# Budget Optimization

> Use when reallocating spend across channels/ad sets or setting guardrails to stay on plan.

- Skill: `majiayu000/budget-optimization` (Agent Skill, multi-file: 2 files)
- Install (CLI): `npx skillmds add majiayu000/budget-optimization`
- Raw SKILL.md: https://api.skillmd.com/api/skills/majiayu000/budget-optimization/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Finance & Business
- Author: majiayu000 (https://skillmd.com/u/majiayu000)
- Updated: 2026-09-09
- Page: https://skillmd.com/skills/majiayu000/budget-optimization

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# Budget Optimization & Pacing Skill

## When to Use
- Weekly/monthly budget reviews.
- Mid-flight adjustments after performance shifts.
- Preparing reforecast scenarios for finance.

## Framework
1. **Reference Plan** – planned vs actual spend, CPA/CPL, pipeline, ROAS.
2. **Efficiency Bands** – thresholds for pulling back or scaling (e.g., ±20% vs target CPA).
3. **Scenario Modeling** – reallocate budget to best-performing ad sets while respecting learning phase minimums.
4. **Guardrails** – set daily caps, alerts, and auto rules for overspend or underdelivery.

## Checklist
- Align reporting windows with attribution (24h, 7d click, 28d view if available).
- Confirm finance approvals before large shifts.
- Document rationale for every reallocation.
- Update forecast + capacity plans (e.g., SDR follow-up) when pipeline mix changes.

## Templates
- Budget tracker spreadsheet (plan vs actual vs forecast).
- Scenario calculator (impact of shifting X% spend).
- Alert configuration guide (platform and BI tools).

## Tips
- Reserve 5–10% of spend for rapid experiments.
- Keep retargeting budgets proportional to audience size to avoid fatigue.
- Sync with lifecycle team so automation throughput can handle new volume.

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