bing-ads-keyword-and-quality-score-analysis SKILL.md skillB
bing-ads-keyword-and-quality-score-analysis from coupler-io/skills is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add coupler-io/skills/bing-ads-keyword-and-quality-score-analysis@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- B, 16 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- coupler-io/skills
- Path
marketing-and-ads/microsoft-ads/bing-ads-keyword-and-quality-score-analysis/SKILL.md- Versions recorded
- 2
- Latest version
- v1.0.0, committed Oct 21, 2026
- First version recorded
- Oct 13, 2026
- Size
- 14,464 bytes
- Repository stars
- 40
- License
- MIT
Use for "which Microsoft Ads keywords make money", "my Bing quality score dropped", "should I use exact or broad match on Bing", "which Bing keywords are worth more budget", "why is my Microsoft Ads cost per click so high", "find me new keywords for Microsoft Ads" — even when the user never says "keyword". This is the earning view: which Microsoft Ads keywords deserve more money and which are overcharging for the same clicks. For the cutting view, use bing-ads-wasted-spend-and-scaling instead.…
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
# Microsoft Bing Ads Keyword and Quality Score Analysis Shows which Microsoft Ads keywords make money, where a low Quality Score is pushing up your cost per click, and what to fix first. Microsoft Bing Ads Keyword and Quality Score Analysis is a Coupler.io AI agent skill that works with live data from Microsoft Ads (Bing Ads). **Tells you which Microsoft Ads keywords earn their money, which are paying too much for the same clicks, and what to fix to bring the price down.** Quality score is the most quoted and least usable number in paid search. An account average of 7 says nothing, because a low score on a keyword nobody searches costs nothing and a middling score on the biggest spender costs a lot. What matters is quality weighted by where the money goes, which of the three parts is dragging it down, and whether the account's own data shows low-scoring keywords paying more per click. **What you get back** - **Keywords ranked by what they earn** — spend, conversions, cost per conversion, return — with the ones worth more money marked. - **Quality score weighted by impressions**, by campaign, not a flat average. …
Read the whole file at its exact version.
How to install
mdr add coupler-io/skills/bing-ads-keyword-and-quality-score-analysis@sha256:0d5694127f3a702fThe line at the top of this page pins the label v1.0.0, 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.
[](https://markdownregistry.com/a/art_s5zqe2oawvw3p7ir)
2 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 2 versions of this file, between Oct 13, 2026 and Oct 21, 2026, about one every 8 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-21 | e36545f | 14,464 B | B | view · diff |
| v1.0.0 | 2026-10-13 | ee6a3a9 | 14,190 B | B | view |
Audit of the latest version
- fail: No prompt-injection phrasing (matched: ignore previous instructions)
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (14464 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 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
Starting a new one? Use a template for SKILL.md on mdpantry, which passes every one of these checks and says what to change in it.
Source
coupler-io/skills · 40 stars · license MIT · pushed 2026-10-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_s5zqe2oawvw3p7ir GET https://markdownregistry.com/api/v1/resolve?ref=coupler-io/skills/bing-ads-keyword-and-quality-score-analysis GET https://markdownregistry.com/api/v1/blob/0d5694127f3a702faaeecd025f2a644a0d39d44554e0f4528f629ec3d45205ca
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.