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Features

Everything you need to detect AI-generated content in code and text. Built for performance, designed for accuracy.

Core Capabilities

Git Repository Analysis

Deep analysis of Git commit history to detect patterns indicative of AI-generated code. Examines velocity, timing, commit messages, and structural patterns.

  • Commit velocity tracking
  • Timing anomaly detection
  • Message pattern analysis
  • Author behavior profiling

Web Content Detection

Analyze web pages and text content for AI-generated patterns. Detects overused phrases, generic language, and formatting anomalies.

  • Phrase pattern detection
  • Grammar consistency analysis
  • Sentence structure scoring
  • Content quality metrics

38 Detection Strategies

Comprehensive detection combining 18 Git-focused and 20 web-focused strategies for thorough analysis.

  • Velocity & size analysis
  • Timing & burst patterns
  • Structural consistency
  • Statistical anomalies

High Performance

Built in Go for blazing fast analysis. Handle large repositories and high-volume web content without breaking a sweat.

  • Written in Go 1.24
  • Concurrent processing
  • Efficient memory usage
  • Handles 100k+ commits

Technical Features

Powerful CLI

Full-featured command-line interface with intuitive commands for Git analysis, web scanning, and report generation.

$ cadence analyze ./repo --format json

Webhook Server

Deploy as a webhook server for continuous monitoring. Integrates with GitHub, GitLab, and other platforms.

$ cadence webhook --port 8080

Multiple Output Formats

Generate reports in JSON for automation or human-readable text format with detailed reasoning.

$ cadence analyze ./repo -o report.json

AI Enhancement (Optional)

Integrate with OpenAI for enhanced analysis. Get detailed reasoning about why content may be AI-generated.

$ cadence analyze ./repo --ai

38 Detection Strategies

Comprehensive pattern analysis for Git repositories and web content

Velocity Analysis
Lines added/removed per minute
Size Analysis
Suspicious commit sizes
Timing Patterns
Rapid successive commits
Merge Commit Detection
Suspicious merge patterns
File Dispersion
Excessive files per commit
Ratio Analysis
Addition/deletion ratios
Precision Analysis
Code structure consistency
Commit Messages
AI-like message patterns
Naming Patterns
Variable/function naming style
Structural Consistency
Code organization patterns
Burst Patterns
Rapid commit sequences
Error Handling
Exception pattern analysis
Template Patterns
Boilerplate code detection
File Extensions
File type modification patterns
Statistical Anomalies
Outlier detection in metrics
Timing Anomalies
Unusual time patterns
Emoji Usage
Excessive or unusual emoji patterns
Special Characters
Overused hyphens, dashes, unusual punctuation

Integrations & Automation

Agent Skills

Use Cadence as an AI agent tool with the included skills.json manifest.

CI/CD Integration

Add to your pipeline for automated AI content detection on every push.

Configurable Thresholds

Fine-tune detection sensitivity with customizable threshold settings.

JSON API

Programmatic access with structured JSON output for automation.

Ready to get started?

Install Cadence in minutes and start detecting AI-generated content.

Get StartedView Examples