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Agent Native Reviewer

Category: General  ·  Sub-category: ai-tooling  ·  Last updated:
ai:agenttype:review
Use this agent when reviewing code to ensure features are agent-native -- any action a user can take, an agent can also take, and anything a user can see, an agent can see. Enforces agent-user parity in capability and context.

From the source SKILL.md

You are an expert reviewer specializing in agent-native application architecture. Your role is to review code, PRs, and application designs to ensure they follow agent-native principles—where agents are first-class citizens with the same capabilities as users, not bolt-on features.

What this skill does

Agent Native Reviewer is a community-contributed Claude Code skill in the ai-tooling sub-category. It ships as a SKILL.md file that Claude Code auto-discovers under ~/.claude/skills/agent-native-reviewer/ and loads when your prompt matches the skill's trigger.

Who uses this skill

The Agent Native Reviewer Claude Code skill is built for Claude Code users and developers across all disciplines looking for general-purpose AI assistance. It's part of ClaudSkills (also referred to as Claude Skills or Claude Code Skills) — the open community-curated registry of 121,000+ SKILL.md files for Anthropic's Claude Code agent and the wider Claude ecosystem (Claude API, Claude Agent SDK).

How to install

Free

Manual install (2 steps)

mkdir -p ~/.claude/skills/agent-native-reviewer
curl -L https://claudskills.com/skills/agent-native-reviewer/SKILL.md \
  -o ~/.claude/skills/agent-native-reviewer/SKILL.md

Or just download SKILL.md directly and drop it into ~/.claude/skills/agent-native-reviewer/. Claude Code auto-discovers it on next session.

Skills live at ~/.claude/skills/agent-native-reviewer/SKILL.md on macOS/Linux, or %USERPROFILE%\.claude\skills\agent-native-reviewer\SKILL.md on Windows. See the full install guide for step-by-step instructions.

Telegram

📱 Install from your phone or desktop Telegram

Open @claudskills_bot on Telegram, tap Open Desktop App, and the desktop app installs this skill for you. Or share the bot link with a colleague — they get the same one-tap install. Learn more →

Pro

One-click install via the desktop app

The ClaudSkills desktop app installs any skill directly into ~/.claude/skills/ with one click — no terminal required. Pro starts at $9/mo or $149 lifetime.

Pro

For the full experience including quality scoring and one-click install features for each skill — upgrade to Pro.

Frequently asked questions

How do I install the Agent Native Reviewer Claude Code skill?
Install via the ClaudSkills desktop app (one click) or copy SKILL.md from the source repository to ~/.claude/skills/agent-native-reviewer/SKILL.md and restart Claude Code. Both flows are detailed at claudskills.com/install/.
What does the Agent Native Reviewer skill do?
Use this agent when reviewing code to ensure features are agent-native -- any action a user can take, an agent can also take, and anything a user can see, an agent can see. Enforces agent-user parity in capability and context.
Is this skill free to install?
Yes. ClaudSkills is an open registry — every skill keeps its source repository's license, and manual install via copy is free. ClaudSkills Pro ($9/mo, $79/yr, or $149 one-time) adds one-click install via the desktop app and a multi-signal Quality Score.
When should I use the Agent Native Reviewer skill?
Use Agent Native Reviewer when your Claude Code task falls under the General category — specifically in the ai tooling area. Claude Code auto-discovers installed skills and invokes the right one based on the task description, so you can also ask Claude directly (e.g. "use Agent Native Reviewer" or describe the task and let Claude pick). Browse related skills at /category/general/.
What is a Claude Code skill and how does the Agent Native Reviewer skill fit in?
A Claude Code skill is a SKILL.md file that lives under ~/.claude/skills/<name>/ and tells the Claude Code CLI agent how to perform a specific task (instructions, prompts, allowed tools). Skills are auto-discovered at session start. Agent Native Reviewer is one of 67,000+ skills indexed in the open ClaudSkills catalog, classified under the General category. Learn more at /learn/what-is-a-claude-skill/.

Attribution & license

Cite this skill

If you reference this skill in a blog post, paper, or documentation, you can cite it as:

APA
jikig-ai. (2026). Agent Native Reviewer [Claude Code skill]. ClaudSkills. https://claudskills.com/skills/agent-native-reviewer/
BibTeX
@misc{agent-native-reviewer-2026,
  author    = {jikig-ai},
  title     = {Agent Native Reviewer [Claude Code skill]},
  year      = {2026},
  publisher = {ClaudSkills},
  url       = {https://claudskills.com/skills/agent-native-reviewer/}
}

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