black-friday-daily-ad-spend-decisions SKILL.md skillA
black-friday-daily-ad-spend-decisions 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/black-friday-daily-ad-spend-decisions@v1.0.0Pins v1.0.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- coupler-io/skills
- Path
marketing-and-ads/black-friday/black-friday-daily-ad-spend-decisions/SKILL.md- Versions recorded
- 4
- Latest version
- v1.0.0, committed Oct 28, 2026
- First version recorded
- Oct 28, 2026
- Size
- 14,492 bytes
- Repository stars
- 40
- License
- MIT
Use for "which campaigns should we scale today on Black Friday", "what should we cut during the sale", "are we on track to spend the Black Friday ad budget", "why did our CPA jump on Cyber Monday", or a daily check inside a BFCM or Prime Day sale. Use when the decision is today's scale, cut or hold, with the wait stated for conversions still arriving. Google Ads, Facebook Ads and TikTok Ads, with Shopify where connected.
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
# Black Friday Daily Ad Spend Decisions Shows which campaigns to scale, cut or leave alone each day of your Black Friday sale, without acting on numbers still arriving. Black Friday Daily Ad Spend Decisions is a Coupler.io AI agent skill that works with live data from Google Ads, Facebook Ads (Meta Ads), TikTok Ads, and Shopify. **Gives you the scale list and the cut list for today, without acting on numbers that haven't finished arriving.** The trap on a sale day is acting on yesterday as if it were finished. Conversions keep landing for days after the click, at a different speed on each platform, so yesterday's CPA on Meta is too high and will fall. Cut on it and you cut a campaign that was working. This skill marks every campaign decidable or not yet, and only the decidable ones get a call. **What you get back** - **Pacing per platform** — spend to date against the window budget, and the daily spend needed from here to land on it. - **Campaigns that ran out of budget before the day ended** — invisible in daily totals until the hours are gone. - **Scale, cut or hold for each campaign**, with a ceiling on each scale and the wait in days on each hold. …
Read the whole file at its exact version.
How to install
mdr add coupler-io/skills/black-friday-daily-ad-spend-decisions@sha256:58ab347fde2c5c63The 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_wqu5veqmbeehaxcp)
1 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 4 versions of this file, all committed on Oct 28, 2026.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| v1.0.0 latest | 2026-10-28 | 74fb62c | 14,492 B | A | view · diff |
| v1.0.0 | 2026-10-28 | 722eb28 | 13,903 B | A | view · diff |
| v1.0.0 | 2026-10-28 | 97253ac | 12,919 B | A | view · diff |
| v1.0.0 | 2026-10-28 | 49dc712 | 12,490 B | A | view |
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (14492 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
coupler-io/skills · 40 stars · license MIT · pushed 2026-10-30 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_wqu5veqmbeehaxcp GET https://markdownregistry.com/api/v1/resolve?ref=coupler-io/skills/black-friday-daily-ad-spend-decisions GET https://markdownregistry.com/api/v1/blob/58ab347fde2c5c63aec1095e33a0387467a0062da46d794b11b3408e5bcf61e4
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.