Ultimate AI Skill for After-Action Reviews & Postmortems

Product Description

The Ultimate AI Skill for After-Action Reviews & Postmortems facilitates a structured analysis of launches, incidents, or completed projects to derive actionable lessons, timeline reconstruction, and root cause analysis. This skill is intended for performing post-event evaluations and capturing learning points and improvements to inform future actions.

What this skill does

• Conducts a structured after-action review on launches, incidents, and projects.
• Focuses on capturing the event timeline, identifying root causes, and detailing contributing factors.
• Produces actionable lessons beyond standard documentation.
• Triggers on keywords and scenarios related to post-event analyses such as "postmortem", "retrospective", and "AAR".
• Designed for use after the completion of events, not during active incidents or for pre-launch planning.

Who it is for

This skill is suitable for developers and teams using AI coding agents such as Claude Code, Cursor, and Codex, who are involved in project management, incident resolution, or product launches. It's particularly beneficial for roles focused on continuous improvement and operational excellence.

Use cases

• Post-launch reviews to assess what went well and what didn't.
• Incident follow-ups to understand root causes and prevent recurrence.
• Project retrospectives at the end of development cycles or sprints.
• Investigating recurring issues that require thorough examination to instigate corrective measures.

Technical details

• Compatible with AI-based platforms like Claude Code, Cursor, and Codex.
• Utilises tools and capabilities such as ab-testing, aiapplication, and after-action-report.

Source & Licence

This package is built on open-source work published by rampstackco (rampstackco/claude-skills-pm) and distributed under MIT. The original licence text and copyright notice are included in your download.

Personal and commercial use, modification and redistribution are permitted, provided the original copyright and licence notice are retained.

Your purchase covers curation, licence verification, packaging, documentation and instant delivery. It does not grant exclusive rights to the underlying open-source code, which remains available under its original licence.

Delivery & Support

• Delivery: instant — a secure download link is emailed to you as soon as payment is confirmed.
• Format: ZIP archive containing the skill files, documentation and the original licence.
• Support: support@mcpcart.com — we aim to reply within 2 business days.
• Updates: updates are included only where stated on this page.

Refunds

This is a digital product delivered immediately after purchase. By completing your order you request immediate delivery and acknowledge that, once the download has been accessed, the statutory right to cancel no longer applies to the extent permitted by law. Refund requests are handled in accordance with our published Refund Policy.

Claude, Codex, Gemini and Cursor are trademarks of their respective owners. MCP Cart is an independent marketplace and is not affiliated with, endorsed by, or sponsored by any of them. Compatibility references describe interoperability only.