strategic decision plan?

Conduct a pre-mortem analysis by loading expert-kahneman with expert-engine to forecast planning fallacies. It contrasts the inside view with the outside view and reference-class forecasting to redesign robust decision processes.

What is reference-class forecasting and when do I need it for project planning?

Reference-class forecasting uses historical base rates from similar projects to correct planning fallacies. You need it when rapid intuition causes inside-view bias, enabling structured debiasing and safer project decision processes.

Can I use this bias framework for both personal investments and organizational strategy?

Yes, the bias framework audits decision quality across both personal investments and organizational product strategy. It assesses System 1 versus System 2 reasoning, detects WYSIATI, and identifies pattern-based cognitive biases.

Do I need expert-engine to perform a structured decision-process diagnostic?

Yes, you must load expert-kahneman with the expert-engine dependency to execute structured decision-process diagnostics. This combination provides actionable debiasing guidance, scenario planning, and risk mitigations.

What is the difference between the outside view and the inside view in decision making?

The outside view applies reference-class base rates to correct planning fallacies, while the inside view relies on rapid intuition and specific case details. The framework contrasts both to detect misapplied reasoning and redesign safer processes.