# Optifeed Radar Agent Skill

Canonical HTML documentation: https://radar.optifeed.com/skills/

Verified package: `optifeed-radar@0.2.3`

The Optifeed Radar Agent Skill gives compatible AI coding agents a safe workflow for auditing AI readiness and measuring brand or explicitly supplied-product visibility. It can run Radar through the CLI without any MCP configuration and prefers Radar's structured MCP tools when they are available.

## Install

```bash
npx skills add optifeed/optifeed-radar --skill optifeed-radar -g
```

Start a new agent session. Invoke `$optifeed-radar` where supported, or ask the agent to use Optifeed Radar for an audit.

Skills.sh listing: https://skills.sh/optifeed/optifeed-radar/optifeed-radar

## What the workflow does

1. Starts with the free, zero-key readiness audit unless a paid run was explicitly requested.
2. Before provider calls, confirms the domain, engines, quick or full mode, named products, and maximum cost.
3. Uses the local CLI when MCP is unavailable and prefers Radar's five structured MCP tools when connected.
4. Reports questions, captured evidence, citations, measured costs, uncertainty, and limitations beneath aggregate scores.
5. Treats results as point-in-time estimates, not permanent AI rankings.

## Skill, MCP, and CLI

- **Agent Skill:** easiest guided setup for compatible coding agents. No MCP configuration required.
- **MCP:** five structured tools with typed inputs and progress reporting. Connect the local stdio server when you want agent-native tool calls.
- **CLI:** direct control for humans, scripts, and CI through `npx optifeed-radar`.

## Claude Code plugin

Claude Code users can install the Agent Skill and local MCP server together:

```text
/plugin marketplace add https://github.com/optifeed/optifeed-radar.git
/plugin install optifeed-radar@optifeed
```

Run `/reload-plugins` or start a new session, then invoke `/optifeed-radar:optifeed-radar` or describe the audit in plain language.

## Supported surfaces

The standalone skill is intended for local coding agents supported by the Skills CLI, including Codex, Claude Code, Cursor, and compatible agents. Installing the skill does not create a public ChatGPT web or mobile app. ChatGPT support requires a separately packaged and tested OpenAI plugin/MCP route.

Repository: https://github.com/optifeed/optifeed-radar