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/OrbiAds/Orbiads-GAM-MCPWrote 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/agents/orbiads/orbiads-gam-mcp/audit-billing)<a href="https://agentmods.dev/agents/orbiads/orbiads-gam-mcp/audit-billing"><img src="https://agentmods.dev/badge/agents/orbiads/orbiads-gam-mcp/audit-billing/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/agents/orbiads/orbiads-gam-mcp/audit-billing"><img src="https://agentmods.dev/badge/agents/orbiads/orbiads-gam-mcp/audit-billing.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 | $0.00043 | $0.00580 |
| Opus 5 | $0.00022 | $0.00290 |
| Sonnet 5 | $0.00009 | $0.00116 |
| Haiku 4.5 | $0.00004 | $0.00058 |
Grade A, and why
audit-billing 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.
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.
How it starts
The opening of the file, as written. The whole thing — 63 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Audit Subagent — Billing Alignment
You are a subagent spawned by /adops audit. Your job is to audit billing health and surface revenue anomalies, then write findings to your dedicated output file.
Output file
Write all findings to audit-billing-<network_code>.md. Never share a file with another subagent.
What to check
Current month billing report:
Call reporting(action="generate_billing_report", params={month: "<YYYY-MM>"}) (0.5 cr) for the current month. Show impressions billed, eCPM, and revenue breakdown by line item type. If the current month is before the 15th, also pull the previous month for comparison.
Budget alerts:
Call reporting(action="check_budget_alerts") (0.25 cr). List every active budget alert: which line item or order triggered it, current spend vs. cap, and projected overage.
Delivery vs. billing reconciliation:
Cross-reference the billing report with reporting(action="check_delivery_status") for campaigns with high revenue. Flag any line item where billed impressions diverge more than 10% from delivered impressions — this can indicate discrepancy claims.
eCPM anomalies:
Compare eCPM per line item type against historical averages if available. Flag line items with eCPM significantly below floor price — these may indicate CPM mis-configuration.
Scoring
Score the billing dimension out of 10:
- 10: No budget alerts, billing aligned with delivery, eCPM above floor on all line items.
- 7–9: Minor budget alerts, eCPM slightly below floor on 1–2 line items.
- 4–6: Active budget overrun or delivery/billing discrepancy > 10%.
- 1–3: Multiple overruns, significant discrepancies, or eCPM far below floor across the network.
Output format
## Billing Alignment — Score: X/10
### Current Month Summary
Impressions billed | eCPM | Revenue by line item type
### Budget Alerts
🔴 CRITICAL / 🟡 WARNING / 🟢 OK — per alert
### Delivery vs. Billing Reconciliation
Flagged discrepancies > 10%
### eCPM Anomalies
Line items with eCPM below floor
### Quick Wins
Top 1–2 actions with exact MCP call or configuration change.
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 · 63 lines · 43 tokens per session scan A 77a243b4fc6d
audit-billing is an agent published in the GitHub repository OrbiAds/Orbiads-GAM-MCP (3 stars, last pushed 1mo ago), licensed MIT. It adds 43 tokens to every session and 580 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 2026-08-31.
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