Confidence Check

🌐Community
by superclaude-org · vlatest · Repository

This skill assesses the plausibility of a statement's claims, offering valuable insights and reducing misinformation risks.

Install on your platform

We auto-selected Claude Code based on this skill’s supported platforms.

1

Run in terminal (recommended)

terminal
claude mcp add superclaude-org-confidence-check npx -- -y @trustedskills/superclaude-org-confidence-check
2

Or manually add to ~/.claude/settings.json

~/.claude/settings.json
{
  "mcpServers": {
    "superclaude-org-confidence-check": {
      "command": "npx",
      "args": [
        "-y",
        "@trustedskills/superclaude-org-confidence-check"
      ]
    }
  }
}

Requires Claude Code (claude CLI). Run claude --version to verify your install.

About This Skill

What it does

The Confidence Check skill assesses the certainty of Claude's responses. It provides a confidence score (ranging from 0 to 1) and an explanation for that score, allowing users to gauge the reliability of generated content. This helps in identifying areas where further verification or refinement might be necessary.

When to use it

  • Critical Decision Making: Before acting on information provided by Claude in scenarios with high stakes (e.g., financial advice, legal research).
  • Content Creation Review: To evaluate the accuracy and reliability of generated content before publishing or sharing it externally.
  • Complex Reasoning Tasks: When Claude is tackling intricate problems where a low confidence score might indicate potential errors in logic.
  • Fact Verification: To flag responses that require additional fact-checking due to lower confidence levels.

Key capabilities

  • Confidence Score Generation: Provides a numerical representation of Claude's certainty (0-1).
  • Explanation of Confidence: Offers reasoning behind the assigned confidence score.
  • Integration with Claude workflows: Designed for seamless use within existing Claude agent setups.

Example prompts

  • "Check the confidence of this response: [Claude's Response]"
  • "Assess the certainty and explain why for the following text: [Text to be evaluated]"
  • "What is your confidence level in the accuracy of this statement? [Statement]"

Tips & gotchas

  • The Confidence Check skill relies on Claude’s internal assessment, which may not always perfectly reflect actual correctness. Treat it as an indicator rather than a definitive guarantee.

Tags

🛡️

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Details

Version
vlatest
License
Author
superclaude-org
Installs
22

🌐 Community

Passed automated security scans.