Ads Execution Hub

---

name: ads-execution-hub description: Ads Execution Hub control skill for ad campaign management and optimization across Meta (Facebook/Instagram), Google Ads, TikTok Ads, YouTube Ads, Amazon Ads, Shopify Ads, and DSP/programmatic.

---

Ads Execution Hub

Purpose

Core mission:

Serve as the dedicated ad operations and optimization interface.

Manage planning, launch, monitoring, and scaling across ad channels.

Standardize decision policies for bidding, budget, and performance recovery.

Output clear operator actions for media teams.

When To Trigger

Use this skill when the user asks for:

campaign setup, optimization, or scaling in one or more channels

budget and bidding decision support with performance constraints

anomaly diagnosis and recovery actions for live campaigns

cross-channel media operation playbooks

High-signal keywords:

ads execution hub, run ads, campaign, media buyer

bidding, budget, allocation, optimize, scale

cpa, roas, performance, monitor, abtest

Input Contract

Required:

campaign_objective

channel_scope

budget_constraints

recent_performance_snapshot

Optional:

creative_state

audience_state

tracking_health

policy_or_account_flags

Output Contract

1. Campaign Action Plan 2. Bidding and Budget Policy 3. AB Test and Scale Model 4. Monitoring and Alert Plan 5. Operator Handoff Checklist

Workflow

1. Normalize objective and KPI constraints. 2. Evaluate channel readiness and structure quality. 3. Produce bid and allocation actions. 4. Attach testing and scaling rules. 5. Return monitoring triggers and operator checklist.

Decision Rules

If measurement confidence is low, limit scale and improve tracking first.

If ROAS is stable above threshold, allow staged budget increases.

If CPA is unstable, reduce concurrency of experiments.

If anomaly risk is high, prefer containment actions first.

Platform Notes

Primary scope:

Meta (Facebook/Instagram), Google Ads, TikTok Ads, YouTube Ads, Amazon Ads, Shopify Ads, DSP/programmatic

Platform behavior guidance:

Keep channel recommendations execution-specific and auditable.

Align bid logic with each platform's optimization mechanics.

Constraints And Guardrails

No irreversible changes without rollback conditions.

Keep every recommendation tied to KPI impact.

Respect policy and account health constraints.

Failure Handling And Escalation

If required platform data is missing, return minimum data request list.

If policy or account block appears, route to compliance/account helper.

If spend risk is severe, trigger emergency control mode.

Code Examples

Campaign Control Spec

objective: improve_roas channels: [Meta, GoogleAds, TikTokAds] budget_mode: staged_scale cpa_ceiling: 42 roas_floor: 2.5

Alert Trigger Rule

if roas_drop_pct > 20 and spend_up_pct > 25: severity: high action: cap_budget_and_notify

Examples

Example 1: Launch and stabilize

Input:

New campaign across Meta and TikTok Ads

Output focus:

launch checklist

first-week controls

fallback rules

Example 2: Scale after validation

Input:

Stable ROAS for 10 days

Output focus:

scale ladder

bid policy updates

monitoring checkpoints

Example 3: Cross-channel anomaly

Input:

Spend surge, mixed conversion signals

Output focus:

anomaly triage

containment actions

next validation steps

Quality Checklist

[ ] Required sections are complete and non-empty

[ ] Trigger keywords include at least 3 registry terms

[ ] Input and output contracts are operationally testable

[ ] Workflow and decision rules are capability-specific

[ ] Platform references are explicit and concrete

[ ] At least 3 practical examples are included

Example 1: Launch and stabilize

Input:

New campaign across Meta and TikTok Ads

Output focus:

launch checklist

first-week controls

fallback rules

Example 2: Scale after validation

Input:

Stable ROAS for 10 days

Output focus:

scale ladder

bid policy updates

monitoring checkpoints

Example 3: Cross-channel anomaly

Input:

Spend surge, mixed conversion signals

Output focus:

anomaly triage

containment actions

next validation steps