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
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@gonzalezpazmonicaRequires 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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