skills.rest
praburajasekaran
praburajasekaranCOMMUNITY
Explore all skills by this author →
GitHub

agent-native-reviewer

Review application architecture for agent-native action and context parity.

Updated Feb 16, 2026
Search Tags:#code review#system prompt#application architecture#agent-native#parity check
One-click install
npx skills add https://github.com/praburajasekaran/ruthva-clinic-os --skill agent-native-reviewer-praburajasekaran
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: agent-native-reviewer
Source: https://github.com/praburajasekaran/ruthva-clinic-os/tree/main/.gemini/skills/agent-native-reviewer
Command: npx skills add https://github.com/praburajasekaran/ruthva-clinic-os --skill agent-native-reviewer-praburajasekaran

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill ensures that every user action has an equivalent agent tool, maintaining parity between the user interface and agent capabilities.

Core Features & Use Cases

  • Action Parity: Verify that every UI action has a corresponding agent tool.
  • Context Parity: Ensure agents have access to the same data and context as users.
  • Shared Workspace: Confirm that agents and users operate within the same data space.
  • Primitives over Workflows: Use tools as primitives rather than complex workflows.
  • Dynamic Context Injection: Implement system prompts that include runtime app state.
  • Use Case: After adding a new UI feature, use this Skill to review and ensure that the agent can perform the equivalent action.

Quick Start

Run the agent-native-reviewer to check the parity of the new UI feature 'email filtering'.

Frequently Asked Questions about agent-native-reviewer

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

FAQPage Schema
What is agent-native parity in application architecture?▼

Agent-native parity ensures every user interface action has an equivalent agent tool, maintaining equal capabilities between the UI and automated agents during architecture reviews.

How do I verify context parity for an AI agent after adding a new UI feature?▼

Verify context parity by reviewing system prompts and runtime application state to ensure agents have access to the same dynamic data and workspace context as users.

How do I check if every UI action has a corresponding agent tool?▼

Perform an action parity check by analyzing application code and system prompts to confirm that each user interface action maps to an equivalent agent tool primitive.

When do I need to review my system prompt for dynamic context injection?▼

Review system prompts for dynamic context injection whenever you add UI features, ensuring runtime application state is included so agents operate within the shared workspace.

Should I build complex workflows or use tool primitives for agent architecture?▼

Use tool primitives over complex workflows to ensure agent-native parity, providing agents with foundational actions that mirror user capabilities without rigid workflow constraints.

Does the agent-native-reviewer require code analysis to check application architecture?▼

Yes, agent-native parity checks require code analysis and system prompt review to validate action parity, context parity, and shared workspace implementation across the architecture.

Related Skills

Explore More Software Engineering Skills→
DojoGenesisDojoGenesis
2

system-prompt-archaeology

Analyze system prompts to extract behavioral patterns and generate ADA YAML presets.

Community
Advanced
pcasarettopcasaretto

agent-native-reviewer

Reviews UI actions and agent tools for parity and accessibility.

Community
Advanced
marchattonmarchatton
5

agent-native-audit

Audit codebases for adherence to eight agent-native architecture principles.

Community
Advanced
ybbms777ybbms777
1

agent-native-reviewer

Audit application codebases for gaps between user-accessible features and agent-capable actions.

Community
Intermediate