agent-native-reviewer

Assess codebases for agent-native parity across reviews, PRs, and architecture evaluations.

12|2|Updated Jan 27, 2026
One-click install
npx skills add https://github.com/jikig-ai/soleur --skill agent-native-reviewer-jikig-ai
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: agent-native-reviewer
Source: https://github.com/jikig-ai/soleur/tree/main/.openhands/skills/agent-native-reviewer
Command: npx skills add https://github.com/jikig-ai/soleur --skill agent-native-reviewer-jikig-ai

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Ensures that agents operate with the same capabilities, visibility, and workspace as humans during code reviews and architecture evaluations, preventing gaps between user actions and agent capabilities.

Core Features & Use Cases

  • Action Parity: Verify each user action has a corresponding agent tool.
  • Context Parity: Ensure agents see the same data and state as users.
  • Shared Workspace: Validate agents and users operate in a common data space.
  • Audit & Compliance: Produce a capability map and findings for PR reviews.
  • Use Case: Apply to codebase reviews, PR approvals, and architecture decisions to enforce policy and parity.

Quick Start

Review the current PR or codebase to generate an agent-native parity assessment and a structured findings report.

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 code reviews?

Agent-native parity ensures AI agents operate with the same capabilities, visibility, and shared workspace as human users during code reviews and architecture assessments.

How do I verify action parity and context parity for AI agents?

Verify action parity and context parity by assessing your codebase to ensure each user action has a corresponding agent tool and that agents see identical data and state as users.

Does this code review process enforce a shared workspace for agents and users?

Yes, the code review process validates shared workspace requirements by confirming that both agents and users operate within a common data space across the software project.

How do I generate a capability map for a PR analysis?

Generate a capability map for PR analysis by reviewing the current codebase to assess agent-native parity, producing structured findings that enforce policy and validate context alignment.

When do I need agent-native parity checks for architecture assessments?

You need agent-native parity checks during architecture assessments when evaluating whether agents maintain the same visibility, capabilities, and data access as human users across software projects.