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Bias detector

Skill inbharatai/claude-skills/skills/bias-detector

Detect cognitive and statistical biases — confirmation bias, survivorship bias, sampling issues, and logical fallacies.From its SKILL.md

Install
npx -y skills add inbharatai/claude-skills --skill bias-detector

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SKILL.md

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Bias Detector

Overview

Detect cognitive and statistical biases — confirmation bias, survivorship bias, sampling issues, and logical fallacies.

When to Use This Skill

Use Bias Detector when you need to:

  • Work with bias detector tasks in your project or workflow
  • Automate bias detector operations at scale
  • Generate production-quality bias detector output quickly

Instructions

When this skill is active, Claude will:

  1. Understand the full context of your bias detector request
  2. Apply best practices and conventions for Research & Analysis
  3. Produce clean, well-structured, production-ready output
  4. Explain key decisions and offer alternatives where relevant

Examples

Example 1 — Basic Usage

User: Help me get started with bias detector.

Claude: I'll walk you through the essential steps for bias detector in your context...

Example 2 — Advanced Usage

User: I need a production-ready bias detector setup with full error handling.

Claude: Here's a complete, production-hardened bias detector implementation...

Guidelines

  • Always validate inputs before processing
  • Follow the conventions of the target platform or language
  • Prefer explicit over implicit — clarity beats cleverness
  • Include comments for non-obvious logic
  • Suggest tests or validation steps where appropriate

Dependencies

Required: none

Platforms

Available on: claude.ai, api


Part of the claude-skills collection — 183+ skills for Claude.

What ships with it

Read from the repository

Just SKILL.md. No reference files, no scripts.

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