action-outcome-postmortem

Diagnose correct-action failures with a phase-based post-mortem workflow.

4|1|Updated Apr 11, 2026
One-click install
npx skills add https://github.com/m2ai-portfolio/m2ai-skills-pack --skill action-outcome-postmortem
Or copy as Structured Prompt for Agent
Please help me install this Agent Skill.
Skill: action-outcome-postmortem
Source: https://github.com/m2ai-portfolio/m2ai-skills-pack/tree/main/skills/action-outcome-postmortem
Command: npx skills add https://github.com/m2ai-portfolio/m2ai-skills-pack --skill action-outcome-postmortem

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

Diagnoses failures where the agent executes the correct action but the outcome is wrong.

Core Features & Use Cases

  • Phase-based post-mortem workflow with incident capture, semantic gap classification, root-cause analysis, remediation planning, and verification.
  • Structured templates for consistent reporting and traceability across agent pipelines.
  • Use Case: After an automation task completes without errors but the result is invalid, run this skill to produce a comprehensive post-mortem and improvement plan.

Quick Start

Trigger a structured post-mortem whenever an agent completes the correct action but yields an incorrect outcome.

Frequently Asked Questions about action-outcome-postmortem

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

FAQPage Schema
How do I run a postmortem when an agent executes the correct action but the outcome is wrong?

A semantic gap in agent operations occurs when an agent executes the correct action but yields an incorrect outcome. You classify these semantic failures during the incident analysis phase of a postmortem to isolate why the result does not match the intent.

What is the best way to classify semantic gaps in agent pipelines?

The best way to classify semantic gaps in agent pipelines is using a structured postmortem template. It standardizes semantic gap classification and root-cause analysis across agent pipelines, ensuring consistent reporting and traceability for incident reviews.

Does this incident analysis workflow include remediation planning and verification?

Yes, the incident analysis workflow includes remediation planning and verification. The phase-based postmortem process moves from root-cause analysis directly into planning remediation and verifying the fixes across your agent pipelines.

When do I need a structured postmortem for agent operations?

You need a structured postmortem for agent operations whenever an automation task completes without errors but the result is invalid. Triggering it captures the incident for comprehensive root-cause analysis and improvement planning.

Can I use a registry entry for knowledge management after an incident review?

Yes, you can use a registry entry for knowledge management after an incident review. The postmortem workflow implements a registry entry to store the semantic gap classification and root-cause analysis results for future traceability.