kelly-ads

Aggregate Amazon, Meta, TikTok, and Google Ads performance data into a unified dashboard.

4|3|Updated Feb 25, 2026

Search Tags:#automation #analytics #marketing #optimization #ecommerce #ads

Ready to run

npx skills add https://github.com/mr-kelly/skills --skill kelly-ads

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: kelly-ads
Source: https://github.com/mr-kelly/skills/tree/main/skills/kelly-ads
Command: npx skills add https://github.com/mr-kelly/skills --skill kelly-ads

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires hono, @hono/node-server, and includes scripts (resource) and references (resource) and assets (resource) components.

What problem does it solve?

This skill solves the fragmentation of managing multiple ad platforms by aggregating performance data into a single, local, and deterministic command desk that prevents manual oversight errors.

Core Features & Use Cases

Cross-Platform Aggregation: Consolidates Amazon, Meta, TikTok, and Google Ads data into one dashboard for unified KPI tracking.
Deterministic Anomaly Detection: Automatically identifies ACOS breaches, budget exhaustion, and CPC spikes with evidence-based alerts.
Approval-Gated Workflows: Queues agent-proposed adjustments for human review, ensuring no changes are pushed to live platforms without explicit approval.

Quick Start

Start the local ad command desk by running the launcher script located in the app directory.

Frequently Asked Questions about kelly-ads

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

FAQPage Schema

How do I aggregate cross-platform advertising performance data for Amazon, Meta, TikTok, and Google Ads?▼

To aggregate cross-platform advertising performance data, this skill consolidates Amazon, Meta, TikTok, and Google Ads metrics into a unified local dashboard by running ingestion scripts that maintain a secure, file-backed snapshot of your campaigns.

What is deterministic anomaly detection for ad campaigns?▼

Deterministic anomaly detection for ad campaigns automatically identifies ACOS breaches, budget exhaustion, and CPC spikes using evidence-based alerts derived from your aggregated cross-platform advertising metrics.

How do I set up human-in-the-loop adjustment workflows for live ad campaigns?▼

You can set up human-in-the-loop adjustment workflows by using the skill's approval-gated system, which queues agent-proposed campaign adjustments for human review to ensure no changes are pushed to live platforms without explicit approval.

Can I run local ingestion scripts to maintain a secure snapshot of campaign metrics?▼

Yes, you can run local ingestion and check scripts to maintain a secure, file-backed snapshot of your campaign metrics, requiring local execution via the launcher script located in the app directory to prevent manual oversight errors.

Does this unified ad command desk work without pushing automated changes to live platforms?▼

Yes, the unified ad command desk operates safely without pushing automated changes by using approval-gated workflows that queue all proposed adjustments for explicit human review before any action reaches live ad platforms.

Why does managing multiple ad platforms lead to manual oversight errors?▼

Managing multiple ad platforms leads to manual oversight errors due to data fragmentation, which this skill solves by aggregating performance data into a single, local, and deterministic command desk for unified KPI tracking.