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-10/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 deriving insights from user behavior data. Traditional analytics tools require manual dashboard configuration, SQL writing, or complex API usage, while AI agents lack the ability to directly operate these tools. Agent Analytics enables AI agents to directly invoke product analytics functions through natural language instructions, without leaving the coding environment.
Usage is straightforward: first, install the CLI via the npx command and complete browser login authorization. After that, you can simply tell the AI agent in natural language, "Analyze the signup funnel for the last 7 days" or "View the user retention curve." The AI will automatically execute the corresponding CLI commands (e.g., funnel, retention, stats) and output a summarized, structured report. All operations are based on a fixed command set to prevent API misuse.
It is ideal for product managers, data analysts, and full-stack developers who frequently need to perform product data analysis. It is especially suitable for teams already using AI coding assistants like Claude Code or Cursor, as it seamlessly embeds product analytics into the development workflow, closing the loop from data to decision.
We recommend integrating this tool early in a project to track key events and conversion funnels. Note that it primarily relies on the npx runtime environment and requires browser login for authorization. The free tier has a daily limit on event reads, and some advanced features (like experiment analysis) require a Pro subscription. Always prioritize using the fixed CLI commands and avoid directly calling the raw API.
Key Features
Unlike Amplitude or Mixpanel, which require manual dashboard configuration, Agent Analytics is entirely CLI-driven by AI agents, supporting natural language queries and automatically recommending growth actions. Compared to PostHog, it is more lightweight, specifically designed for AI agent workflows, and does not require deploying a self-hosted service.
Limitations
Requires a Node.js environment and npx support. The free tier has a daily limit on event reads, and some advanced features (like experiment analysis) require a Pro subscription.
FAQ
How do I log in to Agent Analytics?
Run `npx --yes @agent-analytics/cli@0.5.34 login` to open a browser for authorization; no need to manually enter an API key.
Does it support custom event tracking?
Yes. Use the `events` command to view all defined events. The `create` command can be used to create new events and set tracking rules.
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-10/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-10/raw/index.md