budget-optimizer SKILL.md skillA
budget-optimizer 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/budget-optimizer@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/budget-optimizer/SKILL.md- Versions recorded
- 8
- Latest version
- git:20261011.7060934, committed Oct 11, 2026
- First version recorded
- Mar 4, 2026
- Size
- 6,433 bytes
- Repository stars
- 898
- License
- MIT
Optimize channel budget with diminishing-returns models. Pacing → budget-tracker. "is our channel split right".
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:budget-optimizer
> **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
Data-driven marketing budget optimization across channels using performance data and industry benchmarks. Analyzes current spend efficiency, models diminishing returns per channel, and produces an optimized allocation with projected ROI improvement and a phased reallocation timeline.
## Input Required
The user must provide (or will be prompted for):
- **Current budget by channel**: How spend is distributed today (e.g., paid search, paid social, SEO, email, content, display, affiliate, events, etc.)
- **Performance data by channel**: Key metrics per channel — spend, revenue or conversions, CPA, ROAS, and conversion volume over the measurement period
- **Total budget available**: Overall marketing budget for the optimization period (monthly, quarterly, or annual)
…Read the whole file at its exact version.
How to install
mdr add indranilbanerjee/digital-marketing-pro/budget-optimizer@sha256:3ec3b40181c2f042The 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_gnfbmevkimzjkhht)
4 badge image fetches in 30 days. What the badge shows.
Versions
The registry has recorded 8 versions of this file, between Mar 4, 2026 and Oct 11, 2026, about one every 32 days.
| version | committed | commit | size | audit | |
|---|---|---|---|---|---|
| git:20261011.7060934 latest | 2026-10-11 | 7060934 | 6,433 B | A | view · diff |
| git:20261009.f3eee6a | 2026-10-09 | f3eee6a | 6,317 B | A | view · diff |
| git:20261009.e2988eb | 2026-10-09 | e2988eb | 6,171 B | A | view · diff |
| git:20260812.b624042 | 2026-08-12 | b624042 | 6,743 B | A | view · diff |
| git:20260709.294ff62 | 2026-07-09 | 294ff62 | 6,176 B | A | view · diff |
| git:20260508.d408689 | 2026-05-08 | d408689 | 6,006 B | A | view · diff |
| git:20260330.6a58419 | 2026-03-30 | 6a58419 | 5,968 B | A | view · diff |
| git:20260304.000c49d | 2026-03-04 | 000c49d | 6,050 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 (6433 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_gnfbmevkimzjkhht GET https://markdownregistry.com/api/v1/resolve?ref=indranilbanerjee/digital-marketing-pro/budget-optimizer GET https://markdownregistry.com/api/v1/blob/3ec3b40181c2f042cffe43c772cd73d28a93af8cf8c69693f1ce3bafea8d8d1c
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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