bias-detection

Identify and mitigate cognitive biases in structured decision processes.

4|Updated Jan 28, 2026

Search Tags:#reasoning #bias #decision-making #critical-thinking #cognitive-bias #bias-audit

Ready to run

npx skills add https://github.com/wme3/DeliberateDecisions --skill bias-detection

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: bias-detection
Source: https://github.com/wme3/DeliberateDecisions/tree/main/skills/bias-detection
Command: npx skills add https://github.com/wme3/DeliberateDecisions --skill bias-detection

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Cognitive biases degrade decision quality and require systematic identification and mitigation.

Core Features & Use Cases

Comprehensive library of biases with definitions, signs, and corrections, including Confirmation Bias, Anchoring, Overconfidence, Sunk Cost, Availability, Groupthink, Framing Effects, and Planning Fallacy.
Severity levels and corrective guidance to apply bias-aware thinking during calibration and decision gates.
Bias Audit Checklist with Information Gathering, Evaluation Process, Group Dynamics, and Overall Assessment to standardize bias mitigation.

Quick Start

Consult the Bias Detection Reference before finalizing a decision to identify and mitigate common cognitive biases.

Frequently Asked Questions about bias-detection

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

FAQPage Schema

How do I identify cognitive biases before finalizing a decision?▼

Identify cognitive biases by consulting a taxonomy of biases with definitions and signs, then applying a bias audit checklist to standardize evaluation before finalizing a decision. This systematic process mitigates degraded decision quality.

What types of cognitive biases can I audit during a risk assessment?▼

During a risk assessment, you can audit biases like Confirmation Bias, Anchoring, Overconfidence, Sunk Cost, Availability, Groupthink, Framing Effects, and Planning Fallacy. The library provides definitions, signs, and corrections for each.

How do I run a bias audit checklist for product strategy reviews?▼

Run a bias audit by evaluating Information Gathering, Evaluation Process, Group Dynamics, and Overall Assessment. This standardizes bias mitigation during product strategy gate reviews and risk assessments.

When do I need to apply bias-aware thinking in a structured decision process?▼

Apply bias-aware thinking during calibration and decision gates within structured processes. It is required when cognitive biases threaten to degrade decision quality in product, strategy, and research contexts.

Does bias mitigation provide severity levels for decision-making?▼

Yes, bias mitigation provides severity levels and corrective guidance to apply bias-aware thinking. This helps standardize evaluation and prioritize corrective steps during decision-making and risk assessments.