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discover-analytics-patterns

Skill

Discovers how analytics tracking calls are actually written in this codebase — the concrete SDK calls, function signatures, and import patterns used to send events. Use this skill whenever you need to understand the existing analytics instrumentation patterns before adding new tracking, when someone

30Writing

Install

git clone https://github.com/amplitude/mcp-marketplace.git ~/.claude/skills/discover-analytics-patterns

What is discover-analytics-patterns?

Discovers how analytics tracking calls are actually written in this codebase — the concrete SDK calls, function signatures, and import patterns used to send events. Use this skill whenever you need to understand the existing analytics instrumentation patterns before adding new tracking, when someone asks "how do we track events here?", "show me the analytics setup", "what's the analytics pattern in this codebase?", or any time the instrument-events or discover-event-surfaces skills are about to run and you need to know the correct coding style to follow. Outputs a deduplicated list of patterns with generalized examples and the file paths where each pattern appears, plus the dominant event and property naming conventions inferred from those call sites. Always use this skill before writing any analytics instrumentation code.

What this can do

Capabilities declared in this component's own frontmatter — not inferred.

Inherit all session tools

Declares no tool restrictions — inherits every session tool

~209 tokens of context used while enabled, before you invoke anything

Trust

83/100 · Excellent

2 factors scored below maximum

Documentation

README · ~5 min read

discover-analytics-patterns

Your goal is to find out how this codebase sends analytics events — not which events exist, but the specific code patterns engineers use to fire a tracking call. This output helps engineers add new events that look consistent with the rest of the codebase. It should also tell downstream skills how event names and property names are typically written in code here.

When determining naming conventions in this skill, use the following sources in strict order of preference:

  1. Customer directives in .amplitude/instrumentation-agent-context.md (and any files it references), if present — explicit conventions the customer wants followed, so they override everything below.
  2. Events and properties observed from the Amplitude MCP server
  3. Real tracking call sites in the codebase

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