kai-budget

Plan and forecast marketing budgets across channels with CAC/LTV modeling.

40|5|Updated Mar 16, 2026
One-click install
npx skills add https://github.com/cgallic/kai-cmo-harness --skill kai-budget
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: kai-budget
Source: https://github.com/cgallic/kai-cmo-harness/tree/main/harness/skills/kai-budget
Command: npx skills add https://github.com/cgallic/kai-cmo-harness --skill kai-budget

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Marketing budget planning and forecasting is complex and time-consuming. This skill provides a structured approach to build data-driven budgets, forecast spend, and optimize allocation across channels to maximize ROI.

Core Features & Use Cases

  • Channel allocation & spend optimization: allocate budget across channels using CAC, ROAS, and growth goals.
  • CAC/LTV modeling & ROI projections: compute payback periods and financial viability to guide decision-making.
  • Scenario planning & governance: support multiple scenarios with guardrails to keep spend within limits.

Quick Start

Provide the current revenue, growth goals, and channel data to generate a channel-allocated budget plan.

Frequently Asked Questions about kai-budget

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I plan a marketing budget across multiple channels?

Marketing budget planning across channels requires allocating spend based on CAC, ROAS, and growth goals. You can generate a channel-allocated budget plan by providing current revenue, growth targets, and channel data to optimize ROI.

Can I forecast ROI and CAC payback periods for different spend scenarios?

Yes, you can forecast ROI and model CAC payback periods for multiple scenarios. The tool applies financial viability checks and governance guardrails to keep spend within defined risk limits during scenario planning.

Does this budget planning approach work for ecommerce and SaaS businesses?

Budget planning applies to SaaS, ecommerce, and services businesses. It supports ongoing spend optimization and channel allocation tailored to the specific growth goals and revenue models of these distinct business contexts.

What is the best way to optimize marketing spend allocation using LTV and CAC?

Spend optimization using LTV and CAC involves modeling payback periods and projecting ROI to guide channel allocation. This structured approach maximizes returns by aligning spend with financial viability and growth targets.

What data do I need to start data-driven marketing budget planning?

To start data-driven marketing budget planning, you need current revenue figures, growth goals, and baseline channel data. Providing these inputs enables the generation of an optimized, channel-allocated budget plan.

Are there guardrails to prevent overspending during budget forecasting?

Yes, scenario planning includes governance guardrails designed to keep spend within limits. These guardrails enforce payback period checks and risk constraints to prevent overspending during budget forecasting.