simulate SKILL.md skillA

simulate from indranilbanerjee/digital-marketing-pro is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.

Install it, pinned
mdr add indranilbanerjee/digital-marketing-pro/simulate@git:20261009.e2988eb

Pins git:20261009.e2988eb 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/simulate/SKILL.md
Versions recorded
6
Latest version
git:20261009.e2988eb, committed Oct 9, 2026
First version recorded
Feb 13, 2026
Size
7,946 bytes
Repository stars
936
License
MIT

Simulate scenarios by Monte Carlo: P10-P90 revenue, odds of target. Quick estimate → what-if. "simulate next quarter's revenue".

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:simulate

## Purpose

Run Monte Carlo simulation of marketing scenarios to predict revenue outcomes with probability distributions. Test channel mix changes, budget reallocations, new channel launches, and spending adjustments before committing real budget. This command models uncertainty explicitly — instead of single-point forecasts that hide risk, it generates thousands of simulated outcomes per scenario to show the full range of what could happen, with calibrated confidence intervals. Use it when the stakes are high enough that "expected ROI" alone isn't sufficient and you need to understand downside risk, upside potential, and the probability of hitting specific revenue targets.

## Input Required

The user must provide (or will be prompted for):
…

Read the whole file at its exact version.

How to install

The exact contents, by fingerprint
mdr add indranilbanerjee/digital-marketing-pro/simulate@sha256:c21db91aaacbb91d

The line at the top of this page pins the label git:20261009.e2988eb, 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_ligoxtsdwv6dizee.svg)](https://markdownregistry.com/a/art_ligoxtsdwv6dizee)

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

Versions

The registry has recorded 6 versions of this file, between Feb 13, 2026 and Oct 9, 2026, about one every 48 days.

versioncommittedcommitsizeaudit
git:20261009.e2988eb latest2026-10-09 e2988eb 7,946 BA view · diff
git:20260812.b6240422026-08-12 b624042 8,554 BA view · diff
git:20260525.04229682026-05-25 0422968 7,934 BA view · diff
git:20260508.d4086892026-05-08 d408689 7,769 BA view · diff
git:20260330.6a584192026-03-30 6a58419 7,731 BA view · diff
git:20260213.ffa2b772026-02-13 ffa2b77 7,806 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 (7946 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

indranilbanerjee/digital-marketing-pro · 936 stars · license MIT · pushed 2026-11-07 · branch main

API

GET https://markdownregistry.com/api/v1/artifacts/art_ligoxtsdwv6dizee
GET https://markdownregistry.com/api/v1/resolve?ref=indranilbanerjee/digital-marketing-pro/simulate
GET https://markdownregistry.com/api/v1/blob/c21db91aaacbb91da24608fa97c48d8af672a8d722355332f78f61f210fb8b3e

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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