ai-observer

🥈Silver

AI Observer provides unified local observability for AI coding assistants. It tracks token usage and other metrics for tools like Claude Code, Gemini CLI, and OpenAI Codex CLI. Self-hosted and OpenTelemetry-compatible, it integrates with existing observability stacks.

188130Updated Today

Intermediate30min to implementautomation

Saves ~150 min per use

Quick InstallView Source

git clone https://github.com/tobilg/ai-observer.git

Works with:

Claude

Overview

About This Skill

Setup & Installation

Quick Install

No install command available. Check the GitHub repository for manual installation instructions.

Alternative Install (Git Clone)

git clone https://github.com/tobilg/ai-observer

Requirements

Claude Code or compatible AI agent
Works with: Claude

Quick Start Guide

Install the Skill

Copy the install command above and run it in your terminal.

Open Your AI Agent

Launch Claude Code, Cursor, or your preferred AI coding agent.

Try It Out

Use the prompt template or examples below to test the skill.

Customize

Adapt the skill to your specific use case and workflow.

Usage Examples

Prompt Template

Act as an AI observer for my coding project. Monitor the AI coding assistant's suggestions and provide a summary of its performance. Focus on accuracy, relevance, and efficiency. The project is for [COMPANY] in the [INDUSTRY] sector. Analyze the AI's suggestions based on the following [DATA] or requirements: [DATA].

Example Output

# AI Observer Report

## Performance Summary

- **Accuracy**: The AI assistant provided 92% accurate code suggestions for the given requirements.
- **Relevance**: 85% of the suggestions were directly applicable to the project.
- **Efficiency**: The AI reduced coding time by approximately 30%.

## Detailed Analysis

### Strengths
- Excellent at generating boilerplate code and standard implementations.
- Quickly identifies potential syntax errors and suggests corrections.

### Areas for Improvement
- Struggles with highly specialized or niche requirements.
- Occasionally suggests outdated libraries or frameworks.

## Recommendations
- For highly specialized tasks, consider supplementing with human expertise.
- Regularly review suggested libraries and frameworks for compatibility and relevance.