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cli-agent-readiness-reviewer

Review CLI source code against seven agent-readiness principles.

Updated Aug 23, 2026
Search Tags:#automation#cli#code-review#structured-output#non-interactive#agent-readiness
One-click install
npx skills add https://github.com/xbpk3t/ce-codex --skill cli-agent-readiness-reviewer
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: cli-agent-readiness-reviewer
Source: https://github.com/xbpk3t/ce-codex/tree/main/skills/cli-agent-readiness-reviewer
Command: npx skills add https://github.com/xbpk3t/ce-codex --skill cli-agent-readiness-reviewer

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill identifies where command-line interfaces will fail, waste tokens, or require human intervention when driven by autonomous agents rather than interactive humans, turning vague compatibility into actionable engineering work.

Core Features & Use Cases

  • Severity-based findings: Classifies issues as Blocker, Friction, or Optimization to prioritize fixes that enable reliable automation.
  • Framework-aware recommendations: Detects common idioms and provides idiomatic fixes for Click, Cobra, clap, Commander, and similar frameworks.
  • Actionable reports: Produces file- and line-cited evidence, practical tests, and prioritized improvements for CI, maintainers, or integration into agent toolchains.

Quick Start

Ask the skill to review a CLI codebase or spec and produce the CLI Agent-Readiness Review scorecard with detailed findings and prioritized fixes.

Frequently Asked Questions about cli-agent-readiness-reviewer

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

FAQPage Schema
How do I audit my CLI for autonomous agent readiness?▼

To audit CLI agent readiness, review source code or specs against seven agent-readiness principles to surface blocker, friction, and optimization issues. This produces a framework-aware report with cited files, severity-classified findings, and practical test assertions.

What makes a command-line interface fail when driven by autonomous agents?▼

A CLI fails autonomous agents when it requires human intervention, wastes tokens, or uses interactive prompts. Issues are classified as Blocker, Friction, or Optimization to prioritize fixes that enable reliable non-interactive automation.

Does the agent-readiness review provide framework-specific fixes for Click and Cobra?▼

Yes, the agent-readiness review detects common CLI idioms and provides framework-aware fixes for Click, Cobra, clap, Commander, and similar frameworks. Recommendations are idiomatic to the detected framework.

How do I review CLI specs for mutating and streaming workflows?▼

Review CLI specs by applying the seven agent-readiness principles across command types including read/query, mutating, streaming, interactive, and bulk workflows. The output is a scorecard with prioritized improvements and practical tests.

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