performance-digest

Generate executive-ready performance summaries from cross-channel marketing metrics.

175|26|Updated Aug 14, 2025
One-click install
npx skills add https://github.com/jmagly/ai-writing-guide --skill performance-digest
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: performance-digest
Source: https://github.com/jmagly/ai-writing-guide/tree/main/.factory/skills/performance-digest
Command: npx skills add https://github.com/jmagly/ai-writing-guide --skill performance-digest

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill automates the creation of executive-ready performance summaries from cross-channel data, saving analysts hours of manual synthesis and ensuring consistent messaging.

Core Features & Use Cases

  • Aggregates marketing metrics across channels
  • Highlights key wins and areas of concern
  • Provides context via comparisons and trends
  • Delivers prioritized, actionable recommendations
  • Supports audience-specific formats (Executive, Manager, Team)

Quick Start

Trigger with a request like "Generate a marketing performance digest for last week" and provide the data scope. The skill will pull data, synthesize insights, and output a formatted summary.

Frequently Asked Questions about performance-digest

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

FAQPage Schema
How do I automate marketing performance reporting instead of manual synthesis?

Performance digest automates executive-ready summaries by aggregating cross-channel metrics, computing period-over-period changes, and generating formatted reports. It replaces hours of manual data synthesis with consistent, role-tailored outputs for executives, managers, and teams across daily, weekly, monthly, and quarterly intervals.

Can I generate audience-specific performance reports from marketing metrics?

Yes. The Skill produces role-tailored reports for executive, manager, and team audiences using YAML and Markdown templates. It synthesizes insights, highlights key wins and concerns, provides trend context, and delivers prioritized recommendations formatted for each audience's needs.

What's the best way to aggregate metrics across marketing channels and detect trends?

Performance digest ingests cross-channel marketing data, detects anomalies and trends, computes comparisons, and surfaces actionable insights. It structures output to emphasize context and patterns, helping analysts identify performance shifts without manual analysis.

How do I create executive summaries with KPI comparisons and period-over-period analysis?

Configure the Skill with your data scope and report frequency. It pulls metrics, calculates period-over-period changes, flags anomalies, generates insights, and outputs a formatted summary with comparisons and recommendations tailored to your audience level.

Does this work for daily, weekly, and monthly dashboard reporting?

Yes. The Skill supports multiple report cadences—daily, weekly, monthly, and quarterly—with configurable scope and audience-specific formatting. Each report includes aggregated metrics, trend analysis, anomaly detection, and prioritized insights.

What data formats and templates does performance digest support?

The Skill accepts YAML and Markdown templates for output formatting. It ingests cross-channel marketing metrics and generates structured reports compatible with both formats, enabling flexible integration into existing reporting pipelines.