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.
Comprehensive content quality and maintenance assessment. An agent skill from dandye/ai-runbooks.
Install Audit Content
$ npx skills add dandye/ai-runbooks --skill audit-content -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install dandye/ai-runbooks audit-content --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/dandye/ai-runbooks.git skills-src && mkdir -p .claude/skills && cp -r skills-src/skills/audit-content .claude/skills/audit-content && 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 "audit-content" agent skill from https://github.com/dandye/ai-runbooks/tree/main/skills/audit-content into .claude/skills/audit-content/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-content", 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/dandye/ai-runbooks/tree/main/skills/audit-contentType 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 dandye/ai-runbooks --skill audit-content -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install dandye/ai-runbooks audit-content --agent codexProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dandye/ai-runbooks.git skills-src && mkdir -p .agents/skills && cp -r skills-src/skills/audit-content .agents/skills/audit-content && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "audit-content" agent skill from https://github.com/dandye/ai-runbooks/tree/main/skills/audit-content into .agents/skills/audit-content/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-content", 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 dandye/ai-runbooks --skill audit-content -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install dandye/ai-runbooks audit-content --agent cursorProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dandye/ai-runbooks.git skills-src && mkdir -p .cursor/skills && cp -r skills-src/skills/audit-content .cursor/skills/audit-content && 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 "audit-content" agent skill from https://github.com/dandye/ai-runbooks/tree/main/skills/audit-content into .cursor/skills/audit-content/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-content", 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/dandye/ai-runbooks.git --path skills/audit-content--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 dandye/ai-runbooks --skill audit-content -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install dandye/ai-runbooks audit-content --agent gemini-cliProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dandye/ai-runbooks.git skills-src && mkdir -p .gemini/skills && cp -r skills-src/skills/audit-content .gemini/skills/audit-content && 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 "audit-content" agent skill from https://github.com/dandye/ai-runbooks/tree/main/skills/audit-content into .gemini/skills/audit-content/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-content", 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 dandye/ai-runbooks audit-contentInstalls 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 dandye/ai-runbooks --skill audit-content -a github-copilotProject install goes to .agents/skills/; add -g for ~/.copilot/skills/.
$ git clone --depth 1 https://github.com/dandye/ai-runbooks.git skills-src && mkdir -p .github/skills && cp -r skills-src/skills/audit-content .github/skills/audit-content && 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 "audit-content" agent skill from https://github.com/dandye/ai-runbooks/tree/main/skills/audit-content into .github/skills/audit-content/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-content", 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 dandye/ai-runbooks --skill audit-content -a opencodeOpenCode documents no install command of its own. Project install goes to .agents/skills/; add -g for ~/.config/opencode/skills/.
$ gh skill install dandye/ai-runbooks audit-content --agent opencodeProject scope by default (.agents/skills/); add --scope user for a personal install.
$ git clone --depth 1 https://github.com/dandye/ai-runbooks.git skills-src && mkdir -p .opencode/skills && cp -r skills-src/skills/audit-content .opencode/skills/audit-content && 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 "audit-content" agent skill from https://github.com/dandye/ai-runbooks/tree/main/skills/audit-content into .opencode/skills/audit-content/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "audit-content", 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
audit-content- GitHub stars
- 127
- Token cost
- ~636 tokens
- SKILL.md length
- 259 words
- Files
- 1
- Skills in repo
- 27
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Comprehensive content quality and maintenance assessment. An agent skill from dandye/ai-runbooks.
- Works in 3 steps: Inventory & Freshness Check → Quality Assessment → Issues & Recommendations
- Security work in your project
- SKILL.md covers Inputs, Workflow, Required Outputs and Quick Reference
- Instructions only: no scripts, shell commands, URLs or credentials in SKILL.md
What it does
Audit Content is an agent skill from dandye/ai-runbooks. Comprehensive content quality and maintenance assessment. Evaluates documentation quality, relevance, maintenance needs, and provides actionable recommendations.
Its SKILL.md is about 640 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. The licence is Apache-2.0.
When your agent uses it
- Security work in your project
Example prompts
- “/audit-content”
Workflow steps
3 steps, taken from the step headings in SKILL.md.
What it can do on your machine
Read from SKILL.md and the folder at commit 72a6863. 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
Audit Content loads about 636 tokens when it runs. Until then it costs about 44 tokens; SKILL.md has 259 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 dandye/ai-runbooks at commit 72a6863, republished under its Apache-2.0 licence (© dandye). 259 words, ~636 tokens.
Download SKILL.mdSave it as
.claude/skills/audit-content/SKILL.md (or your agent's skills folder).- name
- audit-content
- description
- Comprehensive content quality and maintenance assessment. Evaluates documentation quality, relevance, maintenance needs, and provides actionable recommendations.
- type
- Skill
- required_roles.scribe
- roles/scribe.editor
- personas
- information-architect, content-strategist, editor
- generated.by
- process:google-labs-jules
- generated.at
- 2026-01-29T21:19:07Z
Content Audit Skill
Perform a comprehensive quality and maintenance assessment of documentation or content. This skill evaluates content against quality standards, checks for freshness, identifies maintenance needs, and provides actionable recommendations.
Inputs
PATH- The directory or file path to audit (e.g., "/docs")SEVERITY- (Optional) Minimum severity level to report: "low", "medium", "high" (default: "medium")CATEGORY- (Optional) Categories to audit: "all", "quality", "relevance", "links", "metadata" (default: "all")FIX_MODE- (Optional) Boolean, whether to suggest or apply automated fixes where possible (default: false)
Workflow
Step 1: Inventory & Freshness Check
Scan the target PATH to list all content assets.
- Check "Last Modified" dates.
- Identify outdated content (e.g., > 6 months old).
- Verify author/owner metadata.
Step 2: Quality Assessment
Evaluate content against quality metrics:
- Clarity & Readability: Is the content easy to understand? (e.g., plain language).
- Completeness: Does it cover the topic sufficiently?
- Accuracy: Are there broken links, deprecated terms, or incorrect instructions?
- Structure: Does it follow standard templates and formatting?
Step 3: Issues & Recommendations
Generate a report of identified issues, categorized by severity:
- High: Broken paths, critical misinformation, missing required sections.
- Medium: Outdated styling, poor readability, minor inaccuracies.
- Low: Typos, inconsistent formatting.
If FIX_MODE is enabled, generate or apply suggestions for fixes.
Required Outputs
A CONTENT_AUDIT_REPORT in markdown format containing:
- Summary: Total files, overall quality score, critical issues count.
- Detailed Findings: Table of issues per file with severity.
- Action Items: Prioritized list of recommended changes.
- Freshness Report: List of stale or outdated documents.
Quick Reference
- Purpose: Support content maintenance planning and quality improvement.
- Key Metrics: Quality Score (0-100), Freshness (Age in days), Link Health (% valid).
© dandye, Apache-2.0. 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 skills/audit-content of dandye/ai-runbooks.
Open the folder on GitHubat commit 72a6863
Compare with similar skills
Audit Content 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 |
|---|---|---|---|---|---|---|
| Audit Content this skilldandye/ai-runbooks | 127 | — | ~636 | Automated safety check: Pass | Apache-2.0 | |
| Kubernetes Network Security Auditkubeshark/kubeshark | 12k | — | ~7.3k | Automated safety check: Notes | Apache-2.0 | |
| Google Cloud PAM Helpergoogle/skills | 21k | — | ~3.2k | Automated safety check: Pass | Apache-2.0 | |
| Cyberowlaikarimhabush/cyberowl | 263 | — | ~2.5k | Automated safety check: Pass | MIT | |
| DefectDojo Vulnerability ManagementAgentSecOps/SecOpsAgentKit | 220 | — | ~2.3k | Automated safety check: Pass | Custom licence | |
| Runtime Provisionernealbridges/VulnHunter | 666 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 |
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Questions about Audit Content
What does Audit Content do?
Comprehensive content quality and maintenance assessment. An agent skill from dandye/ai-runbooks. Audit Content is an agent skill from dandye/ai-runbooks. Comprehensive content quality and maintenance assessment.
When should I use Audit Content?
Audit Content fits situations like: security work in your project.
How do I install Audit Content in Claude Code?
Run `npx skills add dandye/ai-runbooks --skill audit-content -a claude-code`. Or copy the skill folder (skills/audit-content in dandye/ai-runbooks) into .claude/skills/audit-content in your project. Claude Code loads it when a task matches its description.
How do I install Audit Content in Codex?
Run `npx skills add dandye/ai-runbooks --skill audit-content -a codex`. Or copy the skill folder (skills/audit-content in dandye/ai-runbooks) into .agents/skills/audit-content in your project. Codex loads it when a task matches its description.
Can I use Audit Content 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 dandye/ai-runbooks --skill audit-content -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/audit-content, .gemini/skills/audit-content, .github/skills/audit-content and .opencode/skills/audit-content in your project.
What does Audit Content need to run?
SKILL.md names no scripts, command-line tools or credentials: Audit Content is instructions for the agent only.
Does Audit Content 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 Audit Content 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 Audit Content use?
Audit Content is published under the Apache-2.0 licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.
How many tokens does Audit Content use?
About 636 tokens (SKILL.md is roughly 2.5k 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 Audit Content?
Skills that share tags, products or a category with Audit Content: Kubernetes Network Security Audit (kubeshark/kubeshark, 12k stars), Google Cloud PAM Helper (google/skills, 21k stars), Cyberowlai (karimhabush/cyberowl, 263 stars) and DefectDojo Vulnerability Management (AgentSecOps/SecOpsAgentKit, 220 stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.
Who maintains Audit Content?
dandye (a GitHub user) maintains it in dandye/ai-runbooks, which has 127 GitHub stars. The repository holds 27 skills in this directory. The repository was last updated on August 14, 2026.
Source: dandye/ai-runbooks on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.