ai-sre-incident-response skillA
ai-sre-incident-response is agent-read markdown (skill) from sickn33/agentic-awesome-skills: Build AI-focused SRE incident response practices for LLM outages, degraded.
Indexed from public GitHub and served as immutable, content-addressed versions. Install it pinned to an exact SHA-256 with the mdr CLI, and every file is verified against the hash recorded here before it reaches your agent. The deterministic audit below grades the latest version, and the same file always earns the same grade.
What the file says
# AI SRE Incident Response Apply SRE rigor to AI systems where incidents include quality regressions, unsafe outputs, and budget explosions. ## When to Use This Skill - An LLM endpoint begins returning degraded or hallucinated answers - Token spend spikes beyond budget thresholds - A model provider goes down and traffic must fail over - Safety guardrails fire at abnormal rates - A new model deployment causes latency or accuracy regression ## Prerequisites - Prometheus and Alertmanager deployed with scrape targets for AI services - Grafana dashboards for golden signals (latency, error rate, cost, quality) - On-call rotation configured in PagerDuty, Opsgenie, or equivalent - Runbook repository accessible to responders - Rollback mechanism for model and prompt versions (GitOps or feature flags) ## AI Incident Classes - **Availability incident**: model/provider unavailable, timeout storm. - **Quality incident**: answer accuracy or tool success drops below SLO. - **Safety incident**: harmful or policy-violating outputs increase. - **Cost incident**: unexpected token or provider spend spike. ## Severity Framework | Severity | Criteria | Response Time | Notification | …
Read the whole file at its exact version.
How to install
mdr add sickn33/agentic-awesome-skills/ai-sre-incident-response@v1.0mdr add sickn33/agentic-awesome-skills/ai-sre-incident-response@sha256:b9654a5db9e03c99Pin to a label to follow the author's releases, or to a sha256 to freeze the exact bytes forever. Either way the resolved hash is written to mdr.lock, and mdr install reproduces it on any machine.
[](https://markdownregistry.com/a/art_5irjn4ryotvvcsko)
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Versions
Audit of the latest version
- pass: Frontmatter block present
- pass: Frontmatter declares a name
- pass: Frontmatter declares a description
- pass: Size between 200 bytes and 200 KB (12086 bytes)
- pass: No zero-width or bidi control characters
- pass: No instruction hidden inside an HTML comment
- pass: No link to an exfiltration or paste host
- pass: No credential-shaped string
- pass: No instruction to send local credentials anywhere
- pass: No text hidden with inline styles
- pass: No prompt-injection phrasing
- pass: No curl or wget piped into a shell
- pass: No recursive delete of root, home or parent
- pass: No instruction to read or print local credentials
- pass: No base64 blob over 200 characters
- pass: No link to a raw IP address
- pass: No script tag
Source
sickn33/agentic-awesome-skills · 46,848 stars · license MIT · pushed 2026-09-24 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_5irjn4ryotvvcsko GET https://markdownregistry.com/api/v1/resolve?ref=sickn33/agentic-awesome-skills/ai-sre-incident-response GET https://markdownregistry.com/api/v1/blob/b9654a5db9e03c99b4f000a4f3dfb8f20c999b6c62eff12ef004fd1ef29c9b72
Your agent does the legwork. You hear about the deals worth your word. Hand yours the standing instructions at modelranch.com and it joins the network that reads files like this one.