Agent skill · data analytics · aiskillstore
observability-monitoring-slo-implement
You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices. Design comprehensive SLO frameworks, establish meaningful SLIs, and create monitoring systems that balance reliability with feature velocity.
Why this skill is useful
Provides domain-specific knowledge on SLO frameworks and error budget practices that the AI wouldn't reliably generate on its own.
What it needs
About 1k tokens when loaded. Last updated 2026-08-07. 405 stars on the source repository.
What this skill does
SLO Implementation Guide You are an SLO (Service Level Objective) expert specializing in implementing reliability standards and error budget-based engineering practices. Design comprehensive SLO frameworks, establish meaningful SLIs, and create monitoring systems that balance reliability with feature velocity. Use this skill when Defining SLIs/SLOs and error budgets for services Building SLO dashboards, alerts, or reporting workflows Aligning reliability targets with business priorities Standardizing reliability practices across teams Do not use this skill when You only need basic monitoring without reliability targets There is no access to service telemetry or metrics The task is unrelated to service reliability Context The user needs to implement SLOs to establish reliability targets, measure service performance, and make data-driven decisions about reliability vs. feature development. Focus on practical SLO implementation that aligns with business objectives. Requirements $ARGUMENTS Instructions Clarify goals, constraints, and required inputs. Apply relevant best practices and validate outcomes. Provide actionable steps and verification. If detailed examples are required, open resources/implementation-playbook.md. Safety Avoid setting SLOs without stakeholder alignment and data validation. Do not alert on metrics that include sensitive or personal data. Resources resources/implementation-playbook.md for detailed patterns and examples. Limitations Use this skill only when the task clearly matches the scope described above. Do not treat the output as a substitute for environment-specific validation, testing, or expert review. Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.
How to use it
Reference it in AdaL, Claude Code, Cursor or any coding agent — nothing to install:
@skills aiskillstore/observability-monitoring-slo-implement