Ai Analyzer

Name: Ai Analyzer
Author: huifer

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by huifer · vlatest · Repository

Analyzes text data to identify sentiment, topics, entities, and relationships using advanced natural language processing techniques.

Install on your platform

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

Run in terminal (recommended)

terminal

claude mcp add ai-analyzer npx -- -y @trustedskills/ai-analyzer

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

~/.claude/settings.json

{
  "mcpServers": {
    "ai-analyzer": {
      "command": "npx",
      "args": [
        "-y",
        "@trustedskills/ai-analyzer"
      ]
    }
  }
}

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

About This Skill

What it does

The ai-analyzer skill provides capabilities for analyzing AI agent outputs. It can identify potential issues and suggest improvements to enhance performance and reliability. This includes detecting biases, inaccuracies, or inconsistencies in generated content. The tool aims to improve the quality of AI agent interactions through detailed analysis.

When to use it

Reviewing chatbot responses: Analyze a chatbot's conversation history for tone, accuracy, and adherence to brand guidelines.
Evaluating code generation: Assess code produced by an AI coding assistant for potential errors or inefficiencies.
Analyzing content creation drafts: Examine marketing copy or blog post drafts generated by an AI writing tool for factual correctness and clarity.
Debugging agent behavior: Investigate unexpected actions or outputs from a complex AI agent to pinpoint the root cause of issues.

Key capabilities

Output analysis
Bias detection
Accuracy assessment
Consistency checking
Performance improvement suggestions

Example prompts

"Analyze this chatbot conversation and identify any instances where the tone is unprofessional."
"Evaluate this Python code for potential security vulnerabilities."
"Assess this draft blog post for factual inaccuracies and suggest improvements to clarity."

Tips & gotchas

The effectiveness of ai-analyzer depends on the quality and context provided in the input. Ensure that you provide sufficient data for accurate analysis, particularly when assessing complex AI agent behaviors.

View Repository →

TrustedSkills Verification

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Security Audits

Gen Agent Trust Hub	Pass
Socket	Pass
Snyk	Pass

Details

Version: vlatest
License
Author: huifer
Installs: 12

Repository (canonical source) →

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Passed automated security scans.