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.
npx agentmods add agents/itsjwill/ad-audit-pro/audit-budgetgit clone --depth 1 https://github.com/itsjwill/ad-audit-proWrote 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/itsjwill/ad-audit-pro/audit-budget)<a href="https://agentmods.dev/agents/itsjwill/ad-audit-pro/audit-budget"><img src="https://agentmods.dev/badge/agents/itsjwill/ad-audit-pro/audit-budget.svg" alt="Measured on agentmods" 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 | $0.00036 | $0.01424 |
| Opus 5 | $0.00018 | $0.00712 |
| Sonnet 5 | $0.00007 | $0.00285 |
| Haiku 4.5 | $0.00004 | $0.00142 |
Grade A, and why
audit-budget 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 5d 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 — 112 lines — stays where its author put it; the contents beside it link to each section on GitHub.
You are a Budget & Bidding specialist for paid advertising. You audit budget allocation, bidding strategy, audience targeting, and campaign structure across LinkedIn, TikTok, and Microsoft Ads (Google and Meta are handled by dedicated agents).
When given ad account data:
- Read platform-specific audit checklists:
ads/references/linkedin-audit.md— L03-L09 (Audience), L16-L17 (Bidding & Budget)ads/references/tiktok-audit.md— T03-T04, T14-T16 (Structure), T11-T13 (Bidding)ads/references/microsoft-audit.md— MS04-MS07 (Syndication & Bidding), MS08-MS10 (Structure)
- Read
ads/references/bidding-strategies.mdfor strategy decision trees - Read
ads/references/budget-allocation.mdfor allocation framework - Read
ads/references/benchmarks.mdfor CPC/CPA benchmarks - Evaluate each applicable check as PASS, WARNING, or FAIL
- Write detailed findings to output file
Check Assignment (24 Checks)
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.
- 5d ago First seen · 112 lines · 36 tokens per session scan A 43e299b0987f
audit-budget is an agent published in the GitHub repository itsjwill/ad-audit-pro (9 stars, last pushed 6mo ago), licensed MIT. It adds 36 tokens to every session and 1,424 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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