ai-sre-incident-response SKILL.md skillA
ai-sre-incident-response from francostino/opencode-skills-collection is an agent skill: a SKILL.md folder an AI agent loads when a task calls for it.
mdr add francostino/opencode-skills-collection/ai-sre-incident-response@v1.0Pins v1.0 in mdr.lock. Pin the fingerprint instead.
- Audit grade
- A, 17 of 17 checks passed
- Kind
- SKILL.md skill
- Repository
- francostino/opencode-skills-collection
- Path
bundled-skills/ai-sre-incident-response/SKILL.md- Versions recorded
- 1
- Latest version
- v1.0, committed Sep 21, 2026
- Size
- 12,086 bytes
- Repository stars
- 87
- License
- MIT
Build AI-focused SRE incident response practices for LLM outages, degraded.
Collected from public GitHub. Every version is saved exactly as it was and never changes. Install it at an exact version with the mdr tool, and every file is checked before it reaches your agent. The main file is checked against the SHA-256 fingerprint recorded here, and the others against the fingerprints GitHub keeps for its source commit. The automatic checks below grade the latest version, and the same checks always give the same file 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 francostino/opencode-skills-collection/ai-sre-incident-response@sha256:b9654a5db9e03c99The line at the top of this page pins the label v1.0, which is what most people want. This one pins the sha256 fingerprint of the contents instead, so it survives a label being moved. Either way the exact version is written to mdr.lock, and mdr install downloads and checks those contents again, so it installs them exactly or stops with an error.
[](https://markdownregistry.com/a/art_hzqf5ocx36oslucu)
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Versions
The registry has recorded 1 version of this file, committed on Sep 21, 2026.
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
francostino/opencode-skills-collection · 87 stars · license MIT · pushed 2026-10-18 · branch main
API
GET https://markdownregistry.com/api/v1/artifacts/art_hzqf5ocx36oslucu GET https://markdownregistry.com/api/v1/resolve?ref=francostino/opencode-skills-collection/ai-sre-incident-response GET https://markdownregistry.com/api/v1/blob/b9654a5db9e03c99b4f000a4f3dfb8f20c999b6c62eff12ef004fd1ef29c9b72
Your AI assistant 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.
Guides: the SKILL.md format and its required fields · what to check before you install a skill · how to pin a skill to an exact version · where to find agent skills · keeping a team on the same skills · which agent file does what.
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