serverless-slo-definition-monitoring

Included with Lifetime

$97 forever

Service Level Objective (SLO) definition and monitoring for serverless applications. PROACTIVELY activate for: (1) Defining SLOs for serverless functions, (2) Setting up error budgets, (3) Configuring SLI metrics, (4) Monitoring latency percentiles, (5) Availability tracking. Triggers: "SLO", "SLI", "error budget", "availability", "latency", "percentile", "service level", "reliability"

Data & Analytics

What this skill does


# Serverless SLO Definition and Monitoring

This skill provides expertise in defining and monitoring Service Level Objectives for serverless applications.

## Overview

SLOs define the reliability targets for your services, enabling data-driven decisions about feature development vs. reliability work.

## Key Concepts

- **SLI (Service Level Indicator)**: Quantitative measure of service behavior (latency, error rate)
- **SLO (Service Level Objective)**: Target value for an SLI (99.9% availability)
- **Error Budget**: Allowable amount of unreliability (100% - SLO target)
- **Burn Rate**: How quickly error budget is being consumed

## Common SLIs for Serverless

1. **Availability**: Percentage of successful requests
2. **Latency**: Response time percentiles (p50, p95, p99)
3. **Throughput**: Requests per second
4. **Error Rate**: Percentage of failed requests

## Example SLO Definitions

```yaml
slos:
  - name: api-availability
    sli: successful_requests / total_requests
    target: 99.9%
    window: 30d

  - name: api-latency
    sli: requests_under_500ms / total_requests
    target: 95%
    window: 30d
```

## Best Practices

1. Start with achievable SLOs and tighten over time
2. Use error budgets to balance velocity and reliability
3. Alert on burn rate, not individual failures
4. Review and adjust SLOs quarterly

[Content to be expanded based on plugin_spec_agentient-observability.md specifications]

Files: 1

Size: 2.1 KB

Complexity: 13/100

Category: Data & Analytics

Source: https://github.com/agentient/vibekit/tree/main/plugins/observability-tools/skills/serverless-slo-definition-monitoring

Related in Data & Analytics

clawarr-suite

Included

Comprehensive management for self-hosted media stacks (Sonarr, Radarr, Lidarr, Readarr, Prowlarr, Bazarr, Overseerr, Plex, Tautulli, SABnzbd, Recyclarr, Unpackerr, Notifiarr, Maintainerr, Kometa, FlareSolverr). Deep library exploration, analytics, dashboard generation, content management, request handling, subtitle management, indexer control, download monitoring, quality profile sync, library cleanup automation, notification routing, collection/overlay management, and media tracker integration (Trakt, Letterboxd, Simkl).

Data & Analyticsscripts

querying-soql

Included

SOQL query generation, optimization, and analysis with 100-point scoring. Use this skill when the user needs SOQL/SOSL authoring or optimization: natural-language-to-query generation, relationship queries, aggregates, query-plan analysis, and performance or safety improvements for Salesforce queries. TRIGGER when: user writes, optimizes, or debugs SOQL/SOSL queries, touches .soql files, or asks about relationship queries, aggregates, or query performance. DO NOT TRIGGER when: bulk data operations (use handling-sf-data), Apex DML logic (use generating-apex), or report/dashboard queries.

Data & Analyticsscripts

app-store-optimization

Included

App Store Optimization (ASO) toolkit for researching keywords, analyzing competitor rankings, generating metadata suggestions, and improving app visibility on Apple App Store and Google Play Store. Use when the user asks about ASO, app store rankings, app metadata, app titles and descriptions, app store listings, app visibility, or mobile app marketing on iOS or Android. Supports keyword research and scoring, competitor keyword analysis, metadata optimization, A/B test planning, launch checklists, and tracking ranking changes.

Data & Analyticsscripts

habit-flow

Included

AI-powered atomic habit tracker with natural language logging, streak tracking, smart reminders, and coaching. Use for creating habits, logging completions naturally ("I meditated today"), viewing progress, and getting personalized coaching.

Data & Analyticsscripts

app-store-optimization

Included

Data & Analyticsscripts

visualizing-data

Included

Builds dashboards, reports, and data-driven interfaces requiring charts, graphs, or visual analytics. Provides systematic framework for selecting appropriate visualizations based on data characteristics and analytical purpose. Includes 24+ visualization types organized by purpose (trends, comparisons, distributions, relationships, flows, hierarchies, geospatial), accessibility patterns (WCAG 2.1 AA compliance), colorblind-safe palettes, and performance optimization strategies. Use when creating visualizations, choosing chart types, displaying data graphically, or designing data interfaces.

Data & Analyticsscripts