adspirer-optimize SKILL.md skillA

adspirer-optimize from amekala/ads-mcp is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add amekala/ads-mcp/adspirer-optimize@git:20261103.1a0240c

Pins git:20261103.1a0240c in mdr.lock. Pin the fingerprint instead.

Audit grade
A, 17 of 17 checks passed
Kind
SKILL.md skill
Repository
amekala/ads-mcp
Path
plugins/codex/adspirer/skills/adspirer-optimize/SKILL.md
Versions recorded
6
Latest version
git:20261103.1a0240c, committed Nov 3, 2026
First version recorded
Jul 9, 2026
Size
10,782 bytes
Repository stars
105
License
MIT

Find and fix wasted ad spend with Adspirer — cut spend that isn't converting, add negative keywords, exclude audiences and placements, reallocate budget to what works, and check whether campaigns are pacing over or under budget. Proposes changes and asks before spending or moving money.

Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file the same grade.

What the file says

# Cutting waste and pacing budget

Follow `adspirer-mcp` before any tool call. Load the platform skill for field rules. This skill
proposes changes and applies them **only after the user agrees to that specific change**.

## Find the waste

| Platform | Tool (through its router unless noted) |
|---|---|
| Google | `analyze_wasted_spend`, then `analyze_search_terms` |
| Meta | `analyze_meta_wasted_spend` |
| TikTok | `analyze_tiktok_wasted_spend` |
| LinkedIn | `analyze_linkedin_wasted_spend` |
| Amazon | `analyze_amazon_wasted_spend`, then `get_amazon_search_terms` |
| Walmart Connect | `get_walmart_search_term_performance` and `get_walmart_keyword_performance` (filter `zero_sales`) |

Waste has a few shapes and they need different fixes:

- **Spend with zero conversions.** The obvious one. But check the volume first — an ad group with
  $40 spend and no conversions may simply not have had a chance yet at a $60 CPA.
- **Spend converting far above target.** Worse than zero, because it looks like it's working.
- **Search terms you never intended to buy.** On Google and Amazon this is where the money leaks:
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add amekala/ads-mcp/adspirer-optimize@sha256:efb4d5f90481890e

The line at the top of this page pins the label git:20261103.1a0240c, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.

Badge

mdr badge

[![mdr](https://markdownregistry.com/badge/art_uto4rzoaswgis5gj.svg)](https://markdownregistry.com/a/art_uto4rzoaswgis5gj)

3 badge image fetches in 30 days. What the badge shows.

Versions

The registry has recorded 6 versions of this file, between Jul 9, 2026 and Nov 3, 2026, about one every 23 days.

versioncommittedcommitsizeaudit
git:20261103.1a0240c latest2026-11-03 1a0240c 10,782 BA view · diff
git:20261020.28d42252026-10-20 28d4225 10,662 BA view · diff
git:20261020.b8d634a2026-10-20 b8d634a 10,515 BA view · diff
git:20260709.187204f2026-07-09 187204f 5,389 BA view · diff
git:20260709.84c704c2026-07-09 84c704c 5,137 BA view · diff
git:20260709.76b05ab2026-07-09 76b05ab 4,298 BA view

Audit of the latest version

A  17 of 17 checks passed. Fixed automatic checks with no AI involved, so the same checks give the 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 (10782 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 · 105 stars · license MIT · pushed 2026-11-03 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_uto4rzoaswgis5gj
GET https://markdownregistry.com/api/v1/resolve?ref=amekala/ads-mcp/adspirer-optimize
GET https://markdownregistry.com/api/v1/blob/efb4d5f90481890ece5625210fce168d569fd2c6d26ff032ffddad761f3c1a64

Your AI assistant 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.

Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.

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Every file in amekala/ads-mcp

Other files named adspirer-optimize

adspirer-optimize SKILL.md skill
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adspirer-optimize SKILL.md skill
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adspirer-optimize SKILL.md skill
amekala/ads-mcp · plugins/cursor/adspirer/skills/adspirer-optimize/SKILL.md · Find and fix wasted ad spend with Adspirer — cut spend that isn't converting, add negative keywords, exclude audiences…
git:20261103.1a0240c · audit A · 105 stars
adspirer-optimize SKILL.md skill
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adspirer-optimize SKILL.md skill
amekala/ads-mcp · plugins/chatgpt/adspirer/skills/adspirer-optimize/SKILL.md · Find and fix wasted ad spend with Adspirer — cut spend that isn't converting, add negative keywords, exclude audiences…
git:20261020.28d4225 · audit A · 105 stars
adspirer-optimize SKILL.md skill
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