Which platforms does this skill support?

It supports major advertising (Google, Meta, LinkedIn), analytics (GA4, Mixpanel, Amplitude), email (Mailchimp, HubSpot, SendGrid), and social (Instagram, Twitter) platforms.

How are API credentials managed?

The skill uses a secure configuration system located in your project directory that handles encrypted OAuth2 tokens and API keys for safe platform access.

How does the skill ensure data quality?

The skill includes automated checks for data completeness, cross-platform consistency (e.g., GA vs Ads variance), data freshness, and Z-score based anomaly detection.

Can it handle custom attribution modeling?

Yes, it supports multiple attribution models including last-click, first-click, linear, time-decay, and position-based models to help you understand your customer journey.

Marketing Data Pipeline

Name: Marketing Data Pipeline
Author: jmagly

byjmagly

•

マーケティングオートメーション

Automates the collection, transformation, and reporting of marketing metrics across advertising, analytics, and social platforms.

The Marketing Data Pipeline skill for Claude Code streamlines complex marketing operations by orchestrating data workflows from various sources like Google Ads, Meta, and GA4. It manages the entire lifecycle of marketing data—from secure API extraction and normalization to advanced attribution modeling and anomaly detection. This skill is ideal for growth teams and developers building automated reporting systems, ensuring data consistency and providing actionable insights through structured reports, real-time alerts, and multi-channel performance summaries.

主な機能

01Scheduled reporting with automated performance comparisons and trend analysis

0267 GitHub stars

03Automated transformation and normalization of KPIs like ROAS, CPA, and CTR

04Advanced attribution modeling including Last-click, Linear, and Position-based

05Multi-platform data extraction for Ads, Social, Analytics, and Email

06Built-in data quality validation and statistical anomaly detection

ユースケース

01Monitoring spend anomalies and conversion drops to prevent budget waste

02Generating automated stakeholder reports with custom cross-channel attribution

03Syncing daily campaign performance metrics across multiple fragmented ad networks

What are Skills?·How to Install

Install with 🐟 Skill.Fish

npx skillfish add jmagly/ai-writing-guide data-pipeline

For use in Claude.ai and ChatGPT

Download Skill