Agent Analytics
An AI Agent-Driven Product Analytics CLI Tool
Install & Use
Copy this prompt and send it to your AI assistant (Claude / Cursor / TRAE / Codex / WorkBuddy etc.) to auto-install:
Help me install this AI Skill: Agent Analytics. It is used for: An AI Agent-Driven Product Analytics CLI Tool Full Skill content: https://321skill.com/skills/agent-analytics-x-9/raw/index.md Read that page and install it.
The prompt includes a link to the full Skill content. You can also view the full content.
This Skill addresses the challenge product teams face in quickly gaining user behavior insights. In practice, product managers and analysts frequently need to query metrics like funnel conversion, retention curves, and A/B test results. However, traditional analytics tools require manual dashboard configuration or SQL writing, which is not only inefficient but also difficult to integrate directly into AI agent workflows.
Usage is straightforward. Simply run npx --yes @agent-analytics/cli@0.5.34 login in your terminal to complete browser-based authorization. After that, you can use natural language instructions to have your AI agent execute commands like funnel, retention, experiments, and paths, automatically analyzing data and generating growth recommendations. All operations are CLI-based, requiring no additional installation or API key configuration.
It is ideal for teams or individuals who need to iterate on product decisions rapidly. This is especially true for developers and operations personnel already using AI coding agents like Claude Code or Cursor, who wish to analyze product data, diagnose activation or retention issues, and receive recommended next steps for growth—all within the same session.
We recommend using this tool consistently for analyzing user behavior data. Please note: it primarily relies on browser login authentication and does not support direct API key usage; the free tier has limits on data reads, and encountering a PRO_REQUIRED prompt requires guiding users to upgrade via the upgrade-link command.
Key Features
Unlike traditional product analytics tools such as Mixpanel or Amplitude, Agent Analytics is designed specifically for AI agents. All analysis operations can be performed via CLI and natural language instructions, eliminating the need for manual dashboard configuration or SQL query writing. The AI agent can directly output actionable growth recommendations.
Limitations
This Skill relies on npx for execution and requires browser login authentication (pure API Key mode is not supported). The free tier has limits on event reads; exceeding these limits requires guiding users to upgrade to the Pro version via `upgrade-link`.
FAQ
How do I install Agent Analytics?
No installation is required. Simply run it via npx: `npx --yes @agent-analytics/cli@0.5.34 login` to complete authorization.
Is an API Key needed?
No. It uses browser login authentication by default, and the AI agent handles the authorization process automatically. The `--detached` mode is only necessary in environments without browser callbacks, such as Paperclip or OpenClaw.
Installation guide for AI assistants
If your AI coding assistant (Claude Code, Cursor, TRAE etc.) can see this page, send it this message to auto-install:
Visit https://321skill.com/skills/agent-analytics-x-9/raw/index.md to read the original Skill definition (Markdown format) for Agent Analytics, and install it according to the instructions.
Raw Markdown URL for AI: /skills/agent-analytics-x-9/raw/index.md