walkeros-using-transformer-ga4

walkeros-using-transformer-ga4 is a skill for Claude Code from elbwalker/walkerOS. It costs 72 tokens per session (3,965 once invoked), scanned A, original, MIT.

Instructions for connecting a walkerOS server flow to a decoder for Google Analytics 4 Measurement Protocol version 2 data. The decoder turns incoming analytics requests into walkerOS events.

In plain words
What is it for?
Use it to process GA4 server requests, override event mappings, drop unwanted events, add custom event keys, accept Ads or Display traffic IDs, and troubleshoot missing events.
Why use it?
It explains how to connect the decoder and adjust which analytics fields and events are accepted, changed, or discarded.

Skill for Claude Code

Written for Claude Code: shipped in a Claude Code plugin.

Part of the walkeros plugin — 24 skills, 2 MCP servers shipped together

Good fit Use it to process GA4 server requests, override event mappings, drop unwanted events, add custom event keys, accept Ads or Display traffic IDs, and troubleshoot missing events.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/elbwalker/walkeros/walkeros-using-transformer-ga4
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add elbwalker/walkerOS --skill walkeros-using-transformer-ga4
Clone the repo
git clone --depth 1 https://github.com/elbwalker/walkerOS

Made for: Claude Code.

Or install walkeros, the plugin that ships this one along with the rest of its 24 skills, 2 MCP servers.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for walkeros-using-transformer-ga4

README.md
[![agentmods](https://agentmods.dev/badge/skills/elbwalker/walkeros/walkeros-using-transformer-ga4/github.svg)](https://agentmods.dev/skills/elbwalker/walkeros/walkeros-using-transformer-ga4)
Your own site
<a href="https://agentmods.dev/skills/elbwalker/walkeros/walkeros-using-transformer-ga4"><img src="https://agentmods.dev/badge/skills/elbwalker/walkeros/walkeros-using-transformer-ga4/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for walkeros-using-transformer-ga4

Your own site · 80×15
<a href="https://agentmods.dev/skills/elbwalker/walkeros/walkeros-using-transformer-ga4"><img src="https://agentmods.dev/badge/skills/elbwalker/walkeros/walkeros-using-transformer-ga4.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 72 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 3,965 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe. Third-party audits
  • NVIDIA SkillSpector warn 7 Sept 2026
SkillSpector: 1 finding, up to high

These are SkillSpector’s own severities. On a checked sample its high-severity flags on skills were ~96% false positives — a documented command, a public API, a “never do X” rule — so we show them as a caution to read, not a verdict. Why →

  • high Memory Poisoning · line 250
    Skill manipulates agent memory, state, or stored context. Memory corruption can alter personality, override safety rules, or cause unpredictable behavior.
    Fix: Protect agent memory and state from modification by untrusted content. Use read-only memory for critical instructions and validate all state changes.
How audits are shown
Origin original No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00072 $0.03965
Opus 5.5 $0.00029 $0.01586
Sonnet 5.5 $0.00014 $0.00793
Haiku 4.5 $0.00007 $0.00396

Measured today against content hash 37506f666cb4, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

walkeros-using-transformer-ga4 scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured today.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Nothing flagged

None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.

skills/walkeros-using-transformer-ga4/SKILL.md · 394 lines

How it starts

The opening of the file, as written. The whole thing — 394 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Using @walkeros/transformer-ga4

Overview

@walkeros/transformer-ga4 decodes Google Analytics 4 Measurement Protocol v2 hits (/g/collect, /mp/collect) into walkerOS events. It sits in a server source's before chain, reads the raw HTTP request via ctx.ingest, and returns one walkerOS event per GA4 event in the hit (one hit can carry many events).

Boundaries: server-side decoding in front of a server source, GA4 v2 only, G- tids only by default. Per-field patching via extend/remove is supported.

When to use this skill

  • You are wiring transformer-ga4 into a server flow for the first time
  • You want to override one of the 33 default GA4 mappings
  • You need to drop a GA4 event (auto-fired noise like user_engagement)
  • You want to add a custom event key for a gtag('event', '<name>', ...) call
  • You need to widen tidPattern to accept Ads (AW-) or DC (DC-) traffic
  • Events are not arriving and you suspect the decoder is silently dropping them

Quickstart wiring

Pick the source by runtime before copying the example below. gtag.js can send several events in one POST body (one per line, as text/plain), so the source must keep a non-JSON body as ingest.body. These server sources do:

  • @walkeros/server-source-express (shown below), the source runneros and the walkeros/flow image serve. A text/plain body that is valid JSON is parsed; any other text/plain body reaches the decoder as the raw string.

  • @walkeros/server-source-fetch: a (Request) => Response handler with no port, for a runtime that calls it (Cloudflare Workers, Deno, Bun, Node.js 18+ with a fetch adapter), e.g. with collector from startFlow:

    import { Source } from '@walkeros/core';
    import type { SourceFetch } from '@walkeros/server-source-fetch';
    
    export default {
      fetch: Source.getSource<SourceFetch.Types>(collector, 'http').push,
    };
    

    runneros and the walkeros/flow image cannot serve it (they only mount a source's Node httpHandler).

Read the full file on GitHub · 394 lines

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. today Changed 37506f666cb4
  2. 13d ago Changed · +10 lines 0ae8a2b78d60
  3. 15d ago Changed · +1 lines bd67899974d5
  4. 28d ago Changed · +24 lines 5adf84175298
  5. 29d ago Changed · +71 lines 6674f683b267
  6. 1mo ago First seen · 288 lines · 72 tokens per session scan A 7e55b731b7dc

Subscribe to this mod's changes

walkeros-using-transformer-ga4 is a skill published in the GitHub repository elbwalker/walkerOS (347 stars, last pushed today), licensed MIT. It adds 72 tokens to every session and 3,965 once invoked, about $0.0003 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-08-30.

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