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agent-native-reviewer

Community

Ensure agents have equal capabilities.

Software Engineering#developer tools#code review#system design#parity#agent-native#agent accessibility
Authorgvkhosla
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This Skill ensures that any action a user can perform through the UI can also be performed by an AI agent, preventing features from being inaccessible to automated workflows.

Core Features & Use Cases

  • Action Parity Verification: Checks if UI actions have corresponding agent tools.
  • Context Parity Analysis: Ensures agents have access to the same data as users.
  • Tool Design Review: Validates that agent tools are primitives, not complex workflows.
  • Use Case: After adding a new "publish to feed" button in the UI, this Skill verifies that an agent can also trigger the "publish to feed" action using a dedicated tool.

Quick Start

Run the agent-native-reviewer to check the parity of the new user profile editing feature.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: agent-native-reviewer
Download link: https://github.com/gvkhosla/compound-engineering-pi/archive/main.zip#agent-native-reviewer

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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