Extract Debugging Heuristics From Postmortems is a operations Claude Skill built by Mónica González Paz. Best for: On-call engineers and incident commanders systematically learn diagnostic patterns from past incidents to resolve future ones faster..

What it does
Extract actionable debugging heuristics and mental models from incident postmortems to build 3AM runbooks.
Category
operations
Created by
Mónica González Paz
Last updated
operationsintermediate

Extract Debugging Heuristics From Postmortems

Extract actionable debugging heuristics and mental models from incident postmortems to build 3AM runbooks.

Skill instructions


name: postmortem-training description: Postmortem Training Skill summary: | Extrae heuristicas de debugging de postmortems reales. Formato: Si X, chequea Y. Alimenta comprehension reports y guias de debugging 3AM. maturity: beta category: "communication" tags: ["postmortem", "heuristics", "incident", "learning"] priority: "medium"

Postmortem Training Skill

name: postmortem-training

description: Structured postmortem process focused on reasoning heuristics rather than just root cause.

Purpose

Emphasizes the journey to diagnosis—the mental models, checks, and reasoning that led engineers to identify and resolve incidents.

Template Sections

1. Timeline

When did we first notice? When did we understand severity?

2. Diagnosis Journey

  • What did we check first?
  • What hypothesis did we form?
  • What data confirmed/denied it?
  • Where did we get stuck?

3. Resolution

What actions fixed the issue?

4. Mental Model Update

What should the on-call engineer know next time?

5. Heuristic Extraction

If X happens → check Y metric first. Common cause: Z. Red herring: W.

6. Comprehension Gap Analysis

  • AI-generated code involved?
  • Pre-existing mental model?
  • Was the model accurate or stale?
  • What documentation would have helped?

7. Prevention

What would have caught this earlier?

Storage

Postmortems stored at: output/postmortems/YYYYMMDD-{incident-id}.md

Integration with Code Comprehension

  • Link to code-comprehension-report if AI-generated code involved
  • Reference specific functions/modules in gap analysis
  • Update comprehension report if mental models were stale

Mandatory Elements

  • Timeline with timestamps
  • At least 3 diagnostic steps
  • Explicit heuristic(s) for next occurrence
  • Comprehension gap assessment
  • Prevention recommendation

Install

/plugin install extract-debugging-heuristics-from-postmortems@gonzalezpazmonica

Requires Claude Code CLI.

Use cases

On-call engineers and incident commanders systematically learn diagnostic patterns from past incidents to resolve future ones faster.

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Stats

Installs0
GitHub Stars33
Forks4
LicenseMIT License
UpdatedMar 24, 2026