Growth Autopilot

---

name: growth-autopilot-ads

description: Automate full-funnel strategy generation, budget structure design, and dynamic bid/scale adjustments for Meta (Facebook/Instagram), Google Ads, TikTok Ads, YouTube Ads, Amazon Ads, Shopify Ads, and DSP/programmatic campaigns.

---

# Growth Autopilot

Purpose

Core mission:

When To Trigger

Use this skill when the user asks for:

High-signal keywords:

Input Contract

Required:

Optional:

Output Contract

1. Autopilot Strategy Blueprint

2. Budget and Structure Policy

3. Dynamic Bid/Scale Rules

4. Safety Guardrails and Kill-switches

5. Monitoring and Escalation Workflow

Workflow

1. Convert business goal to machine-actionable policy set.

2. Initialize budget and structure by channel role.

3. Apply adaptive bid and scale rules by KPI trend.

4. Enforce guardrails and automatic rollback logic.

5. Emit periodic optimization reports and next actions.

Decision Rules

Platform Notes

Primary scope:

Platform behavior guidance:

Constraints And Guardrails

Failure Handling And Escalation

Code Examples

Autopilot Policy YAML

objective: maximize_revenue_with_roas_floor

roas_floor: 2.3

cpa_ceiling: 38

budget_step_pct: 12

rollback_trigger:

roas_drop_pct: 18

window_days: 3

Decision Loop Pseudocode

if roas >= roas_floor and cpa <= cpa_ceiling:

increase_budget(step_pct)

elif roas < roas_floor:

decrease_budget(step_pct)

tighten_bids()

Examples

Example 1: Autopilot bootstrap

Input:

Output focus:

Example 2: Dynamic scale mode

Input:

Output focus:

Example 3: Emergency stabilization

Input:

Output focus:

Quality Checklist