# Carrot AI PM

> Use this tool when you need to streamline AI model development by generating specifications, validating code compliance, and receiving actionable feedback. It solves problems of inconsistent coding practices, reduces development time, and improves overall model quality. The Carrot AI PM tool takes in development specs and code as input, and outputs validated code and feedback for refinement.

Canonical page: https://skillsregistry.net/skills/talvinder-carrot-ai-pm  
JSON: https://api.skillsregistry.net/v1/skills/talvinder-carrot-ai-pm

## Description

Spec-driven development tool for AI coding assistants that generates specs, validates code compliance, and provides actionable feedback.

## Trust

- **Trust score (0–1):** 0.48
- **Verification tier:** scanned
- **Last scanned:** 2026-09-03

## Facts

- **Version:** 1.0.0
- **Skill type:** atomic
- **Execution layer:** mcp-remote
- **Runtime environment:** api
- **Category:** other
- **Updated:** 2026-09-03

## Source

- **Source listing:** [Glama](https://glama.ai/mcp/servers/z6a57zf09t)
- **Repository:** <https://github.com/talvinder/carrot-ai-pm>

## 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": "talvinder-carrot-ai-pm"
    }
  }
}
```

REST: `GET https://api.skillsregistry.net/v1/skills/talvinder-carrot-ai-pm` · pull for local use: `GET https://api.skillsregistry.net/v1/skills/talvinder-carrot-ai-pm/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