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.
git clone --depth 1 https://github.com/googleads/google-ads-api-developer-assistantWrote 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.
[](https://agentmods.dev/commands/googleads/google-ads-api-developer-assistant/assistant-tutorial)<a href="https://agentmods.dev/commands/googleads/google-ads-api-developer-assistant/assistant-tutorial"><img src="https://agentmods.dev/badge/commands/googleads/google-ads-api-developer-assistant/assistant-tutorial/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.
<a href="https://agentmods.dev/commands/googleads/google-ads-api-developer-assistant/assistant-tutorial"><img src="https://agentmods.dev/badge/commands/googleads/google-ads-api-developer-assistant/assistant-tutorial.svg" alt="Reviewed on agentmods" width="80" height="20"></a>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 | $0.00000 | $0.00306 |
| Opus 5.5 | $0.00000 | $0.00122 |
| Sonnet 5.5 | $0.00000 | $0.00061 |
| Haiku 4.5 | $0.00000 | $0.00031 |
Grade A, and why
assistant-tutorial 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 1mo ago.
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.
What it actually says
Assistant Tutorial (/assistant-tutorial)
Launches an interactive, conversational guide explaining the principles, workflows, and tools of the Google Ads API Developer Assistant.
Instructions:
-
Interactive Delivery Mandate:
- Do NOT write a markdown summary file or artifact.
- Run the tutorial interactively and conversationally.
- Present information in small, progressive steps.
-
Topic Outline:
- Core Principles & Constraints (NO MUTATE policy, versioning)
- Campaign Creation (Code Generation Workflow)
- Shared Sets (Exclusion Lists)
- Code Quality & Standards (Ruff, typing, error handling)
- Finding Disapproved Ads (Cross-Account Audit)
- Creating an AI Max for Search Campaign
- Creating a Demand Gen Campaign
- Writing Prompts to Produce Reports (GAQL best practices)
- Troubleshooting Conversion Problems
- Obtaining Descriptions of API Concepts & Objects
- Creating Listing Filters for Performance Max
-
Check Questions & Explanations:
- After explaining a topic, prompt the user to continue or quiz their understanding.
- Always allow the user to request an explanation if needed.
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.
- 1mo ago First seen · 32 lines · 0 tokens per session scan A a08b1bfbf43e
assistant-tutorial is a command published in the GitHub repository googleads/google-ads-api-developer-assistant (102 stars, last pushed 8d ago), licensed Apache-2.0. It costs nothing until one of its globs matches a file; then it loads 306 tokens. 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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