AI Skills for PagerDuty

Create structured incident response runbooks with step-by-step procedures, escalation paths, and recovery actions. Use when building runbooks, responding to incidents, or establishing incident response procedures.

Manage incidents, on-call schedules, and alerts via PagerDuty API. Trigger and resolve incidents programmatically.

Production MLOps and ML/LLM/agent security skill for deploying and operating ML systems in production (registry + CI/CD, serving, monitoring/drift, evaluation loops, incident response/runbooks, and governance), including GenAI security (prompt injection, jailbreaks, RAG security, privacy, and sup...

Designs and configures alerting rules for monitoring systems

Use when designing/modifying system architecture or evaluating technology choices. Enforces 7-section TodoWrite with 22+ items. Triggers: "design architecture", "system design", "architectural decision", "should we use [tech]", "compare [A] vs [B]", "add new service", "microservices", "database c...

Expert in resilience testing, fault injection, and building anti-fragile systems using controlled experiments.

Optimize Clay costs through tier selection, sampling, and usage monitoring. Use when analyzing Clay billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "clay cost", "clay billing", "reduce clay costs", "clay pricing", "clay expensive", "clay ...

Optimize Clay costs through tier selection, sampling, and usage monitoring. Use when analyzing Clay billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "clay cost", "clay billing", "reduce clay costs", "clay pricing", "clay expensive", "clay ...

Optimize CodeRabbit costs through tier selection, sampling, and usage monitoring. Use when analyzing CodeRabbit billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "coderabbit cost", "coderabbit billing", "reduce coderabbit costs", "coderabbi...

Techniques for gaining visibility into cloud spending, attributing costs to business units, and detecting financial anomalies.

Techniques and tools for ensuring the accuracy, completeness, and reliability of data across the pipeline.

Use when designing deployment pipelines, CI/CD, terraform, or infrastructure automation. Enforces rollback checkpoint then TodoWrite with 19+ items. Triggers: "deploy", "CI/CD", "kubernetes", "terraform". If thinking "rollback later" - use this first.

Use this skill when designing or reviewing CI/CD pipelines, deployment strategies, observability systems, incident response, or any system involving production operations and reliability. Applies operational thinking to specifications, designs, and implementations.

Expert error coordinator specializing in distributed error handling, failure recovery, and system resilience. Masters error correlation, cascade prevention, and automated recovery strategies across multi-agent systems with focus on minimizing impact and learning from failures.

Defining clear ownership models and escalation procedures to ensure incidents are handled by the right people at the right time.

Optimize Exa costs through tier selection, sampling, and usage monitoring. Use when analyzing Exa billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "exa cost", "exa billing", "reduce exa costs", "exa pricing", "exa expensive", "exa budget".

Optimize Exa costs through tier selection, sampling, and usage monitoring. Use when analyzing Exa billing, reducing API costs, or implementing usage monitoring and budget alerts. Trigger with phrases like "exa cost", "exa billing", "reduce exa costs", "exa pricing", "exa expensive", "exa budget".

This skill enables Claude to monitor and analyze application error rates to improve reliability. It is used when the user needs to track and understand errors occurring in their application, including HTTP errors, application exceptions, database errors, external API errors, background job errors...

Implement comprehensive alert management with PagerDuty, escalation policies, and incident coordination. Use when setting up alerting systems, managing on-call schedules, or coordinating incident response.

Real-time alerting and notification system for Univers infrastructure. Use this when you need to monitor system health, service status, and send proactive alerts when thresholds are exceeded or services fail.