bias-check

Detect cognitive biases in documents and assess WRAP protocol adherence.

4|3|Updated Jan 22, 2026
One-click install
npx skills add https://github.com/yohayetsion/product-org-os --skill bias-check
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: bias-check
Source: https://github.com/yohayetsion/product-org-os/tree/main/product-org-plugin/skills/bias-check
Command: npx skills add https://github.com/yohayetsion/product-org-os --skill bias-check

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill helps improve decision quality by proactively identifying and providing recommendations to mitigate common cognitive biases in plans, decisions, or documents.

Core Features & Use Cases

  • Bias Detection: Scans provided text for 10 specific cognitive biases (e.g., Confirmation Bias, Anchoring, Sunk Cost Fallacy).
  • Debiasing Recommendations: Offers actionable advice to counter identified biases.
  • WRAP Framework Application: Assesses how well the decision-making process followed the WRAP (Widen, Reality-Test, Attain Distance, Prepare to be Wrong) protocol.
  • Use Case: Before finalizing a major product strategy, run a bias check on the strategy document to ensure objectivity and identify potential blind spots.

Quick Start

Scan the document 'product-strategy-v1.md' for cognitive biases.

Frequently Asked Questions about bias-check

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

FAQPage Schema
How do I check my strategy document for cognitive biases?

To check your strategy document for cognitive biases, scan the provided text to identify 10 specific biases like Confirmation Bias and Anchoring. The analysis highlights potential blind spots and assesses adherence to the WRAP decision-making protocol.

What is the WRAP decision-making protocol for debiasing?

The WRAP decision-making protocol is a framework that stands for Widen, Reality-Test, Attain Distance, and Prepare to be Wrong. It assesses decision-making objectivity to ensure you mitigate cognitive biases effectively.

How do I mitigate the sunk cost fallacy in project planning?

To mitigate the sunk cost fallacy in project planning, analyze your decisions using a framework derived from Kahneman and Heath. This process identifies the bias and provides actionable debiasing recommendations to correct your trajectory.

Can I update an existing bias assessment instead of creating a new one?

Yes, you can update an existing bias assessment instead of creating a new one. The analysis supports CREATE, UPDATE, and FIND modes, allowing you to continuously monitor and adjust debiasing recommendations as documents evolve.

What specific cognitive biases can be detected in a decision document?

Specific cognitive biases that can be detected in a decision document include Confirmation Bias, Anchoring, Sunk Cost Fallacy, and Planning Fallacy. The framework scans text to identify these and six other specific cognitive biases.