Amplitude

调用 Amplitude API 的事件追踪与产品分析技能：可上报事件与用户属性、查询活跃用户、事件分段、漏斗转化、留存、收入及分群数据。脚本为纯 Python 标准库 CLI，默认输出 JSON，加 --human 输出可读文本，需 Amplitude API Key 与 Secret Key。

aiwithabidi

热度 77.87

最近更新 2026-05-10 17:38:32

分类：数据依赖：代码执行 / 第三方 API应用场景：报告撰写 / 数据处理 / 市场分析 / 工作流

安装技能

复制下面的话术发给你的 Agent，它会通过 secure-skills 检索并安装该技能。

执行命令安装此 skill： npx secure-skills-cli add amplitude

Metadata

name: amplitude
description: Amplitude product analytics — track events, analyze user behavior, run cohort analysis, manage user properties, and query funnel/retention data via the Amplitude API. Understand product usage, measure feature adoption, and analyze user journeys. Built for AI agents — Python stdlib only, zero dependencies. Use for product analytics, user behavior tracking, funnel analysis, retention analysis, and cohort segmentation.
homepage: https://www.agxntsix.ai
license: MIT
compatibility: Python 3.10+ (stdlib only — no dependencies)
metadata: {"openclaw":{"emoji":"📉","requires":{"env":["AMPLITUDE_API_KEY","AMPLITUDE_SECRET_KEY"]},"primaryEnv":"AMPLITUDE_API_KEY","homepage":"https://www.agxntsix.ai"}}

📉 Amplitude

Amplitude product analytics — track events, analyze user behavior, run cohort analysis, manage user properties, and query funnel/retention data via the Amplitude API.

Features

Event tracking — log user events with properties
User analytics — active users, sessions, engagement
Funnel analysis — conversion through event sequences
Retention analysis — user return rates over time
Cohort management — create and manage user cohorts
User properties — set and query user attributes
Revenue analytics — LTV, ARPU, revenue tracking
Segmentation — query by properties and events
Event segmentation — event counts and breakdowns
Dashboard export — export chart data

Requirements

Variable	Required	Description
`AMPLITUDE_API_KEY`	✅	API key/token for Amplitude
`AMPLITUDE_SECRET_KEY`	✅	Amplitude secret key for Export/Dashboard APIs

Quick Start

# Track an event
python3 {baseDir}/scripts/amplitude.py track '{"user_id":"user123","event_type":"purchase","event_properties":{"amount":29.99}}'

# Track batch events
python3 {baseDir}/scripts/amplitude.py track-batch events.json

# Set user properties
python3 {baseDir}/scripts/amplitude.py identify '{"user_id":"user123","user_properties":{"plan":"pro","company":"Acme"}}'

# Get active user counts
python3 {baseDir}/scripts/amplitude.py active-users --start 2026-01-01 --end 2026-02-01

Commands

`track`

Track an event.

python3 {baseDir}/scripts/amplitude.py track '{"user_id":"user123","event_type":"purchase","event_properties":{"amount":29.99}}'

`track-batch`

Track batch events.

python3 {baseDir}/scripts/amplitude.py track-batch events.json

`identify`

Set user properties.

python3 {baseDir}/scripts/amplitude.py identify '{"user_id":"user123","user_properties":{"plan":"pro","company":"Acme"}}'

`active-users`

Get active user counts.

python3 {baseDir}/scripts/amplitude.py active-users --start 2026-01-01 --end 2026-02-01

`events`

Get event data.

python3 {baseDir}/scripts/amplitude.py events --start 2026-01-01 --end 2026-02-01 --event purchase

`funnel`

Run funnel analysis.

python3 {baseDir}/scripts/amplitude.py funnel '{"events":[{"event_type":"page_view"},{"event_type":"signup"},{"event_type":"purchase"}]}' --start 2026-01-01 --end 2026-02-01

`retention`

Retention analysis.

python3 {baseDir}/scripts/amplitude.py retention --start 2026-01-01 --end 2026-02-01

`cohorts`

List cohorts.

python3 {baseDir}/scripts/amplitude.py cohorts

`cohort-get`

Get cohort details.

python3 {baseDir}/scripts/amplitude.py cohort-get abc123

`revenue`

Revenue analysis.

python3 {baseDir}/scripts/amplitude.py revenue --start 2026-01-01 --end 2026-02-01

`user-search`

Search for a user.

python3 {baseDir}/scripts/amplitude.py user-search "user@example.com"

`user-activity`

Get user activity.

python3 {baseDir}/scripts/amplitude.py user-activity user123

`segments`

Event segmentation query.

python3 {baseDir}/scripts/amplitude.py segments --event purchase --group-by platform --start 2026-01-01 --end 2026-02-01

Output Format

All commands output JSON by default. Add --human for readable formatted output.

# JSON (default, for programmatic use)
python3 {baseDir}/scripts/amplitude.py track --limit 5

# Human-readable
python3 {baseDir}/scripts/amplitude.py track --limit 5 --human

Script Reference

Script	Description
`{baseDir}/scripts/amplitude.py`	Main CLI — all Amplitude operations

Data Policy

This skill never stores data locally. All requests go directly to the Amplitude API and results are returned to stdout. Your data stays on Amplitude servers.

Credits

Built by M. Abidi | agxntsix.ai YouTube | GitHub Part of the AgxntSix Skill Suite for OpenClaw agents.

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