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.
Generate controlled vocabulary thesaurus for content domains.
Install Generate Thesaurus
$ npx skills add dandye/ai-runbooks --skill generate-thesaurus -a claude-codeProject install by default; add -g for ~/.claude/skills/.
$ gh skill install dandye/ai-runbooks generate-thesaurus --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/generate-thesaurus .claude/skills/generate-thesaurus && 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 "generate-thesaurus" agent skill from https://github.com/dandye/ai-runbooks/tree/main/skills/generate-thesaurus into .claude/skills/generate-thesaurus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "generate-thesaurus", 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/generate-thesaurusType 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 generate-thesaurus -a codexProject install goes to .agents/skills/; add -g for ~/.codex/skills/.
$ gh skill install dandye/ai-runbooks generate-thesaurus --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/generate-thesaurus .agents/skills/generate-thesaurus && rm -rf skills-srcUse ~/.agents/skills/ instead of .agents/skills for a personal install.
Codex skills documentation · loads skills from .agents/skills/
Install the "generate-thesaurus" agent skill from https://github.com/dandye/ai-runbooks/tree/main/skills/generate-thesaurus into .agents/skills/generate-thesaurus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "generate-thesaurus", 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 generate-thesaurus -a cursorProject install goes to .agents/skills/; add -g for ~/.cursor/skills/.
$ gh skill install dandye/ai-runbooks generate-thesaurus --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/generate-thesaurus .cursor/skills/generate-thesaurus && 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 "generate-thesaurus" agent skill from https://github.com/dandye/ai-runbooks/tree/main/skills/generate-thesaurus into .cursor/skills/generate-thesaurus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "generate-thesaurus", 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/generate-thesaurus--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 generate-thesaurus -a gemini-cliProject install goes to .agents/skills/; add -g for ~/.gemini/skills/.
$ gh skill install dandye/ai-runbooks generate-thesaurus --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/generate-thesaurus .gemini/skills/generate-thesaurus && 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 "generate-thesaurus" agent skill from https://github.com/dandye/ai-runbooks/tree/main/skills/generate-thesaurus into .gemini/skills/generate-thesaurus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "generate-thesaurus", 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 generate-thesaurusInstalls 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 generate-thesaurus -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/generate-thesaurus .github/skills/generate-thesaurus && 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 "generate-thesaurus" agent skill from https://github.com/dandye/ai-runbooks/tree/main/skills/generate-thesaurus into .github/skills/generate-thesaurus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "generate-thesaurus", 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 generate-thesaurus -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 generate-thesaurus --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/generate-thesaurus .opencode/skills/generate-thesaurus && 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 "generate-thesaurus" agent skill from https://github.com/dandye/ai-runbooks/tree/main/skills/generate-thesaurus into .opencode/skills/generate-thesaurus/ in this project. Copy the whole folder (SKILL.md and every file beside it), keep the folder name "generate-thesaurus", 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
generate-thesaurus- GitHub stars
- 127
- Token cost
- ~656 tokens
- SKILL.md length
- 231 words
- Files
- 1
- Skills in repo
- 27
- Repo updated
- First seen
- Licence
- Apache-2.0
At a glance
Generate controlled vocabulary thesaurus for content domains.
- Works in 3 steps: Content Analysis → Term Extraction & Relationship Mapping → Thesaurus Generation
- 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
Generate Thesaurus is an agent skill from dandye/ai-runbooks. Generate controlled vocabulary thesaurus for content domains. Creates comprehensive thesauri with preferred terms, broader/narrower/related terms.
Its SKILL.md is about 660 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
- “/generate-thesaurus”
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 (its code samples are markdown).
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
Generate Thesaurus loads about 656 tokens when it runs. Until then it costs about 41 tokens; SKILL.md has 231 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). 231 words, ~656 tokens.
Download SKILL.mdSave it as
.claude/skills/generate-thesaurus/SKILL.md (or your agent's skills folder).- name
- generate-thesaurus
- description
- Generate controlled vocabulary thesaurus for content domains. Creates comprehensive thesauri with preferred terms, broader/narrower/related terms.
- type
- Skill
- required_roles.scribe
- roles/scribe.editor
- personas
- information-architect, technical-writer, content-strategist
- generated.by
- process:google-labs-jules
- generated.at
- 2026-01-29T21:19:07Z
Generate Thesaurus Skill
Generate a controlled vocabulary thesaurus for a specified content domain or directory. This skill analyzes content to identify key terms and structures them into a thesaurus with relationships (broader, narrower, related terms).
Inputs
PATH- The directory or file path to analyze (e.g., "/docs/security")RECURSIVE- (Optional) Boolean, whether to include subdirectories (default: true)OUTPUT_FORMAT- (Optional) Format of the output: "markdown", "yaml", "json", "csv" (default: "markdown")
Workflow
Step 1: Content Analysis
Analyze the content at PATH to identify frequently used terms, concepts, and entities. This involves scanning documentation files (Markdown, Text, etc.) to extract potential vocabulary candidates.
Step 2: Term Extraction & Relationship Mapping
Identify relationships between terms based on context and standard taxonomies:
- Preferred Terms: The standard term to be used (e.g., "Multi-Factor Authentication" instead of "MFA").
- Broader Terms: More general concepts (e.g., "Access Control" is broader than "Authentication").
- Narrower Terms: More specific sub-concepts (e.g., "Biometrics" is narrower than "Authentication").
- Related Terms: Associative relationships (e.g., "Identity Management" is related to "Authentication").
Step 3: Thesaurus Generation
Format the collected terms and relationships into the requested OUTPUT_FORMAT.
Example Output (Markdown):
# Security Thesaurus
## Authentication
* **Scope Note**: verification of the identity of a user, process, or device
* **Broader Term**: Access Control
* **Narrower Terms**: Multi-Factor Authentication, Single Sign-On
* **Related Terms**: Authorization, Identity ManagementRequired Outputs
A THESAURUS_DOCUMENT in the specified OUTPUT_FORMAT containing:
- List of terms
- Relationships (BT, NT, RT)
- Scope notes (definitions)
- Synonyms or "Use For" entries
Quick Reference
- Purpose: Ensure consistent terminology and improve content findability.
- Best Practice: Include scope notes for ambiguous terms.
- Standards: Follows ISO 25964 standards for thesaurus construction where applicable.
© 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/generate-thesaurus of dandye/ai-runbooks.
Open the folder on GitHubat commit 72a6863
Compare with similar skills
Generate Thesaurus 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 |
|---|---|---|---|---|---|---|
| Generate Thesaurus this skilldandye/ai-runbooks | 127 | — | ~656 | 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 | 678 | — | ~1.1k | Automated safety check: Pass | Apache-2.0 |
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Related
Categories
Questions about Generate Thesaurus
What does Generate Thesaurus do?
Generate controlled vocabulary thesaurus for content domains. Generate Thesaurus is an agent skill from dandye/ai-runbooks. Generate controlled vocabulary thesaurus for content domains.
When should I use Generate Thesaurus?
Generate Thesaurus fits situations like: security work in your project.
How do I install Generate Thesaurus in Claude Code?
Run `npx skills add dandye/ai-runbooks --skill generate-thesaurus -a claude-code`. Or copy the skill folder (skills/generate-thesaurus in dandye/ai-runbooks) into .claude/skills/generate-thesaurus in your project. Claude Code loads it when a task matches its description.
How do I install Generate Thesaurus in Codex?
Run `npx skills add dandye/ai-runbooks --skill generate-thesaurus -a codex`. Or copy the skill folder (skills/generate-thesaurus in dandye/ai-runbooks) into .agents/skills/generate-thesaurus in your project. Codex loads it when a task matches its description.
Can I use Generate Thesaurus 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 generate-thesaurus -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/generate-thesaurus, .gemini/skills/generate-thesaurus, .github/skills/generate-thesaurus and .opencode/skills/generate-thesaurus in your project.
What does Generate Thesaurus need to run?
SKILL.md names no scripts, command-line tools or credentials: Generate Thesaurus is instructions for the agent only.
Does Generate Thesaurus 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 Generate Thesaurus 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 Generate Thesaurus use?
Generate Thesaurus 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 Generate Thesaurus use?
About 656 tokens (SKILL.md is roughly 2.6k 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 Generate Thesaurus?
Skills that share tags, products or a category with Generate Thesaurus: 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 Generate Thesaurus?
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.