Individual skill

mbo-create-scenario

Turn a natural-language ask about media budget optimization into a configured MBO scenario — "how should I split my budget", "how much should I spend on X". Also handles rename, edit and delete on existing scenarios.

skills/mbo-create-scenario/SKILL.md

Read pinned source

Source commit ef1c5166a62ffcabc8092680c339e8e424b6a1f7

What was checked

Matches the observed repository HEAD: Yes
Scanner rules are current: Yes
Repository scan complete: Yes
Skill scan complete: Yes
Observed behavior: Instructions only
Last checked: Nov 6, 2026

These are observations at the recorded commit, not a guarantee of safety. Review the source before running it.

Install this skill

Choose an agent in your Stack or copy a command below. Commands fetch the pinned commit and copy only this skill directory. Existing destinations are refused. Copying a command does not install anything.

Claude Code

Destination .claude/skills/mbo-create-scenario

(
  set -euo pipefail
  destination='./.claude/skills/mbo-create-scenario'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/workmagicio/workmagic-agent-plugin.git' "$work/repo"
  git -C "$work/repo" checkout --detach ef1c5166a62ffcabc8092680c339e8e424b6a1f7
  git -C "$work/repo" archive --format=tar 'ef1c5166a62ffcabc8092680c339e8e424b6a1f7:skills/mbo-create-scenario' > "$work/skill.tar"
  mkdir -p -- './.claude/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Codex

Destination .agents/skills/mbo-create-scenario

(
  set -euo pipefail
  destination='./.agents/skills/mbo-create-scenario'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/workmagicio/workmagic-agent-plugin.git' "$work/repo"
  git -C "$work/repo" checkout --detach ef1c5166a62ffcabc8092680c339e8e424b6a1f7
  git -C "$work/repo" archive --format=tar 'ef1c5166a62ffcabc8092680c339e8e424b6a1f7:skills/mbo-create-scenario' > "$work/skill.tar"
  mkdir -p -- './.agents/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Cursor

Destination .cursor/skills/mbo-create-scenario

(
  set -euo pipefail
  destination='./.cursor/skills/mbo-create-scenario'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/workmagicio/workmagic-agent-plugin.git' "$work/repo"
  git -C "$work/repo" checkout --detach ef1c5166a62ffcabc8092680c339e8e424b6a1f7
  git -C "$work/repo" archive --format=tar 'ef1c5166a62ffcabc8092680c339e8e424b6a1f7:skills/mbo-create-scenario' > "$work/skill.tar"
  mkdir -p -- './.cursor/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Gemini CLI

Destination .gemini/skills/mbo-create-scenario

(
  set -euo pipefail
  destination='./.gemini/skills/mbo-create-scenario'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/workmagicio/workmagic-agent-plugin.git' "$work/repo"
  git -C "$work/repo" checkout --detach ef1c5166a62ffcabc8092680c339e8e424b6a1f7
  git -C "$work/repo" archive --format=tar 'ef1c5166a62ffcabc8092680c339e8e424b6a1f7:skills/mbo-create-scenario' > "$work/skill.tar"
  mkdir -p -- './.gemini/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

GitHub Copilot

Destination .github/skills/mbo-create-scenario

(
  set -euo pipefail
  destination='./.github/skills/mbo-create-scenario'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/workmagicio/workmagic-agent-plugin.git' "$work/repo"
  git -C "$work/repo" checkout --detach ef1c5166a62ffcabc8092680c339e8e424b6a1f7
  git -C "$work/repo" archive --format=tar 'ef1c5166a62ffcabc8092680c339e8e424b6a1f7:skills/mbo-create-scenario' > "$work/skill.tar"
  mkdir -p -- './.github/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

OpenCode

Destination .opencode/skills/mbo-create-scenario

(
  set -euo pipefail
  destination='./.opencode/skills/mbo-create-scenario'
  if [ -e "$destination" ] || [ -L "$destination" ]; then printf '%s\n' 'Destination already exists; nothing overwritten.' >&2; exit 1; fi
  work=$(mktemp -d)
  trap 'rm -rf -- "$work"' EXIT
  git clone --filter=blob:none --no-checkout -- 'https://github.com/workmagicio/workmagic-agent-plugin.git' "$work/repo"
  git -C "$work/repo" checkout --detach ef1c5166a62ffcabc8092680c339e8e424b6a1f7
  git -C "$work/repo" archive --format=tar 'ef1c5166a62ffcabc8092680c339e8e424b6a1f7:skills/mbo-create-scenario' > "$work/skill.tar"
  mkdir -p -- './.opencode/skills'
  mkdir -- "$destination"
  tar -xf "$work/skill.tar" -C "$destination"
)

Repository context

Repository stars (not skill ratings): 9
Repository last updated: Nov 6, 2026
License: MIT

Observed agent integration: No specific integration evidence. Standard SKILL.md installation does not imply verified compatibility.

agent-skills Repository topic
attribution Repository topic
chatgpt Repository topic
claude Repository topic
claude-plugin Repository topic
codex Repository topic
cursor Repository topic
ecommerce Repository topic
gemini-cli-extension Repository topic
incrementality Repository topic
finance Derived category

Files and excerpt

File metadata and permitted, redacted excerpts come from the recorded scan. Source links are pinned to that commit.

Browse files

SKILL.mdcore · 13,746 bytes
examples/example-october-budget.mddoc · 3,606 bytes
references/budget-parsing.mddoc · 2,334 bytes
references/constraint-conflicts.mddoc · 1,341 bytes
references/deliver-flow.mddoc · 4,640 bytes
references/edge-cases.mddoc · 2,807 bytes
references/failure-modes.mddoc · 4,545 bytes
references/inputs-detail.mddoc · 2,519 bytes
references/key-concepts.mddoc · 897 bytes
references/modify-flow.mddoc · 976 bytes
references/preview-format.mddoc · 1,415 bytes
references/reference-period-rules.mddoc · 2,013 bytes
references/saturation-tactics.mddoc · 2,427 bytes
templates/saturation-proposal.mddoc · 977 bytes
templates/scenario-preview.mddoc · 1,096 bytes

Read excerpt


## 1. Purpose

Take a user's natural-language ask about media budget optimization ("how should I split \$500K across Meta and Google next month?") and turn it into a properly configured **MBO scenario** — collecting required settings, parsing budgets / goals / constraints from natural language, validating provisioning + scope, and creating the scenario via `budget-optimizer-create`. Also handles **modify** intents (rename, change inputs, delete) on existing scenarios.

Different from `mbo-read-scenario` (interpret existing results) and from attribution skills (historical data / why questions). MBO is **forward-looking** — it produces a plan.

## 2. When to trigger

Trigger when the user wants **forward-looking budget allocation guidance** or wants to **modify an existing scenario's inputs**.

## 3. Inputs

MBO has 9 scenario settings. The skill must mirror UI defaults — if UI has a default, the skill applies it automatically and surfaces it via `appliedDefaults` in the preview so the user can override.