Verified:GitHub

cli-agent-ux-review

Evaluates CLI design for machine readability and accessibility across Axes A, B, C, D, E, F, G, H, I, J, K, L, M, N, O, P, Q, R, S, T, U, V, W, X, Y and Z.

2|Updated Mar 2, 2026

Search Tags:#automation #cli #error-handling #structured-output #ax-review #agent-experience

Ready to run

npx skills add https://github.com/tizee/skills --skill cli-agent-ux-review

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: cli-agent-ux-review
Source: https://github.com/tizee/skills/tree/main/skills/cli-agent-ux-review
Command: npx skills add https://github.com/tizee/skills --skill cli-agent-ux-review

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes references (resource) components.

What problem does it solve?

This Skill provides a structured AX review of a CLI tool to help authors optimize it for automated agents by focusing on outputs, errors, help, and documentation from an agent's perspective.

Core Features & Use Cases

AX-focused evaluation of stdout parseability, error handling, and non-interactive flows to enable autonomous agent operation.
Guidelines based on AX criteria to guide improvements in command structure, output formats, and help content for machine consumption.
Use Case: When a team wants to ensure their CLI is friendly to coding agents, this Skill yields a report highlighting gaps and actionable changes.

Quick Start

Provide a concise AX review of the target CLI repository to identify what works well and what needs improvement.

Frequently Asked Questions about cli-agent-ux-review

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I evaluate my CLI tool for automated agent compatibility?▼

Assessing agent-friendliness involves reviewing a CLI tool's --help output, default outputs, and error codes. An AX review highlights how these elements affect automated agents and offers concrete improvements for structured outputs and non-interactive flows, ensuring optimal agent experience during automation.

What makes a command line interface friendly to coding agents?▼

A CLI friendly to coding agents provides parseable stdout, structured outputs, and clear error codes. It avoids interactive prompts and ensures documentation and help content are designed for machine consumption, allowing autonomous agents to operate reliably without human intervention.

How do I assess CLI error handling for non-interactive automation?▼

Assessing CLI error handling for non-interactive automation involves checking if the tool returns appropriate error codes and parseable error messages on stdout. An AX review identifies whether these outputs support structured parsing, enabling agents to diagnose and recover from failures autonomously.

Does this AX review work with CLI tools built in any programming language?▼

Yes, this AX review is applicable to CLI tools across all languages and frameworks. It focuses on universal agent experience criteria like stdout parsing, structured output formats, and non-interactive flows, ensuring consistent evaluation regardless of the underlying implementation.

What are the limitations of automated agent experience reviews for CLI tools?▼

Automated AX reviews focus strictly on non-interactive flows, stdout parsing, and error codes. They do not evaluate human user experience, interactive TUIs, or subjective design aesthetics, meaning tools heavily reliant on interactive prompts may show limited agent-friendliness despite good human UX.