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mcp/skillhub

Agent Skill

AI Sre Incident Response skill

ai-sre-incident-responsesickn33/agentic-awesome-skillsplugins/agentic-awesome-skills-claude/skills/ai-sre-incident-response/SKILL.md

Build AI-focused SRE incident response practices for LLM outages, degraded quality, runaway cost events, and safety regressions.

48kMIT

always on

32 tokname + description

once used

2,953 tokSKILL.md body

bundled files

0

repo stars

48kGitHub

Install the AI Sre Incident Response skill

Skills CLI (Claude Code, Codex, Cursor and others)

npx skills add https://github.com/sickn33/agentic-awesome-skills --skill ai-sre-incident-response

Claude Code, by hand (all projects)

git clone --depth 1 https://github.com/sickn33/agentic-awesome-skills.git /tmp/agentic-awesome-skills
mkdir -p ~/.claude/skills
cp -R /tmp/agentic-awesome-skills/plugins/agentic-awesome-skills-claude/skills/ai-sre-incident-response ~/.claude/skills/ai-sre-incident-response

For one project only, copy the folder into .claude/skills/ in that project instead. The agent picks it up when a task matches its description.

What it costs your context

Agent Skills load in three steps. Tokens counted with the o200k tokenizer; your model's count will differ a little.

WhenWhat loadsCost
Every sessionName and description32 tok
When the agent uses itThe SKILL.md instructions2,953 tok
Only if openedNo bundled files—

Until it is used, ai-sre-incident-response costs about 43× less than the median MCP server we measured (1,362 tokens on every turn). Installing all 150 skills from sickn33/agentic-awesome-skills would load 5,255 tokens of descriptions. Skills vs MCP study

Checks

Our checks found nothing to flag: it follows the Agent Skills specification's naming and size guidelines and doesn't pipe downloads into a shell.

Checked 2026-10-22 · method

What's inside

The headings of its SKILL.md. Read the full file on GitHub.

  • AI SRE Incident Response
  • When to Use This Skill
  • Prerequisites
  • AI Incident Classes
  • Severity Framework
  • Golden Signals for AI Services
  • Prometheus Alert Rules
  • Response Playbooks
  • Model Outage Runbook
  • Quality Regression Runbook (Hallucination Spike)
  • Token Cost Explosion Runbook
  • Escalation Procedures
  • Detection Queries (PromQL)
  • Postmortem Requirements
  • Postmortem Template
  • Chaos Engineering for AI Systems
  • Troubleshooting
  • Related Skills
  • Limitations
  • Example

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