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 skills add amekala/ads-mcp --skill adspirer-performance-reviewgit clone --depth 1 https://github.com/amekala/ads-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/skills/amekala/ads-mcp/adspirer-performance-review)<a href="https://agentmods.dev/skills/amekala/ads-mcp/adspirer-performance-review"><img src="https://agentmods.dev/badge/skills/amekala/ads-mcp/adspirer-performance-review/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/skills/amekala/ads-mcp/adspirer-performance-review"><img src="https://agentmods.dev/badge/skills/amekala/ads-mcp/adspirer-performance-review.svg" alt="Reviewed on agentmods" width="80" height="20"></a>- NVIDIA SkillSpector pass
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 | $0.00041 | $0.00207 |
| Opus 5 | $0.00020 | $0.00103 |
| Sonnet 5 | $0.00008 | $0.00041 |
| Haiku 4.5 | $0.00004 | $0.00021 |
Grade A, and why
adspirer-performance-review 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 13d 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
Run a full cross-platform performance review for $ARGUMENTS (default: last 30 days).
- Read AGENTS.md for KPI targets and brand context 1.5. Read STRATEGY.md (if it exists). Flag campaigns that conflict with active directives as "Strategy Drift" items.
- Pull live data from all connected platforms via Adspirer MCP tools:
get_campaign_performance,get_linkedin_campaign_performance,get_meta_campaign_performance - Compare actuals vs KPI targets from AGENTS.md
- Present a unified scorecard table with all platforms
- Highlight top problems and recommend top 3 actions
- If requested, include Campaign Integrity Audit fields (status, ad groups, ads, keywords, extensions, bidding drift).
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.
- 13d ago First seen · 15 lines · 41 tokens per session scan A f0dedc63b7c1
adspirer-performance-review is a skill published in the GitHub repository amekala/ads-mcp (90 stars, last pushed 5d ago), licensed MIT. It adds 41 tokens to every session and 207 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.
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Run a daily health check on all configured ad accounts (Google Ads, Meta Ads, Amazon Ads, TikTok Ads, Search Console, GA4, and any configured plugin platform). Use when the user asks for a daily review, health check, status update, anomaly detection, or 'how are my campaigns doing today'. Reads STRATEGY.md and…
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