Postmortem Writing Agent Skill

Postmortem Writing

Comprehensive guide to writing effective, blameless postmortems that drive organizational learning and prevent incident recurrence.

When to Use This Skill

• Conducting post-incident reviews
• Writing postmortem documents
• Facilitating blameless postmortem meetings
• Identifying root causes and contributing factors
• Creating actionable follow-up items
• Building organizational learning culture

Core Concepts

1. Blameless Culture

| Blame-Focused | Blameless |

| ------------------------ | --------------------------------- |

| "Who caused this?" | "What conditions allowed this?" |

| "Someone made a mistake" | "The system allowed this mistake" |

| Punish individuals | Improve systems |

| Hide information | Share learnings |

| Fear of speaking up | Psychological safety |

2. Postmortem Triggers

• SEV1 or SEV2 incidents
• Customer-facing outages > 15 minutes
• Data loss or security incidents
• Near-misses that could have been severe
• Novel failure modes
• Incidents requiring unusual intervention

Quick Start

Postmortem Timeline

Day 0: Incident occurs
Day 1-2: Draft postmortem document
Day 3-5: Postmortem meeting
Day 5-7: Finalize document, create tickets
Week 2+: Action item completion
Quarterly: Review patterns across incidents

Templates and detailed worked examples

Full template library and detailed worked examples live in references/details.md. Read that file when you need the concrete templates.

References

• Connection Pool Best Practices
• Deployment Runbook

### Template 2: 5 Whys Analysis

5 Whys Analysis: [Incident]

Problem Statement

Payment service experienced 47-minute outage due to database connection exhaustion.

Analysis

Why #1: Why did the service fail?

Answer: Database connections were exhausted, causing all new requests to fail.

Evidence: Metrics showed connection count at 100/100 (max), with 500+ pending requests.

Why #2: Why were database connections exhausted?

Answer: Each incoming request opened a new database connection instead of using the connection pool.

Evidence: Code diff shows direct DriverManager.getConnection() instead of pooled DataSource.

Why #3: Why did the code bypass the connection pool?

Answer: A developer refactored the repository class and inadvertently changed the connection acquisition method.

Evidence: PR #1234 shows the change, made while fixing a different bug.

Why #4: Why wasn't this caught in code review?

Answer: The reviewer focused on the functional change (the bug fix) and didn't notice the infrastructure change.

Evidence: Review comments only discuss business logic.

Why #5: Why isn't there a safety net for this type of change?

Answer: We lack automated tests that verify connection pool behavior and lack documentation about our connection patterns.

Evidence: Test suite has no tests for connection handling; wiki has no article on database connections.

Root Causes Identified

• Primary: Missing automated tests for infrastructure behavior
• Secondary: Insufficient documentation of architectural patterns
• Tertiary: Code review checklist doesn't include infrastructure considerations

Systemic Improvements

| Root Cause | Improvement | Type |

| ------------- | --------------------------------- | ---------- |

| Missing tests | Add infrastructure behavior tests | Prevention |

| Missing docs | Document connection patterns | Prevention |

| Review gaps | Update review checklist | Detection |

| No canary | Implement canary deployments | Mitigation |

### Template 3: Quick Postmortem (Minor Incidents)

Quick Postmortem: [Brief Title]

Date: 2024-01-15 | Duration: 12 min | Severity: SEV3

What Happened

API latency spiked to 5s due to cache miss storm after cache flush.

Timeline

• 10:00 - Cache flush initiated for config update
• 10:02 - Latency alerts fire
• 10:05 - Identified as cache miss storm
• 10:08 - Enabled cache warming
• 10:12 - Latency normalized

Root Cause

Full cache flush for minor config update caused thundering herd.

Fix

• Immediate: Enabled cache warming
• Long-term: Implement partial cache invalidation (ENG-999)

Lessons

Don't full-flush cache in production; use targeted invalidation.

## Facilitation Guide

### Running a Postmortem Meeting

Meeting Structure (60 minutes)

1. Opening (5 min)

• Remind everyone of blameless culture
• "We're here to learn, not to blame"
• Review meeting norms

2. Timeline Review (15 min)

• Walk through events chronologically
• Ask clarifying questions
• Identify gaps in timeline

3. Analysis Discussion (20 min)

• What failed?
• Why did it fail?
• What conditions allowed this?
• What would have prevented it?

4. Action Items (15 min)

• Brainstorm improvements
• Prioritize by impact and effort
• Assign owners and due dates

5. Closing (5 min)

• Summarize key learnings
• Confirm action item owners
• Schedule follow-up if needed

Facilitation Tips

• Keep discussion on track
• Redirect blame to systems
• Encourage quiet participants
• Document dissenting views
• Time-box tangents

## Anti-Patterns to Avoid

| Anti-Pattern            | Problem                    | Better Approach                 |
| ----------------------- | -------------------------- | ------------------------------- |
| **Blame game**          | Shuts down learning        | Focus on systems                |
| **Shallow analysis**    | Doesn't prevent recurrence | Ask "why" 5 times               |
| **No action items**     | Waste of time              | Always have concrete next steps |
| **Unrealistic actions** | Never completed            | Scope to achievable tasks       |
| **No follow-up**        | Actions forgotten          | Track in ticketing system       |

## Best Practices

### Do's

- **Start immediately** - Memory fades fast
- **Be specific** - Exact times, exact errors
- **Include graphs** - Visual evidence
- **Assign owners** - No orphan action items
- **Share widely** - Organizational learning

### Don'ts

- **Don't name and shame** - Ever
- **Don't skip small incidents** - They reveal patterns
- **Don't make it a blame doc** - That kills learning
- **Don't create busywork** - Actions should be meaningful
- **Don't skip follow-up** - Verify actions completed