adspirer-performance-review is agent-read markdown (skill) from amekala/ads-mcp: Review ad performance across platforms with Adspirer — how are my ads doing, weekly or monthly reports, a cross-channel scorecard, CPA, ROAS, CTR, spend trends, and auditing whether conversion tracking is set up correctly. Read-only; changes nothing..
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# Performance review
Follow `adspirer-mcp` before any tool call. This skill only reads — it never changes a campaign.
## Where the numbers come from
The two big platforms have **direct, top-level** performance tools. The rest go through their router.
| Platform | How |
|---|---|
| Google Ads | `get_campaign_performance` — call it directly |
| Meta Ads | `get_meta_campaign_performance` — call it directly |
| TikTok | `tiktok_ads` router → `execute` → `get_tiktok_campaign_performance` |
| LinkedIn | `linkedin_ads` router → `execute` → `get_linkedin_campaign_performance` |
| Amazon | `amazon_ads` router → `execute` → `get_amazon_campaign_performance` |
| ChatGPT Ads | `chatgpt_ads` router → `execute` → `get_chatgpt_performance` |
Calling the routed ones directly by name will fail — they aren't in the tool list. Pass
`raw_data: true` when the user wants the numbers rather than the rendered summary.
Only pull the platforms the user has actually connected. Check `get_connections_status` first
instead of firing six calls and reporting five failures.
## Before you trust a single number
**Verify conversion tracking.** Run `audit_conversion_tracking`. It returns a health score and
…
Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
A 17 of 17 checks passed. Deterministic, no model, same answer every run.
pass: Frontmatter block present
pass: Frontmatter declares a name
pass: Frontmatter declares a description
pass: Size between 200 bytes and 200 KB (5142 bytes)
pass: No zero-width or bidi control characters
pass: No instruction hidden inside an HTML comment
pass: No link to an exfiltration or paste host
pass: No credential-shaped string
pass: No instruction to send local credentials anywhere
pass: No text hidden with inline styles
pass: No prompt-injection phrasing
pass: No curl or wget piped into a shell
pass: No recursive delete of root, home or parent
pass: No instruction to read or print local credentials
pass: No base64 blob over 200 characters
pass: No link to a raw IP address
pass: No script tag
Source
GitHub
amekala/ads-mcp · 95 stars · license MIT · pushed 2026-09-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_z4koy2x2iuvikgbr
GET https://markdownregistry.com/api/v1/resolve?ref=amekala/ads-mcp/adspirer-performance-review
GET https://markdownregistry.com/api/v1/blob/d3b185ddddcd5c53bef37dcfc36b8aedf4ed68c0d8e9be87a44b95a7114f6b6c
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.
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amekala/ads-mcp · plugins/adspirer/skills/adspirer-performance-review/SKILL.md · Run a cross-platform performance review for this brand. Use when the user asks for a performance review, weekly review…
amekala/ads-mcp · plugins/adspirer/skills/adspirer-setup/SKILL.md · Set up your brand workspace — connect to Adspirer, scan brand docs, pull campaign data, and create AGENTS.md. Use on…
amekala/ads-mcp · plugins/adspirer/skills/adspirer-wasted-spend/SKILL.md · Find and fix wasted ad spend across all platforms. Use when the user wants to reduce wasted spend, find inefficiencies…
amekala/ads-mcp · plugins/adspirer/skills/adspirer-write-ad-copy/SKILL.md · Write brand-voice-compliant ad copy for a specific platform. Use when the user wants new headlines, descriptions, or ad…
amekala/ads-mcp · plugins/chatgpt/adspirer/skills/adspirer-agent/SKILL.md · Paid-media advertising agent behavior for Adspirer — create, analyze, and optimize ad campaigns across Google Ads…
amekala/ads-mcp · plugins/chatgpt/adspirer/skills/adspirer-chatgpt-ads/SKILL.md · Create and manage ChatGPT Ads (OpenAI Ads) through Adspirer — ads that appear inside ChatGPT responses. Use for OpenAI…
amekala/ads-mcp · plugins/chatgpt/adspirer/skills/adspirer-creative/SKILL.md · Write and refresh ad creative with Adspirer — headlines, descriptions, primary text, and ad copy for Google, Meta…
amekala/ads-mcp · plugins/grok/skills/adspirer-performance-review/SKILL.md · Review ad performance across platforms with Adspirer — how are my ads doing, weekly or monthly reports, a cross-channel…
amekala/ads-mcp · plugins/codex/adspirer/skills/adspirer-performance-review/SKILL.md · Review ad performance across platforms with Adspirer — how are my ads doing, weekly or monthly reports, a cross-channel…
amekala/ads-mcp · shared/skills/platform/adspirer-performance-review/SKILL.md · Review ad performance across platforms with Adspirer — how are my ads doing, weekly or monthly reports, a cross-channel…
amekala/ads-mcp · plugins/chatgpt/adspirer/skills/adspirer-performance-review/SKILL.md · Review ad performance across platforms with Adspirer — how are my ads doing, weekly or monthly reports, a cross-channel…
amekala/ads-mcp · plugins/adspirer/skills/adspirer-performance-review/SKILL.md · Run a cross-platform performance review for this brand. Use when the user asks for a performance review, weekly review…
amekala/ads-mcp · plugins/cursor/adspirer/skills/adspirer-performance-review/SKILL.md · Review ad performance across platforms with Adspirer — how are my ads doing, weekly or monthly reports, a cross-channel…
amekala/ads-mcp · plugins/gemini/skills/adspirer-performance-review/SKILL.md · Review ad performance across platforms with Adspirer — how are my ads doing, weekly or monthly reports, a cross-channel…
