# Redline

> Use this tool when you need to validate the consistency of AI outputs after model updates or prompt changes. Redline enables local prompt regression checks against stored prompt-response logs, ensuring that AI responses remain accurate and reliable. It takes in prompt-response logs and model updates as inputs, and outputs validation results comparing actual responses to expected baseline responses.

Canonical page: https://skillsregistry.net/skills/gh-gowtham0992-redline  
JSON: https://api.skillsregistry.net/v1/skills/gh-gowtham0992-redline

## Description

Redline enables AI coding assistants to run local prompt regression checks against stored prompt-response logs. Validate that AI outputs remain consistent after model updates or prompt changes by comparing against a baseline of expected responses.

## Trust

- **Trust score (0–1):** 0.47
- **Verification tier:** scanned
- **Last scanned:** 2026-09-01

## Facts

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

## Source

- **Source listing:** [PulseMCP](https://www.pulsemcp.com/servers/gh-gowtham0992-redline)
- **Repository:** <https://github.com/gowtham0992/redline>

## 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": "gh-gowtham0992-redline"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/gh-gowtham0992-redline` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/gh-gowtham0992-redline/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