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Skills observability-monitoring-slo-implement
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observability-monitoring-slo-implement
Content revision r2 Safe 🌐 Network access⚙️ External commands
Implement Reliable SLO Monitoring
Teams often collect metrics without clear reliability targets or decision rules. This skill converts service goals and telemetry into measurable SLOs, error budgets, alerts, and reviews.
Supports: Claude Codex Code(CC)
Install with my Agent
Copy this request to your Agent. It includes the canonical Skill page and manifest.
Agent request
Review the Skillstore skill "observability-monitoring-slo-implement" from https://skillstore.io/skills/sickn33-observability-monitoring-slo-implement.md and its manifest at https://skillstore.io/api/skills/sickn33-observability-monitoring-slo-implement/manifest. Verify the artifact. You may proceed after verification, subject to the environment's own policy.Your Agent should still show its plan and request any confirmation required by the security policy.
Agent-readable resources
Use these links when an AI agent, crawler, or script needs clean context instead of reading the full page.
Test it
Using "observability-monitoring-slo-implement". Design an availability SLO for a customer checkout API with request metrics and a 30-day window.
Expected outcome:
- Indicator: successful eligible checkout requests divided by all eligible checkout requests.
- Target: 99.9 percent over a rolling 30-day window, pending baseline validation.
- Error budget: 0.1 percent of eligible requests may fail during the window.
- Validation: confirm status classifications, synthetic traffic exclusions, and low-volume behavior with service owners.
Using "observability-monitoring-slo-implement". Recommend alerts for an approved 99.9 percent availability SLO.
Expected outcome:
- Critical alert: fast burn across short and long windows, routed to the service owner.
- Warning alert: sustained slower burn, routed for investigation before the budget is exhausted.
- Each alert includes current burn rate, remaining budget, dashboard link, runbook link, and validation status.
Security Audit
Safev5 • 8/4/2026 Open versioned report
All eight static findings are false positives caused by placeholder URLs, Markdown formatting, safety guidance, CSS, and ordinary template syntax. No prompt injection, data exfiltration intent, concealed execution, or other semantic security issue was found.
2
Files scanned
1,130
Lines analyzed
0
Review items
0
False positives ignored
Risk Factors
🌐 Network access (2)
⚙️ External commands (2)
No confirmed security findings were detected by the latest completed static and semantic audit. This does not prove the skill has no side effects.
Audited by: codex View Audit History →
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APA citation
sickn33. (2026). observability-monitoring-slo-implement security audit report (audit version 5) [Author version unspecified]. Skillstore. https://skillstore.io/skills/sickn33-observability-monitoring-slo-implement/audits/5BibTeX citation
@techreport{sickn33-sickn33-observability-monitoring-slo-implement-2026,
author = {sickn33},
title = {observability-monitoring-slo-implement security audit report (audit version 5)},
institution = {Skillstore},
year = {2026},
number = {5},
url = {https://skillstore.io/skills/sickn33-observability-monitoring-slo-implement/audits/5},
note = {Author version unspecified}
}CITATION.cff
cff-version: 1.2.0
message: "If you use this Skill, cite its author and this versioned security audit report."
title: "observability-monitoring-slo-implement security audit report (audit version 5)"
version: "unspecified"
type: report
authors:
- name: "sickn33"
date-released: "2026-08-04"
url: "https://skillstore.io/skills/sickn33-observability-monitoring-slo-implement/audits/5"
identifiers:
- type: other
value: "skillstore:sickn33-observability-monitoring-slo-implement:audit:5"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: High 55
Architecture
85
Maintainability
87
Content
69
Community
83
Spec Compliance
What You Can Build
Launch a Service SLO
Define measurable indicators, targets, and error budgets for a production service with existing telemetry.
Add Actionable Reliability Alerts
Translate an approved SLO into burn-rate alerts and dashboard requirements that reduce noisy paging.
Establish Reliability Governance
Create review routines and error-budget policies that connect reliability performance with roadmap decisions.
Try These Prompts
Draft a Basic SLO
Create an SLO for [service] using [availability or latency metric]. Explain the SLI, target, measurement window, exclusions, and required validation.
Design SLIs from User Journeys
For [service], analyze these user journeys: [journeys]. Propose measurable SLIs using [telemetry], then rank them by user impact and implementation effort.
Build Error-Budget Alerts
Using this approved SLO: [SLO], design multi-window burn-rate alerts. Include warning and critical conditions, response ownership, and alert validation steps.
Create an SLO Operating Model
Design an SLO program for [organization]. Use [services], [business priorities], and [telemetry maturity]. Include governance, reporting, error-budget policy, adoption stages, and success measures.
Best Practices
- Start with user journeys and business impact before selecting available metrics.
- Validate event definitions, exclusions, traffic volume, and historical performance before approving targets.
- Pair every alert with clear ownership, response guidance, and an error-budget policy.
Avoid
- Do not copy example targets without checking service history and stakeholder expectations.
- Do not treat infrastructure health metrics as direct evidence of successful user outcomes.
- Do not page on every SLO deviation without burn-rate windows and actionable response criteria.
Frequently Asked Questions
What information should I provide?
Provide the service purpose, key user journeys, available telemetry, historical performance, business impact, ownership, and current incident practices.
Can this skill choose an SLO target automatically?
It can propose a target, but service owners and stakeholders must validate it against history, user expectations, and business risk.
Does this skill deploy Prometheus or Grafana resources?
No. It designs rules, queries, dashboards, and validation steps that engineers must adapt and deploy in their environment.
How does an error budget help delivery decisions?
It quantifies tolerated unreliability and supports agreed decisions about releases, incident work, and reliability investment.
Can it support latency and quality objectives?
Yes. The playbook covers availability, latency thresholds, and quality indicators when suitable telemetry and user-impact definitions exist.
How should sensitive telemetry be handled?
Use aggregated, access-controlled metrics and exclude personal or sensitive data. Complete required privacy and compliance reviews before deployment.
Developer Details
Author
sickn33License
MIT
Skillstore revision
r2
Version notice
The author did not declare a version.
Ref
81e05e636292629114b76cbb3922fbe57672fc02
Maintenance freshness
8/5/2026
Usage
6 downloads · 101 views
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