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AI service incident response (SRE) v1.0.0

Use this resource to structure incident response for an AI service

New

  • 438 downloads
  • 216 likes
  • 109 saves

Free

Install with the CLI

In a terminal, from the folder you want:

npx --yes palatekit@latest install ai-incident-response-runbooks

With no option, the skill goes to ~/.agents/skills/; add --agent claude-code (or codex, cursor…) to target an agent.

First time: connect the CLI with

npx --yes palatekit@latest login

The agent sorts AI incidents (model outage, hallucinations, token cost explosions, safety regressions), sets severity levels and Prometheus alert rules. You get step-by-step runbooks for each incident type.

Mostly picked by

Updated November 2, 2026

Card for the “AI service incident response (SRE)” skill

Details

Works in
Install guides
Generates with
Your agent's model
Licence
MIT

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What you get

  • SKILL.md: incident classes, severity levels and golden signals
  • SKILL.md: Prometheus alert rules and per-incident runbooks

Good fit for

  • A model provider goes down and traffic must fail over
  • Token spend exceeds budget with no obvious cause

Not for

    Tags

    • incident
    • sre
    • llm
    • alerts
    • cost

    About

    You say

    “Write incident runbooks for our LLM API: provider outage and cost explosion.”

    Card for the “AI service incident response (SRE)” skill

    Skill published by bagelhole under the MIT license, delivered in its original version.

    Show more

    How to use it

    1. Install the skill in your agent's skills folder
    2. Ask your agent to structure incident response for an AI service
    3. Review and adjust the result

    Content preview

    Files

    • LICENSE1.1 KB
    • NOTICE-PALATEKIT.md0.5 KB
    • SKILL.md11.1 KB

    Origin and licence

    Listed unmodified

    Author
    bagelhole
    Source
    github.com/bagelhole/devops-security-agent-skills/tree/0365f57a079b1332f95cf26e31dd2d5332a8399f/devops/ai/ai-sre-incident-response
    Licence
    MIT

    Notice

    « ai-sre-incident-response » (bagelhole, MIT) livré dans sa version d'origine : fiche en français et en anglais par PalateKit.

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