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Skills devops-troubleshooter
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devops-troubleshooter
Content revision r2 Safe ⚙️ External commands
Troubleshoot DevOps Incidents Systematically
Complex incidents often produce scattered signals across applications, infrastructure, and cloud services. This skill organizes evidence, tests hypotheses, and recommends immediate and preventive actions.
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 "devops-troubleshooter" from https://skillstore.io/skills/sickn33-devops-troubleshooter.md and its manifest at https://skillstore.io/api/skills/sickn33-devops-troubleshooter/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 "devops-troubleshooter". Checkout requests return intermittent gateway timeouts after a deployment.
Expected outcome:
- Impact assessment: Confirm affected regions, request volume, and customer error rate.
- Leading hypotheses: Upstream latency, connection pool exhaustion, or an unhealthy deployment subset.
- Next checks: Compare release timing, instance health, dependency latency, and timeout metrics.
- Recovery option: Route away from unhealthy instances or roll back after validating blast radius.
Using "devops-troubleshooter". Kubernetes pods restart with memory pressure during peak traffic.
Expected outcome:
- Evidence needed: Restart reasons, memory working set, limits, traffic rate, and recent configuration changes.
- Likely causes: Memory leak, undersized limit, workload spike, or excessive in-memory buffering.
- Validation: Correlate memory growth with request volume and compare affected replicas.
- Prevention: Add memory saturation alerts, load tests, and capacity review criteria.
Using "devops-troubleshooter". A deployment pipeline fails only in the production stage.
Expected outcome:
- Compare production permissions, variables, artifacts, network access, and policy checks with earlier stages.
- Identify the first failing operation and preserve its exact error context.
- Test the narrowest hypothesis without bypassing security controls or changing unrelated settings.
Security Audit
Safev5 • 7/23/2026 Open versioned report
All six static findings are false positives. Markdown path formatting, descriptive PowerShell references, and general troubleshooting language do not execute commands or direct system reconnaissance. No prompt injection, exfiltration intent, or unsafe automation was found in SKILL.md.
1
Files scanned
163
Lines analyzed
0
Review items
0
False positives ignored
Risk Factors
⚙️ 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 →
Share & cite this report
Share the versioned assessment report, neutral badge, embed card, and citations. Skillstore reports evidence without deciding whether this Skill is safe.
Copy report link
https://skillstore.io/skills/sickn33-devops-troubleshooter/audits/5?utm_source=security_passport&utm_medium=share&utm_campaign=versioned_reportMarkdown badge
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<a href="https://skillstore.io/skills/sickn33-devops-troubleshooter?utm_source=security_passport_badge"><img src="https://skillstore.io/badges/skills/sickn33-devops-troubleshooter/security.svg" alt="Skillstore security assessment" loading="lazy"></a>Embed card
<iframe src="https://skillstore.io/embed/skills/sickn33-devops-troubleshooter.html" title="Skillstore Security Assessment" sandbox="allow-popups allow-popups-to-escape-sandbox" loading="lazy" referrerpolicy="no-referrer" width="420" height="180"></iframe>Academic citations (APA · BibTeX · CFF)
APA citation
sickn33. (2026). devops-troubleshooter security audit report (audit version 5) [Author version unspecified]. Skillstore. https://skillstore.io/skills/sickn33-devops-troubleshooter/audits/5BibTeX citation
@techreport{sickn33-sickn33-devops-troubleshooter-2026,
author = {sickn33},
title = {devops-troubleshooter security audit report (audit version 5)},
institution = {Skillstore},
year = {2026},
number = {5},
url = {https://skillstore.io/skills/sickn33-devops-troubleshooter/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: "devops-troubleshooter security audit report (audit version 5)"
version: "unspecified"
type: report
authors:
- name: "sickn33"
date-released: "2026-07-23"
url: "https://skillstore.io/skills/sickn33-devops-troubleshooter/audits/5"
identifiers:
- type: other
value: "skillstore:sickn33-devops-troubleshooter:audit:5"
description: "Skillstore immutable audit report identifier"
Skillstore Score
Why this score Evidence Confidence: High 55
Architecture
85
Maintainability
87
Content
69
Community
91
Spec Compliance
What You Can Build
Triage a Production Outage
Organize symptoms, assess impact, and build a safe investigation sequence for restoring service.
Diagnose Kubernetes Failures
Analyze pod restarts, resource pressure, networking, storage, and deployment behavior using supplied evidence.
Prepare a Root Cause Review
Turn incident evidence into causal hypotheses, corrective actions, monitoring improvements, and postmortem inputs.
Try These Prompts
Assess a Service Problem
Help me diagnose [symptom] in [environment]. Ask for missing context, then provide a prioritized checklist with safe verification steps.
Investigate Kubernetes Restarts
Analyze these pod events, logs, and resource metrics for [workload]. Rank likely causes and propose low-impact tests for each hypothesis.
Correlate Distributed Signals
Correlate these logs, metrics, and traces across [services]. Identify the failure path, evidence gaps, and the safest remediation sequence.
Lead Incident Resolution
Create an incident plan for [impact and scope]. Separate containment, recovery, root cause validation, stakeholder updates, and long-term prevention.
Best Practices
- Provide timestamps, recent changes, impact, architecture context, and representative evidence.
- Validate one hypothesis at a time and record expected versus observed results.
- Review every command and remediation step for permissions, scope, and production impact.
Avoid
- Do not share secrets, private keys, access tokens, or unredacted customer data.
- Do not apply broad configuration changes before confirming the likely cause and rollback path.
- Do not treat plausible hypotheses as confirmed root causes without supporting evidence.
Frequently Asked Questions
Can this skill connect to my production environment?
No. It can analyze supplied evidence and use separately authorized tools, but it has no independent environment access.
Which platforms does it cover?
It covers Kubernetes, containers, AWS, Azure, GCP, CI/CD systems, databases, networks, and common observability platforms.
Does it provide exact troubleshooting commands?
It can recommend relevant commands when context supports them. Review permissions, arguments, and production impact before execution.
Can it perform root cause analysis?
It can develop and evaluate root cause hypotheses from provided evidence. Final conclusions still require environment validation.
Is it suitable for active incidents?
Yes. Provide impact, scope, symptoms, recent changes, and available telemetry so it can prioritize containment and recovery.
How should sensitive logs be handled?
Remove credentials, tokens, personal data, and unnecessary identifiers before sharing logs or configuration details.
Developer Details
Author
sickn33License
MIT
Skillstore revision
r2
Version notice
The author did not declare a version.
Repository
https://github.com/sickn33/antigravity-awesome-skills/tree/main/skills/devops-troubleshooterRef
f9e2c34b4f19c7f3e6b0a1e93227b5f77cc12526
Maintenance freshness
7/26/2026
Usage
12 downloads · 130 views
File structure
📄 SKILL.md
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