ai-sre-incident-response

ai-sre-incident-response is a skill for Claude Code, Codex from ranbot-ai/awesome-skills. It costs 32 tokens per session (1,308 once invoked), scanned A, original, no licence file.

An incident-response guide for AI systems, including large language model outages, poor-quality results, unexpected costs, and safety regressions. SRE means site reliability engineering, a practice for keeping services dependable.

In plain words
What is it for?
Use it to build response practices for LLM outages, quality degradation, runaway costs, and safety problems.
Why use it?
AI systems can fail in ways that ordinary uptime checks miss, such as producing worse answers or spending too much money. This guide helps teams prepare responses to those failures.

Skill for Claude CodeCodex

Which agent this was written for is unclear — body not stored (licence); the path alone says nothing.

Good fit Use it to build response practices for LLM outages, quality degradation, runaway costs, and safety problems.

Compare 6 skills from other repositories ↓
Install with agentmods
npx agentmods add skills/ranbot-ai/awesome-skills/ai-sre-incident-response
Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

Any agent
npx skills add ranbot-ai/awesome-skills --skill ai-sre-incident-response
Clone the repo
git clone --depth 1 https://github.com/ranbot-ai/awesome-skills

Made for: Claude Code, Codex.

Wrote this? Show the measurements

A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.

agentmods badge for ai-sre-incident-response

README.md
[![agentmods](https://agentmods.dev/badge/skills/ranbot-ai/awesome-skills/ai-sre-incident-response/github.svg)](https://agentmods.dev/skills/ranbot-ai/awesome-skills/ai-sre-incident-response)
Your own site
<a href="https://agentmods.dev/skills/ranbot-ai/awesome-skills/ai-sre-incident-response"><img src="https://agentmods.dev/badge/skills/ranbot-ai/awesome-skills/ai-sre-incident-response/github.svg" alt="Measured on agentmods" height="20"></a>

Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.

agentmods 80×15 button for ai-sre-incident-response

Your own site · 80×15
<a href="https://agentmods.dev/skills/ranbot-ai/awesome-skills/ai-sre-incident-response"><img src="https://agentmods.dev/badge/skills/ranbot-ai/awesome-skills/ai-sre-incident-response.svg" alt="Reviewed on agentmods" width="80" height="20"></a>
Per session 32 Skills are progressive disclosure: only the name and description are preloaded; the body loads when the skill is used.
When invoked 1,308 The whole file, excluding the scripts and references it only reads on demand.
Security scan A 1 finding. A grade says what 26 rules found in the file — not that it is safe.
Origin unknown No closer match found in the catalogue.
Token cost

What it costs to keep this loaded

Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.

ModelPer sessionOnce invoked
Fable 5.1 $0.00032 $0.01308
Opus 5.5 $0.00013 $0.00523
Sonnet 5.5 $0.00006 $0.00262
Haiku 4.5 $0.00003 $0.00131

Measured 2d ago against content hash 76ee0acde9af, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

Grade A, and why

ai-sre-incident-response scanned grade A with 1 finding against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 2d ago.

A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.

Makes network callslowCapability

Not a fault in itself. Listed so you know the mod talks to something, and to what.

curl -s -o /dev/null -w "%{http_code}" https://api.provider.com/health
skills/ai-sre-incident-response/SKILL.md · 153 lines

The source is not reproduced here

No licence file

A repository with no LICENSE is all rights reserved by default, so the body is not copied here. The metadata, the measurements and the link are.

Read it on GitHub

Changes

What this file has done since we first saw it

Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.

  1. 2d ago Changed · -3 lines 76ee0acde9af
  2. 26d ago First seen · 156 lines · 32 tokens per session scan A 3393521edaf3

Subscribe to this mod's changes

ai-sre-incident-response is a skill published in the GitHub repository ranbot-ai/awesome-skills (7 stars, last pushed yesterday), with no licence file. It adds 32 tokens to every session and 1,308 once invoked, about $0.0001 per session on Opus 5.5. A static security scan graded it A with 1 finding (makes network calls). No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-21.

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