Kubernetes Network Security Audit
kubeshark/kubeshark
Hunts for compromised workloads and malicious traffic in a Kubernetes cluster by sweeping network data through Kubeshark MCP, mapped to MITRE ATT&CK.
Run full security scans on the codebase using Ruflo security tools.
Install Security Scan
$ npx skills add ruvnet/ruflo --skill security-scan -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install ruvnet/ruflo security-scan --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/ruvnet/ruflo.git skills-src && mkdir -p .claude/skills && cp -r skills-src/plugins/ruflo-security-audit/skills/security-scan .claude/skills/security-scan && 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 "security-scan" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-security-audit/skills/security-scan into .claude/skills/security-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "security-scan", 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/ruvnet/ruflo/tree/main/plugins/ruflo-security-audit/skills/security-scanType 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 ruvnet/ruflo --skill security-scan -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install ruvnet/ruflo security-scan --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .agents/skills && cp -r skills-src/plugins/ruflo-security-audit/skills/security-scan .agents/skills/security-scan && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "security-scan" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-security-audit/skills/security-scan into .agents/skills/security-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "security-scan", 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 ruvnet/ruflo --skill security-scan -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install ruvnet/ruflo security-scan --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/plugins/ruflo-security-audit/skills/security-scan .cursor/skills/security-scan && 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 "security-scan" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-security-audit/skills/security-scan into .cursor/skills/security-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "security-scan", 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/ruvnet/ruflo.git --path plugins/ruflo-security-audit/skills/security-scan--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 ruvnet/ruflo --skill security-scan -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install ruvnet/ruflo security-scan --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/plugins/ruflo-security-audit/skills/security-scan .gemini/skills/security-scan && 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 "security-scan" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-security-audit/skills/security-scan into .gemini/skills/security-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "security-scan", 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 ruvnet/ruflo security-scanInstalls 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 ruvnet/ruflo --skill security-scan -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .github/skills && cp -r skills-src/plugins/ruflo-security-audit/skills/security-scan .github/skills/security-scan && 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 "security-scan" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-security-audit/skills/security-scan into .github/skills/security-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "security-scan", 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 ruvnet/ruflo --skill security-scan -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install ruvnet/ruflo security-scan --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/ruvnet/ruflo.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/plugins/ruflo-security-audit/skills/security-scan .opencode/skills/security-scan && 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 "security-scan" agent skill from https://github.com/ruvnet/ruflo/tree/main/plugins/ruflo-security-audit/skills/security-scan into .opencode/skills/security-scan/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "security-scan", 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
security-scan- GitHub stars
- 74k
- Token cost
- ~298 tokens
- SKILL.md length
- 49 words
- Files
- 1
- Skills in repo
- 264
- Repo updated
- First seen
- Licence
- MIT
At a glance
Run full security scans on the codebase using Ruflo security tools.
- Reviewing PRs for security regressions
- Calls npx
- Auditing auth/input-handling code
- Before production deploys
What it does
Security Scan is an agent skill from ruvnet/ruflo. Run full security scans on the codebase using Ruflo security tools. Use when reviewing PRs for security regressions, auditing auth/input-handling code, before production deploys, or when the user asks for a security check at quick/standard/deep depth.
Its SKILL.md is about 300 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.
It sits in Security, covering Security review. It works with Model Context Protocol. The repository describes itself as: 🌊 The original agent harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory…. The licence is MIT.
When your agent uses it
- Reviewing PRs for security regressions
- Auditing auth/input-handling code
- Before production deploys
- The user asks for a security check at quick/standard/deep depth
Example prompts
- “/security-scan”
Requirements
- Node.js
- Pre-approved tools (allowed-tools): Bash(npx *), mcp__plugin_ruflo-core_ruflo__memory_store, mcp__plugin_ruflo-core_ruflo__hooks_post-task, Read, Grep
What it can do on your machine
Read from SKILL.md and the folder at commit de590e1. It shows what the files ask for, not the result of running them.
Tool permissions
Pre-approves these tools, so the agent can use them without asking each time:
Bash(npx *)mcp__plugin_ruflo-core_ruflo__memory_storemcp__plugin_ruflo-core_ruflo__hooks_post-taskReadGrep
From allowed-tools in the SKILL.md frontmatter.
Runs code
Shell commands in SKILL.md call:
npx
From the folder's file list and the shell code blocks in SKILL.md.
Network
No URLs in SKILL.md. Its commands use npx, which can reach the network depending on how they are called.
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
Security Scan loads about 298 tokens when it runs. Until then it costs about 66 tokens; SKILL.md has 49 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
The full file from ruvnet/ruflo at commit de590e1, republished under its MIT licence (© ruvnet). 49 words, ~298 tokens.
Download SKILL.mdSave it as
.claude/skills/security-scan/SKILL.md (or your agent's skills folder).- name
- security-scan
- description
- Run full security scans on the codebase using Ruflo security tools. Use when reviewing PRs for security regressions, auditing auth/input-handling code, before production deploys, or when the user asks for a security check at quick/standard/deep depth.
- allowed-tools
- Bash(npx *), mcp__plugin_ruflo-core_ruflo__memory_store, mcp__plugin_ruflo-core_ruflo__hooks_post-task, Read, Grep
- argument-hint
- [depth: quick|standard|deep]
Run a security scan at the specified depth.
Via CLI:
npx @claude-flow/cli@latest security scan --depth DEPTH --output json
npx @claude-flow/cli@latest security cve --list
npx @claude-flow/cli@latest security threats --model stride --export md| Depth | Checks |
|---|---|
| quick | Dependencies, known CVEs |
| standard | + Input validation, path traversal, secrets |
| deep | + Threat modeling, injection vectors, auth flows |
Store findings via MCP: mcp__plugin_ruflo-core_ruflo__memory_store({ key: "scan-findings", value: "SUMMARY", namespace: "security-findings" })
Train patterns: mcp__plugin_ruflo-core_ruflo__hooks_post-task({ taskId: "security-scan", success: true, storeResults: true })
© ruvnet, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file
Files
Just SKILL.md in plugins/ruflo-security-audit/skills/security-scan of ruvnet/ruflo.
Open the folder on GitHubat commit de590e1
Compare with similar skills
Security Scan 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 |
|---|---|---|---|---|---|---|
| Security Scan this skillruvnet/ruflo | 74k | — | ~298 | Automated safety check: Pass | MIT | |
| Kubernetes Network Security Auditkubeshark/kubeshark | 12k | — | ~7.3k | Automated safety check: Notes | Apache-2.0 | |
| Security Reviewktnyt/cclsp | 675 | — | ~565 | Automated safety check: Pass | MIT | |
| Ripwire Security Scanredhat-et/ripwire | 2.4k | — | ~2.8k | Automated safety check: Warn | Apache-2.0 | |
| Azure Compliancemicrosoft/GitHub-Copilot-for-Azure | 255 | 2 repos | ~997 | Automated safety check: Pass | MIT | |
| Security Passcyanheads/pubmed-mcp-server | 154 | — | ~6.4k | Automated safety check: Pass | Apache-2.0 |
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Security Review
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Ripwire Security Scan
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Security review: (1) vet an untrusted SKILL.md or .mcp.json BEFORE installing it — the injection/exfiltration scanner; CRITICAL blocks the install; (2) audit code on an untrusted-input path (a…
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Azure Compliance
microsoft/GitHub-Copilot-for-Azure
Run Azure compliance and security audits with azqr plus Key Vault expiration checks.
Security Pass
cyanheads/pubmed-mcp-server
Review an MCP server for common security gaps: LLM-facing surfaces as injection vector (tools, resources, prompts, descriptions), scope blast radius, destructive ops without consent, upstream auth…
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Read-only audit of MCP definition language across an existing surface — tools, resources, prompts, server instructions.
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Related
Works with
Categories
Questions about Security Scan
What does Security Scan do?
Run full security scans on the codebase using Ruflo security tools. Security Scan is an agent skill from ruvnet/ruflo. Run full security scans on the codebase using Ruflo security tools.
When should I use Security Scan?
Security Scan fits situations like: reviewing PRs for security regressions; auditing auth/input-handling code; before production deploys; the user asks for a security check at quick/standard/deep depth.
How do I install Security Scan in Claude Code?
Run `npx skills add ruvnet/ruflo --skill security-scan -a claude-code`. Or copy the skill folder (plugins/ruflo-security-audit/skills/security-scan in ruvnet/ruflo) into .claude/skills/security-scan in your project. Claude Code loads it when a task matches its description.
How do I install Security Scan in Codex?
Run `npx skills add ruvnet/ruflo --skill security-scan -a codex`. Or copy the skill folder (plugins/ruflo-security-audit/skills/security-scan in ruvnet/ruflo) into .agents/skills/security-scan in your project. Codex loads it when a task matches its description.
Can I use Security Scan 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 ruvnet/ruflo --skill security-scan -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/security-scan, .gemini/skills/security-scan, .github/skills/security-scan and .opencode/skills/security-scan in your project.
What does Security Scan need to run?
Going by SKILL.md and its folder, Security Scan needs the command-line tools its instructions call (npx). Our summary lists: Node.js. Its frontmatter pre-approves these tools: Bash(npx *), mcp__plugin_ruflo-core_ruflo__memory_store, mcp__plugin_ruflo-core_ruflo__hooks_post-task, Read, Grep.
Does Security Scan access the network?
SKILL.md contains no URLs. Its commands use npx, which can reach the network depending on how they are called. This is read from the text; nothing was executed.
Is Security Scan 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 Security Scan use?
Security Scan is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Security Scan use?
About 298 tokens (SKILL.md is roughly 1.2k 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 Security Scan?
Skills that share tags, products or a category with Security Scan: Kubernetes Network Security Audit (kubeshark/kubeshark, 12k stars), Security Review (ktnyt/cclsp, 675 stars), Ripwire Security Scan (redhat-et/ripwire, 2.4k stars) and Azure Compliance (microsoft/GitHub-Copilot-for-Azure, 255 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Security Scan?
ruvnet (a GitHub user) maintains it in ruvnet/ruflo, which has 74,012 GitHub stars. The repository holds 264 skills in this directory. The repository was last updated on October 7, 2026.
Source: ruvnet/ruflo on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.