Audit Command-Line Interfaces (CLIs) for AI Agent Readiness with cli-agent-lint

cli-agent-lint is a powerful tool designed to evaluate the readiness of CLI tools for AI agents. It performs an extensive analysis, running 26 checks across 6 distinct categories, ultimately providing a letter-grade scorecard that signifies the CLI's compatibility with autonomous agents.

Core Features

• Automated Audits: Execute a series of checks effortlessly to ensure CLIs meet the criteria required for effective AI interactions.
• Comprehensive Reporting: Gain insights into the capabilities and limitations of your CLI with a clear grading system ranging from 'A' to 'F', allowing for quick assessments.
• Diverse Category Checks: cli-agent-lint covers multiple essential aspects, including:
  • Structured Output: Ensures JSON formatting and error handling are in good standing.
  • Terminal Hygiene: Validates ANSI compatibility and suppression features.
  • Input Validation: Assesses the CLI's robustness against invalid inputs.
  • Schema & Discovery: Examines support for shell completions and usage examples.
  • Authentication: Reviews non-interactive authentication mechanisms.
  • Operational Robustness: Checks for exit codes, timeouts, and other crucial operational details.

Usage Examples

To perform an audit on any CLI tool, simply run:

cli-agent-lint check ./my-tool

For JSON formatted output, use:

cli-agent-lint check --output json ./my-tool

Utilize passive checks to analyze help text without executing the CLI:

cli-agent-lint check --no-probe ./my-tool

Grading System

The grading system categorizes the readiness of the CLI as follows:

Conclusion

Understanding how well a CLI can operate with AI agents is essential for developers and organizations looking to enhance automation and productivity. With cli-agent-lint, identify gaps and improve your CLI tools to ensure they are ready for the next generation of AI-driven automation.