Kubernetes Network Root Cause Analysis
kubeshark/kubeshark
Investigates past Kubernetes incidents from Kubeshark traffic snapshots: takes captures, dissects API calls, extracts PCAPs and compares traffic over time.
Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.
Install Devops Troubleshooter
$ npx skills add aiskillstore/marketplace --skill devops-troubleshooter -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install aiskillstore/marketplace devops-troubleshooter --agent claude-codeProject scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/sickn33/devops-troubleshooter .claude/skills/devops-troubleshooter && rm -rf skills-srcUse ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.
Claude Code skills documentation · loads skills from .claude/skills/
Install the "devops-troubleshooter" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/devops-troubleshooter into .claude/skills/devops-troubleshooter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devops-troubleshooter", then confirm the skill loads.Claude Code copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$skill-installer install https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/devops-troubleshooterType this inside Codex. $skill-installer <name> installs a curated skill from openai/skills. The installer writes to $CODEX_HOME/skills (default ~/.codex/skills). Restart Codex if the skill does not show up.
$ npx skills add aiskillstore/marketplace --skill devops-troubleshooter -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install aiskillstore/marketplace devops-troubleshooter --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/sickn33/devops-troubleshooter .agents/skills/devops-troubleshooter && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "devops-troubleshooter" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/devops-troubleshooter into .agents/skills/devops-troubleshooter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devops-troubleshooter", then confirm the skill loads.Codex copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill devops-troubleshooter -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install aiskillstore/marketplace devops-troubleshooter --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/sickn33/devops-troubleshooter .cursor/skills/devops-troubleshooter && rm -rf skills-srcUse ~/.cursor/skills/ instead of .cursor/skills for a personal install.
Cursor skills documentation · loads skills from .cursor/skills/, .agents/skills/, .claude/skills/, .codex/skills/
Install the "devops-troubleshooter" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/devops-troubleshooter into .cursor/skills/devops-troubleshooter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devops-troubleshooter", then confirm the skill loads.Cursor copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gemini skills install https://github.com/aiskillstore/marketplace.git --path skills/sickn33/devops-troubleshooter--scope user (default) or --scope workspace; --path is the subfolder of the repo that holds the skill; --consent skips the security confirmation prompt.
$ npx skills add aiskillstore/marketplace --skill devops-troubleshooter -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install aiskillstore/marketplace devops-troubleshooter --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/sickn33/devops-troubleshooter .gemini/skills/devops-troubleshooter && rm -rf skills-srcUse ~/.gemini/skills/ instead of .gemini/skills for a personal install, then run /skills reload.
Gemini CLI skills documentation · loads skills from .gemini/skills/, .agents/skills/
Install the "devops-troubleshooter" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/devops-troubleshooter into .gemini/skills/devops-troubleshooter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devops-troubleshooter", then confirm the skill loads.Gemini CLI copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ gh skill install aiskillstore/marketplace devops-troubleshooterInstalls for Copilot at project scope by default; add --scope user for a personal install. Preview a skill first with gh skill preview. Needs GitHub CLI 2.90.0 or later (public preview).
$ npx skills add aiskillstore/marketplace --skill devops-troubleshooter -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/sickn33/devops-troubleshooter .github/skills/devops-troubleshooter && rm -rf skills-srcUse ~/.copilot/skills/ instead of .github/skills for a personal install. Commit .github/skills so cloud agent and code review can use it.
GitHub Copilot skills documentation · loads skills from .github/skills/, .claude/skills/, .agents/skills/
Install the "devops-troubleshooter" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/devops-troubleshooter into .github/skills/devops-troubleshooter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devops-troubleshooter", then confirm the skill loads.GitHub Copilot copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
$ npx skills add aiskillstore/marketplace --skill devops-troubleshooter -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install aiskillstore/marketplace devops-troubleshooter --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/aiskillstore/marketplace.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/sickn33/devops-troubleshooter .opencode/skills/devops-troubleshooter && rm -rf skills-srcUse ~/.config/opencode/skills/ instead of .opencode/skills for a personal install.
OpenCode skills documentation · loads skills from .opencode/skills/, .claude/skills/, .agents/skills/
Install the "devops-troubleshooter" agent skill from https://github.com/aiskillstore/marketplace/tree/main/skills/sickn33/devops-troubleshooter into .opencode/skills/devops-troubleshooter/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "devops-troubleshooter", then confirm the skill loads.OpenCode copies the folder itself, the same result as the manual copy. Check what it changed before you commit it.
Facts
- Skill name
devops-troubleshooter- GitHub stars
- 430
- Used in
- 7 other repos
- Token cost
- ~2.5k tokens
- SKILL.md length
- 1,054 words
- Files
- 2
- Skills in repo
- 1,108
- Repo updated
- First seen
- Licence
- None found
At a glance
Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.
- Works in 9 steps: Assess the situation with urgency… → Gather comprehensive data from logs,… → Form and test hypotheses systematically… → …
- Tasks that involve Observability
- SKILL.md covers Use this skill when, Do not use this skill when, Instructions and Purpose, plus 6 more sections
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Devops Troubleshooter is an agent skill from aiskillstore/marketplace. Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.
Its SKILL.md is about 2.5k tokens, which your agent loads only when the skill is triggered. The skill folder holds 1 other file (for example `skill-report.json`).
It sits in DevOps & Cloud, covering Observability, Debugging and Incident response. It works with Kubernetes. The repository describes itself as: Security-audited skills for Claude, Codex & Claude Code. One-click install, quality verified.
When your agent uses it
- Tasks that involve Observability
- Tasks that involve Debugging
- Tasks that involve Incident response
Example prompts
- “/devops-troubleshooter”
Requirements
- Docker
Workflow steps
9 steps, taken from the first numbered list in SKILL.md.
- Assess the situation with urgency appropriate to impact and scope
- Gather comprehensive data from logs, metrics, traces, and system state
- Form and test hypotheses systematically with minimal system disruption
- Implement immediate fixes to restore service while planning permanent solutions
- Document thoroughly for postmortem analysis and future reference
- Add monitoring and alerting to detect similar issues proactively
- Plan long-term improvements to prevent recurrence and improve system resilience
- Share knowledge through runbooks, documentation, and team training
- Conduct blameless postmortems to identify systemic improvements
What it can do on your machine
Read from SKILL.md and the folder at commit ad8daf7. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.
From allowed-tools in the SKILL.md frontmatter.
Runs code
No scripts in the folder and no shell commands in SKILL.md.
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md.
From URLs in SKILL.md, links to its own repository left out.
Credentials
Names no API keys, tokens, secrets or passwords.
From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.
Context cost
Devops Troubleshooter loads about 2.5k tokens when it runs. Until then it costs about 34 tokens; SKILL.md has 1,054 words of instructions outside code blocks.
Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.
Safety
Auto-check passed
The automated check found no risky patterns in SKILL.md.
Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.
SKILL.md
Without a licence we can't republish the file, so here is its outline and opening line. It has 1,054 words (~2,489 tokens).
“You are a DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability practices.”
- name
- devops-troubleshooter
- risk
- unknown
- source
- community
- date_added
- 2026-02-27
Files
SKILL.md and 1 other file in skills/sickn33/devops-troubleshooter of aiskillstore/marketplace.
- SKILL.md
- skill-report.json
Open the folder on GitHubat commit ad8daf7
Used in 7 other repositories
We found 20 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 7 other GitHub owners. This page covers the copy in aiskillstore/marketplace, which our catalogue first saw on October 7, 2026.
- sickn33/agentic-awesome-skillsskills/devops-troubleshooterplugins/agentic-awesome-skills/skills/devops-troubleshooter+3 more
- rmyndharis/antigravity-skillsskills/devops-troubleshooter
- Dokhacgiakhoa/Agent-Skills-4-Vibe-Coding-CLI.agent/skills/devops-troubleshooter
- agent-skills-hub/agent-skills-hubskills/devops-troubleshooter
- lingxling/awesome-skills-cnantigravity-awesome-skills/skills/devops-troubleshooterantigravity-awesome-skills/plugins/agentic-awesome-skills/skills/devops-troubleshooter+3 more
- benjaminasterA/antigravity-awesome-skillsskills/devops-troubleshooter
- henryalouf/ruflow.agents/skills/devops-troubleshooter.agents/skills/antigravity-awesome-skills/skills/devops-troubleshooter+4 more
Compare with similar skills
Devops Troubleshooter next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.
| Skill | Stars | Used in | Tokens | Auto-check | Licence | Repo updated |
|---|---|---|---|---|---|---|
| Devops Troubleshooter this skillaiskillstore/marketplace | 430 | 7 repos | ~2.5k | Automated safety check: Pass | None | |
| Kubernetes Network Root Cause Analysiskubeshark/kubeshark | 12k | — | ~5.3k | Automated safety check: Pass | Apache-2.0 | |
| Kubernetes Troubleshooting with Inspektor Gadgetinspektor-gadget/inspektor-gadget | 2.9k | — | ~2.3k | Automated safety check: Pass | Apache-2.0 | |
| Axiom SRE Investigatoropenclaw/clawhub | 9.5k | — | ~7.1k | Automated safety check: Pass | MIT | |
| Debugging Techniquesancoleman/ai-design-components | 526 | — | ~3.3k | Automated safety check: Pass | MIT | |
| Kubeshark Installerkubeshark/kubeshark | 12k | — | ~3.6k | Automated safety check: Notes | Apache-2.0 |
Similar skills
Kubernetes Troubleshooting with Inspektor Gadget
inspektor-gadget/inspektor-gadget
Traces what the kernel is doing for a misbehaving pod using Inspektor Gadget's eBPF tools, tagged with namespace, pod, container and node, without changing workloads.
Axiom SRE Investigator
openclaw/clawhub
Investigates incidents and production problems with hypothesis-driven debugging, queries Axiom observability data when available, and keeps secrets out of commands and output.
Debugging Techniques
ancoleman/ai-design-components
Debugging workflows for Python (pdb, debugpy), Go (delve), Rust (lldb), and Node.js, including container debugging (kubectl debug, ephemeral containers) and production-safe debugging techniques with…
Kubeshark Installer
kubeshark/kubeshark
Installs and configures Kubeshark on a Kubernetes cluster, choosing between the quick CLI path and a Helm install with custom values.
Kubeshark KFL2 Filter Reference
kubeshark/kubeshark
Syntax reference for KFL2, the CEL-based display filter language used to search Kubernetes network traffic captured by Kubeshark, loaded before any filter is written.
More from aiskillstore/marketplace
All 1,108 skills in this repoCode Stats
aiskillstore/marketplace
Analyze codebase with tokei (fast line counts by language) and difft (semantic AST-aware diffs).
File Search
aiskillstore/marketplace
Modern file and content search using fd, ripgrep (rg), and fzf.
Data Processing
aiskillstore/marketplace
Process JSON with jq and YAML/TOML with yq. An agent skill from aiskillstore/marketplace.
Doc Scanner
aiskillstore/marketplace
Scans for project documentation files (AGENTS.md, CLAUDE.md, GEMINI.md, COPILOT.md, CURSOR.md, WARP.md, and 15+ other formats) and synthesizes guidance.
Find Replace
aiskillstore/marketplace
Modern find-and-replace using sd (simpler than sed) and batch replacement patterns.
Investigating Codebases
aiskillstore/marketplace
Automatically activated when user asks how something works, wants to understand unfamiliar code, needs to explore a new codebase, or asks questions like "where is X implemented?", "how does Y…
Related
Works with
Categories
Questions about Devops Troubleshooter
What does Devops Troubleshooter do?
Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability. Devops Troubleshooter is an agent skill from aiskillstore/marketplace. Expert DevOps troubleshooter specializing in rapid incident response, advanced debugging, and modern observability.
When should I use Devops Troubleshooter?
Devops Troubleshooter fits situations like: tasks that involve Observability; tasks that involve Debugging; tasks that involve Incident response.
How do I install Devops Troubleshooter in Claude Code?
Run `npx skills add aiskillstore/marketplace --skill devops-troubleshooter -a claude-code`. Or copy the skill folder (skills/sickn33/devops-troubleshooter in aiskillstore/marketplace) into .claude/skills/devops-troubleshooter in your project. Claude Code loads it when a task matches its description.
How do I install Devops Troubleshooter in Codex?
Run `npx skills add aiskillstore/marketplace --skill devops-troubleshooter -a codex`. Or copy the skill folder (skills/sickn33/devops-troubleshooter in aiskillstore/marketplace) into .agents/skills/devops-troubleshooter in your project. Codex loads it when a task matches its description.
Can I use Devops Troubleshooter in Cursor, Gemini CLI or GitHub Copilot?
Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add aiskillstore/marketplace --skill devops-troubleshooter -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/devops-troubleshooter, .gemini/skills/devops-troubleshooter, .github/skills/devops-troubleshooter and .opencode/skills/devops-troubleshooter in your project.
What does Devops Troubleshooter need to run?
SKILL.md names no scripts, command-line tools or credentials: Devops Troubleshooter is instructions for the agent only. Our summary lists: Docker.
Does Devops Troubleshooter access the network?
SKILL.md contains no URLs. Any network use would come from the scripts or tools the agent runs. This is read from the text; nothing was executed.
Is Devops Troubleshooter safe to install?
Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.
What licence does Devops Troubleshooter use?
No licence was found for Devops Troubleshooter or its repository. Without one, default copyright applies: ask the author before reusing or redistributing it.
How many tokens does Devops Troubleshooter use?
About 2.5k tokens (SKILL.md is roughly 10k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.
What are the alternatives to Devops Troubleshooter?
Skills that share tags, products or a category with Devops Troubleshooter: Kubernetes Network Root Cause Analysis (kubeshark/kubeshark, 12k stars), Kubernetes Troubleshooting with Inspektor Gadget (inspektor-gadget/inspektor-gadget, 2.9k stars), Axiom SRE Investigator (openclaw/clawhub, 9.5k stars) and Debugging Techniques (ancoleman/ai-design-components, 526 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Devops Troubleshooter?
aiskillstore (a GitHub organization) maintains it in aiskillstore/marketplace, which has 430 GitHub stars. The repository holds 1,108 skills in this directory. The repository was last updated on October 7, 2026.
Source: aiskillstore/marketplace on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.