agent-native-reviewer

Agent-user feature parity ensures AI agents can perform the same actions and access the same context as human users. This Skill audits codebases to identify gaps where UI features lack equivalent agent tools, preventing inconsistent application experiences.

To check your codebase for missing agent tools, use this Skill to validate action parity. It scans UI components like buttons and forms, then flags workflows lacking equivalent agent-accessible tools to ensure first-class AI citizen architecture.

Yes, this tool detects agent-native design anti-patterns including context starvation in system prompts, sandbox isolation of agent data, and workflow tools embedding business logic. It reviews your architecture to ensure agents receive adequate runtime data.

Yes, you can audit CLI tools for action parity. This Skill evaluates AI-integrated platforms and CLI tools to verify shared workspace structure, context parity, and primitive tool design, ensuring equivalent capabilities for both human users and agents.

Your AI agent may fail user workflows due to orphan features lacking equivalent agent tools. This Skill identifies action parity gaps where human-accessible UI navigation and forms have no corresponding primitive tool design for agents.

The best way to validate agent-native architecture design patterns is auditing action and context parity. This Skill reviews primitive tool design and shared workspace structures to ensure AI agents possess equivalent capabilities and domain vocabulary access.