# Panel Review

> Panel Review — ai-truverif-panel-review. Use this tool when you need to ensure the quality and reliability of AI coding by reviewing risky diffs and commits. Panel Review provides a guardian agent that leverages four frontier models to scrutinize code changes before they are shipped, solving problems related to code errors and security vulnerabilities. It takes in code commits and diffs as input and outputs a review of potential risks, making it ideal for use in pre-deployment testing and validation contexts.

Canonical page: https://skillsregistry.net/skills/ai-truverif-panel-review  
JSON: https://api.skillsregistry.net/v1/skills/ai-truverif-panel-review

## Description

Guardian agent for AI coding: four frontier models review risky diffs and commits before they ship.

## Trust

- **Trust score (0–1):** 0.00
- **Verification tier:** scanned
- **Last scanned:** 2026-09-19

## Facts

- **Version:** 0.19.45
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Updated:** 2026-09-28

## Source

- **Source listing:** [MCP Registry](https://registry.modelcontextprotocol.io/v0/servers/ai.truverif%2Fpanel-review)
- **Repository:** <https://github.com/TruVerifAI/init>

## Use it

MCP endpoint published by the skill: `https://mcp.truverif.ai/mcp`

Resolve this record through the SkillsRegistry MCP server (no auth, read-only):

```
claude mcp add --transport http --scope user skillsregistry https://api.skillsregistry.net/mcp
```

```json
{
  "jsonrpc": "2.0",
  "id": 1,
  "method": "tools/call",
  "params": {
    "name": "get_skill",
    "arguments": {
      "slug": "ai-truverif-panel-review"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/ai-truverif-panel-review` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/ai-truverif-panel-review/pull`

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SkillsRegistry indexes agent skills from public registries and GitHub. Skills we have analysed are scanned with Circle-IR and scored on six dimensions; each listing states its scan coverage. More: https://skillsregistry.net/llms.txt