# Incident Response

> Automating triage pipelines and blameless post-mortem frameworks.

- Skill: `j4flmao/incident-response` (Agent Skill)
- Install (CLI): `npx skillmds@latest add j4flmao/incident-response`
- Raw SKILL.md: https://api.skillmd.com/api/skills/j4flmao/incident-response/raw
- Safety review: pending
- Works with: Claude Code, Claude.ai, OpenAI Codex
- Category: Coding & Dev Tools
- Author: j4flmao (https://skillmd.com/u/j4flmao)
- Updated: 2026-09-21
- Page: https://skillmd.com/skills/j4flmao/incident-response

---

# Incident Response: Advanced Mechanics

## Automated Triage Pipelines
Modern IR heavily relies on event-driven automation for alert correlation, deduplication, and initial mitigation.
- **Alert Correlation**: Grouping noisy alerts via temporal and topological clustering algorithms (e.g., Jaccard similarity on alert labels).
- **Runbook Automation**: Webhooks trigger ephemeral containers executing API-driven diagnostic checks against the compromised service.

```mermaid
flowchart TD
%%{init: {"theme": "default", "flowchart": {"useMaxWidth": true}}}%%
    subgraph TriagePipelineAutomatedTriage ["Automated Triage<br><br><br>"]
        Alert[Raw Alerts] -->|"Cluster(Temporal, Labels)"| MetaAlert[Correlated Incident]
        MetaAlert -->|"Trigger(Runbook)"| AutoDiag[Auto-Diagnostics]
        AutoDiag -->|"Escalate(Pager)"| OnCall[On-Call Engineer]
    end
    subgraph PostMortemBlamelessPostMortem ["Blameless Post-Mortem<br><br><br>"]
        Resolve[Incident Resolution] --> Timeline[Timeline Generation]
        Timeline --> Action[Action Item Tracking]
    end
```

## Blameless Post-Mortem Frameworks
The core philosophy separates systemic failures from human actions.
- **Contextual Inquiry**: Analyzing the local rationality of engineers at the time of the incident (e.g., "What information did the dashboard show them?").
- **Action Item Governance**: SLI-backed enforcement of action item completion; if P0 action items expire, production deployments are temporarily locked down.