ga4

ga4 is a skill for Claude Code from HybridAIOne/hybridclaw. It costs 41 tokens per session (1,738 once invoked), scanned A, original, MIT.

A reporting tool for Google Analytics 4, Google's current website and app measurement service, using its Data API.

In plain words
What is it for?
It helps report sessions, users, revenue, key events, traffic sources, landing pages, channels, and daily trends for a configured Analytics property.
Why use it?
It turns common reporting questions into reviewable requests and helps retrieve data without manually building every API call.

Skill for Claude Code

Written for Claude Code: user-invocable in frontmatter.

Good fit It helps report sessions, users, revenue, key events, traffic sources, landing pages, channels, and daily trends for a configured Analytics property.

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Install with agentmods
npx agentmods add skills/hybridaione/hybridclaw/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 HybridAIOne/hybridclaw --skill ga4
Clone the repo
git clone --depth 1 https://github.com/HybridAIOne/hybridclaw

Made for: Claude Code.

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 ga4

README.md
[![agentmods](https://agentmods.dev/badge/skills/hybridaione/hybridclaw/ga4/github.svg)](https://agentmods.dev/skills/hybridaione/hybridclaw/ga4)
Your own site
<a href="https://agentmods.dev/skills/hybridaione/hybridclaw/ga4"><img src="https://agentmods.dev/badge/skills/hybridaione/hybridclaw/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 ga4

Your own site · 80×15
<a href="https://agentmods.dev/skills/hybridaione/hybridclaw/ga4"><img src="https://agentmods.dev/badge/skills/hybridaione/hybridclaw/ga4.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 41 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,738 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: 2 findings, 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 Privilege Escalation · line 103
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
  • high Privilege Escalation · line 118
    Code accesses credential files (SSH keys, AWS credentials, etc.). This could indicate credential theft attempts.
    Fix: Remove references to credential paths. Use environment variables or secrets managers. For docs, use placeholder paths (e.g., /path/to/config). Never load .env or token files in production code paths.
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 $0.00041 $0.01738
Opus 5 $0.00020 $0.00869
Sonnet 5 $0.00008 $0.00348
Haiku 4.5 $0.00004 $0.00174

Measured 11d ago against content hash f3d5932958a1, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-11, from the pricing page.

Security

Grade A, and why

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 11d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/ga4.py), listed below but not scanned — reading those needs a real analyzer, not pattern matching.

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/ga4/SKILL.md · 211 lines

How it starts

The opening of the file, as written. The whole thing — 211 lines — stays where its author put it; the contents beside it link to each section on GitHub.

GA4

Use this skill for Google Analytics 4 reporting through the Google Analytics Data API: sessions, key events, revenue, traffic-source breakdowns, landing-page breakdowns, time-series queries, ad-hoc analyst reads, dashboards, scheduled reporting, ETL, and monitoring.

Scope

  • run GA4 runReport requests for a configured property
  • translate common English analyst requests into reviewable Data API payloads
  • review GA4 request JSON before execution
  • build traffic-source, channel-group, landing-page, daily trend, revenue, session, user, and key-event reports
  • support delegated-user OAuth and service-account auth through the same gateway bearer handle contract
  • keep auth-mode selection in tenant/runtime config, not in prompt logic
  • measure skill run cost through normal HybridClaw UsageTotals

Default Workflow

  1. Start with report-plan for natural-language requests unless the user already supplied a GA4 Data API request JSON.
  2. Review generated or user-supplied request JSON with review-request before a live call.
  3. For live GA4 API calls inside HybridClaw, use http_request directly when available. Pass the emitted httpRequest object from the helper to the tool.
  4. Use the helper for offline planning/review and for gateway-proxied execution when http_request is unavailable:
    python3 skills/ga4/scripts/ga4.py ...
    
  5. Treat all GA4 operations in this skill as read-only. Do not attempt Admin API mutations, property access changes, key-event changes, or tag changes.

Auth Contract

The skill supports two auth modes without exposing tokens or private keys to the model:

  • delegated-user OAuth through a bearer secret handle
  • Google service-account JWT bearer exchange through the gateway

Tenant config decides which mode to use.

Default delegated-user OAuth handle:

hybridclaw auth login google \
  --client-id "<google-oauth-client-id>" \
  --client-secret "<google-oauth-client-secret>" \
  --account [email protected] \
  --scopes "https://www.googleapis.com/auth/analytics.readonly"

hybridclaw auth status google

Read the full file on GitHub · 211 lines

Files

What ships with it

2 files beside SKILL.md in the same directory: the scripts, references and assets a skill reads on demand. Not counted in the per-session cost; read them before you install if any of them is executable.

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. 11d ago First seen · 211 lines · 41 tokens per session scan A f3d5932958a1

Subscribe to this mod's changes

ga4 is a skill published in the GitHub repository HybridAIOne/hybridclaw (132 stars, last pushed today), licensed MIT. It adds 41 tokens to every session and 1,738 once invoked, about $0.0002 per session on Opus 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.

Related

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