content-autopsy

Name: content-autopsy
Availability: InStock
Author: Scrollmark

Analyze content performance using a causal-analysis framework across social platforms.

13|1|Updated Mar 18, 2026

Search Tags:#post-mortem #engagement #timing #analyze #content-performance #causal-analysis

Ready to run

npx skills add https://github.com/scrollmark/social-skills --skill content-autopsy

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: content-autopsy
Source: https://github.com/scrollmark/social-skills/tree/main/skills/content-autopsy
Command: npx skills add https://github.com/scrollmark/social-skills --skill content-autopsy

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

This Skill helps teams understand why content performs well or poorly by conducting structured post-mortems and cross-post comparisons, turning data into actionable insights rather than judgment.

Core Features & Use Cases

Post-mortem analysis of individual pieces to identify drivers of success or failure.
Cross-post comparison across posts, campaigns, or platforms to diagnose patterns.
Causal analysis framework covering hook, topic demand, format, audience alignment, and timing to explain performance differences.
Use Case: When evaluating a viral post, generate a concise report with root causes and recommended adjustments for future content.

Quick Start

Summarize why a set of recent posts performed well or poorly and propose concrete next steps.

Frequently Asked Questions about content-autopsy

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

FAQPage Schema

How do I analyze why a social media post performs poorly?▼

To analyze why a social media post performs poorly, you conduct a structured post-mortem evaluating the hook, topic demand, format, audience alignment, and timing to pinpoint root causes.

What is the best way to compare content performance across multiple posts?▼

The best way to compare content performance across multiple posts is a cross-post comparison that applies a causal-analysis framework to diagnose patterns and explain performance differences.

Can I run a content post-mortem across different social platforms?▼

Yes, you can run a content post-mortem across different social platforms. The causal analysis framework applies to cross-post comparisons and trend investigations regardless of the specific platform.

How does causal analysis for content performance work?▼

Causal analysis for content performance works by evaluating five core dimensions—hook, topic demand, format, audience alignment, and timing—to turn engagement data into actionable insights rather than judgment.

What should a viral post analysis include to improve future content?▼

A viral post analysis should include a concise report identifying the root causes of success, generated through a structured post-mortem, with recommended adjustments for future content creation.

When do I need a structured post-mortem for content engagement?▼

You need a structured post-mortem for content engagement when you must understand why content performs well or poorly, transforming raw engagement data into concrete next steps and actionable insights.