anomaly-scan SKILL.md skillA
anomaly-scan from indranilbanerjee/digital-marketing-pro is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add indranilbanerjee/digital-marketing-pro/anomaly-scan@git:20261011.7060934Pins git:20261011.7060934 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- indranilbanerjee/digital-marketing-pro
- Path
skills/anomaly-scan/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261011.7060934, committed Oct 11, 2026
- First version recorded
- Feb 24, 2026
- Size
- 7,503 bytes
- Repository stars
- 898
- License
- MIT
Scan connected platforms for anomalies against stored baselines, with likely causes. "why did our CPA spike".
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
# /digital-marketing-pro:anomaly-scan
> **Script location.** If your host does not set `${CLAUDE_PLUGIN_ROOT}`, the scripts are in this plugin's `scripts/` folder, next to `skills/`. Run them with Python 3.10 or newer: `python`, or `python3` where `python` is not found (macOS, many Linux systems).
## Purpose
Scan all connected marketing platforms for anomalies — statistically significant deviations from established baselines that could indicate problems (traffic drops, CPA spikes, deliverability collapse, budget overruns) or opportunities (viral content, conversion rate improvements, unexpected channel growth). Designed to catch issues early, before they compound into costly problems, and to surface wins worth amplifying.
## Input Required
The user must provide (or will be prompted for):
- **Sensitivity level**: Strict (flags deviations >1.5 standard deviations from baseline), normal (>2 std dev),
or relaxed (>3 std dev). Defaults to normal
- **Time period**: The window to scan for anomalies — today, last 3 days, last 7 days, last 30 days, or custom range.
Defaults to last 7 days
…Read the whole file at its exact version.
How to install
mdr add indranilbanerjee/digital-marketing-pro/anomaly-scan@sha256:e7334b481f080aa9The line at the top of this page pins the label git:20261011.7060934, 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_hjg5zqwcudbv4k4j)
6 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Feb 24, 2026 and Oct 11, 2026, about one every 33 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261011.7060934 latest | 2026-10-11 | 7060934 | 7,503 B | A | view · diff |
| git:20261009.f3eee6a | 2026-10-09 | f3eee6a | 7,387 B | A | view · diff |
| git:20261009.e2988eb | 2026-10-09 | e2988eb | 7,241 B | A | view · diff |
| git:20260812.b624042 | 2026-08-12 | b624042 | 7,907 B | A | view · diff |
| git:20260709.294ff62 | 2026-07-09 | 294ff62 | 7,256 B | A | view · diff |
| git:20260508.d408689 | 2026-05-08 | d408689 | 7,026 B | A | view · diff |
| git:20260330.6a58419 | 2026-03-30 | 6a58419 | 6,988 B | A | view · diff |
| git:20260224.b1de39f | 2026-02-24 | b1de39f | 7,031 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 (7503 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
indranilbanerjee/digital-marketing-pro · 898 stars · license MIT · pushed 2026-10-11 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hjg5zqwcudbv4k4j GET https://markdownregistry.com/api/v1/resolve?ref=indranilbanerjee/digital-marketing-pro/anomaly-scan GET https://markdownregistry.com/api/v1/blob/e7334b481f080aa9ab86e770b8e3214409b6c8baeddfe9953b89929488de8351
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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