# vibecheck

> Use this tool when you need to ensure the security of AI-generated code, as it analyzes and flags potential vulnerabilities such as secrets, SQL injection, and command injection, providing a ranked list of findings by confidence. It accepts AI-generated code in JS/TS, Python, and Go as input and outputs a security report over the MCP interface. Ideal for use cases where AI-coded applications require a "safe to ship" security gate to prevent common web vulnerabilities.

Canonical page: https://skillsregistry.net/skills/arisrhiannon-vibecheck  
JSON: https://api.skillsregistry.net/v1/skills/arisrhiannon-vibecheck

## Description

Agent-native "safe to ship?" security gate for AI-generated code. Uses real parsers and inter-rocedural taint analysis (JS/TS, Python, Go) to flag the classes AI coding agents get wrong — secrets, SQL injection, SS, SSRF, path traversal, command injection, weak JWT/CORS — and ranks findings by confidence. Exposes a scan tool over MCP.

## Trust

- **Trust score (0–1):** 0.68
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** database
- **Updated:** 2026-09-01

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/mdpy4q4pmm)
- **Repository:** <https://github.com/ArisRhiannon/vibecheck>

## Use it

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": "arisrhiannon-vibecheck"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/arisrhiannon-vibecheck` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/arisrhiannon-vibecheck/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