A guide for managing Google Ads accounts through reports, campaign planning, and approved account changes. Google Ads is Google's platform for creating and measuring paid advertising campaigns.

Use it to run GAQL reports, inspect accounts and recommendations, plan campaign structures, review ad copy, and execute approved advertising changes.

It separates account inspection and planning from changes that affect campaigns, budgets, bids, ads, audiences, and conversions, helping keep consequential updates reviewable.

google-ads — Skill for Claude Code by HybridAIOne

Install

Getting it into your agent

It runs from inside its repository, so the clone comes first — what it calls does not travel with the file alone.

Clone the repo

git clone --depth 1 https://github.com/HybridAIOne/hybridclaw

agentmods

npx agentmods add skills/hybridaione/hybridclaw/google-ads

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.

README.md

[![agentmods](https://agentmods.dev/badge/skills/hybridaione/hybridclaw/google-ads/github.svg)](https://agentmods.dev/skills/hybridaione/hybridclaw/google-ads)

Your own site

<a href="https://agentmods.dev/skills/hybridaione/hybridclaw/google-ads"><img src="https://agentmods.dev/badge/skills/hybridaione/hybridclaw/google-ads/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.

Your own site · 80×15

<a href="https://agentmods.dev/skills/hybridaione/hybridclaw/google-ads"><img src="https://agentmods.dev/badge/skills/hybridaione/hybridclaw/google-ads.svg" alt="Reviewed on agentmods" width="80" height="20"></a>

Per session 29 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.

When invoked 3,879 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 100
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.
medium Excessive Agency · line 125
Skill enables autonomous high-impact decisions without human-in-the-loop verification. Critical operations (destructive commands, financial transactions, data deletion) should require explicit user confirmation.

Fix: Add human-in-the-loop confirmation for destructive, irreversible, or high-impact operations. Never auto-execute commands that modify files, send data, or alter system state.

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.

Model	Per session	Once invoked
Fable 5.1	$0.00029	$0.03879
Opus 5	$0.00015	$0.01939
Sonnet 5	$0.00006	$0.00776
Haiku 4.5	$0.00003	$0.00388

Measured 12d ago against content hash dded274102f5, method: parsed. Prices are Anthropic first-party input rates as of 2026-09-12, from the pricing page.

Security

Grade A, and why

google-ads 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 12d ago.

The scan reads SKILL.md. This mod also ships 1 executable file (scripts/google_ads.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/google-ads/SKILL.md · 410 lines

How it starts

The opening of the file, as written. The whole thing — 410 lines — stays where its author put it; the contents beside it link to each section on GitHub.

Google Ads

Use this skill for Google Ads API work: GAQL reports, account and campaign inspection, campaign/ad group/ad/keyword planning, recommendation review, and carefully gated account mutations.

Scope

list accessible customers and MCC children
run GAQL reporting queries through the official Google Ads REST API
translate common English and German reporting requests into reviewable GAQL
reuse the R21.6 NL-to-SQL review prompt payload shape for GAQL model review
plan campaign, ad group, keyword, budget, bid strategy, recommendation, and audience operations with an explicit stakes tier
execute approved campaign create/status/rename/remove/bid-strategy changes
execute approved daily and lifetime budget updates
execute approved ad group, keyword, and ad lifecycle changes
execute approved Customer Match, remarketing, lookalike, and in-market/user interest audience operations
execute approved conversion action create/status/attribution changes
apply or dismiss approved Google Ads recommendations
enforce brand-voice review before any ad-copy field is submitted
refuse budget, campaign-state, bid strategy, ad-copy submission, conversion-action edit, and customer-match upload actions unless the user has already provided an explicit operator grant for that exact action
measure skill run cost through normal HybridClaw UsageTotals

Default Workflow

Start with reads. For reporting, draft or generate GAQL, review it, then run it only if the query is scoped enough for the request.
For live read-only Google Ads API calls, use http_request directly. Do not run the helper through bash for account listing, GAQL execution, or other read-only REST calls when http_request is available.
Use the bundled helper only for offline planning/review utilities and guarded mutation commands:
```
python3 skills/google-ads/scripts/google_ads.py ...
```
Use plan before every write-like request. The plan output carries stakesTier, requiresEscalation, requiredGrant, and brandVoiceGateRequired fields.
Do not execute amber or red operations from the plan unless the user has granted the exact requiredGrant in the same turn or through an approved F14 escalation.
Run /brand-voice before submitting any generated headline, description, sitelink, callout, or other ad-copy asset. If brand voice is not configured, keep the copy as a draft and ask for approval before submission.
Use http_request for direct query execution and the helper report-plan when the user asks in natural language and a GAQL query must be generated.

Read the full file on GitHub · 410 lines

Files

What ships with it

3 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.

12d ago First seen · 410 lines · 29 tokens per session scan A dded274102f5

Subscribe to this mod's changes

google-ads is a skill published in the GitHub repository HybridAIOne/hybridclaw (132 stars, last pushed yesterday), licensed MIT. It adds 29 tokens to every session and 3,879 once invoked, about $0.0001 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.

Backend and APIs Marketing and SEO Planning RAG and vectors ai enterprise-ai gdpr local-llm proactive-agent

ai-sdk

Answer questions about the AI SDK and help build AI-powered features. Use when developers: (1) Ask about AI SDK functions like generateText, streamText, ToolLoopAgent, embed, or tools, (2) Want to build AI agents, chatbots, RAG systems, or text generation features, (3) Have questions about AI providers (OpenAI…

rahulcvwebsitehosting/wayfinder · 155 tokens

scope-creep-detector

Analyzes git diffs against a stated intent to detect scope creep, unrelated files, broad pull requests, changes that grew beyond a fix, dependency additions, public API renames, config or CI edits, oversized hunks, and formatting-only files. Use when the user asks whether a change grew beyond the fix, a PR is too…

Shubhamsaboo/awesome-llm-apps · 98 tokens

status

Show whether Mem0 memory is working in this repository, covering configuration, capture state, pending flushes, and whether the Mem0 API key is valid. Use when the user asks whether memory is on, why a memory is missing, or anything looks broken.

mem0ai/mem0 · 54 tokens

mem0-test-integration

Verify a Mem0 integration produced by /mem0-integrate. Runs in the same workspace on the same branch (loose coupling) — installs dependencies, runs the repo's native test suite, then exercises a real end-to-end smoke flow against the user's API key. Produces a scorecard. TRIGGER when: user has just run /mem0-integrate…

mem0ai/mem0 · 207 tokens

mem0-oss-to-platform

Plan and then execute a migration of a project from the mem0 open-source / self-hosted SDK (the local Memory class) to the mem0 Platform / hosted / managed SDK (the MemoryClient class). Use this whenever a developer wants to move, switch, or migrate their mem0 usage off OSS/self-hosted to the hosted API — e.g.…

mem0ai/mem0 · 273 tokens

azure-search-documents-dotnet

Azure AI Search SDK for .NET (Azure.Search.Documents). Use for building search applications with full-text, vector, semantic, and hybrid search. Covers SearchClient (queries, document CRUD), SearchIndexClient (index management), and SearchIndexerClient (indexers, skillsets). Triggers: "Azure Search .NET"…

microsoft/skills · 102 tokens