ai-ml-attacks
This skill should be used when the user asks about "AI security", "ML pipeline attacks", "prompt injection", "model…
This skill should be used when the user asks to "detect workspaces", "find packages", "list monorepo packages", "workspace structure", "monorepo analysis", or needs to identify workspace/package boundaries in a codebase for focused security analysis.
Claude Code
$ npx -y skills add allsmog/vuln-scout --skill workspace-discovery --agent claude-code
Codex
$ npx skills add allsmog/vuln-scout --skill workspace-discovery -a codex -y
Cursor
$ npx skills add allsmog/vuln-scout --skill workspace-discovery -a cursor -y
Gemini CLI
$ npx skills add allsmog/vuln-scout --skill workspace-discovery -a gemini-cli -y
GitHub Copilot
$ npx skills add allsmog/vuln-scout --skill workspace-discovery -a github-copilot -y
OpenCode
$ npx skills add allsmog/vuln-scout --skill workspace-discovery -a opencode -y
Windsurf
$ npx skills add allsmog/vuln-scout --skill workspace-discovery -a windsurf -y
name: Workspace Discovery description: This skill should be used when the user asks to "detect workspaces", "find packages", "list monorepo packages", "workspace structure", "monorepo analysis", or needs to identify workspace/package boundaries in a codebase for focused security analysis. version: 1.0.0
Provide comprehensive knowledge of monorepo and workspace patterns across package managers and build tools. Enables focused security analysis by identifying logical boundaries within large codebases.
Activate this skill during:
| Type | Characteristics | Common Tools | |------|-----------------|--------------| | **Package-based** | Multiple npm/pip/cargo packages | npm workspaces, yarn, pnpm | | **Application-based** | Multiple apps sharing code | Turborepo, Nx, Lerna | | **Module-based** | Language modules in subdirs | Go modules, Maven modules | | **Hybrid** | Mix of above | Custom setups |
1. **Scoping**: Analyze one package at a time 2. **Prioritization**: Focus on high-risk packages first 3. **Propagation**: Track vulnerabilities across shared code 4. **Reporting**: Generate per-package security reports
// package.json
{
"workspaces": [
"packages/*",
"apps/*"
]
}**Detection command**:
grep -l '"workspaces"' package.json && cat package.json | grep -A 10 '"workspaces"'
# pnpm-workspace.yaml packages: - 'packages/*' - 'apps/*' - '!**/test/**'
**Detection command**:
cat pnpm-workspace.yaml 2>/dev/null
// turbo.json
{
"pipeline": {
"build": { "dependsOn": ["^build"] },
"test": { "dependsOn": ["build"] }
}
}**Detection command**:
ls turbo.json 2>/dev/null && echo "Turborepo detected - uses package.json workspaces"
// nx.json
{
"npmScope": "myorg",
"tasksRunnerOptions": { ... }
}**Detection command**:
ls nx.json 2>/dev/null && cat nx.json | head -20
// lerna.json
{
"packages": ["packages/*"],
"version": "independent"
}**Detection command**:
cat lerna.json 2>/dev/null | grep -A 5 '"packages"'
// go.work
go 1.21
use (
./cmd/api
./cmd/worker
./pkg/shared
)**Detection command**:
cat go.work 2>/dev/null
find . -name "go.mod" -maxdepth 4 | head -20
<!-- pom.xml (parent) -->
<modules>
<module>api</module>
<module>worker</module>
<module>shared</module>
</modules>**Detection command**:
grep -A 10 '<modules>' pom.xml 2>/dev/null
// settings.gradle rootProject.name = 'myproject' include ':api' include ':worker' include ':shared'
**Detection command**:
grep "include" settings.gradle 2>/dev/null grep "include" settings.gradle.kts 2>/dev/null
# Cargo.toml
[workspace]
members = [
"crates/api",
"crates/worker",
"crates/shared",
]**Detection command**:
grep -A 10 '\[workspace\]' Cargo.toml 2>/dev/null
# pyproject.toml
[tool.poetry]
packages = [
{ include = "api", from = "packages" },
{ include = "worker", from = "packages" },
]**Detection command**:
grep -A 5 'packages' pyproject.toml 2>/dev/null
find . -name "setup.py" -o -name "pyproject.toml" | grep -v node_modules | head -20
// composer.json
{
"repositories": [
{ "type": "path", "url": "./packages/*" }
]
}**Detection command**:
grep -A 5 '"repositories"' composer.json 2>/dev/null | grep path
Run detection commands in order:
# JavaScript ls package.json pnpm-workspace.yaml turbo.json nx.json lerna.json 2>/dev/null # Go ls go.work 2>/dev/null || find . -name "go.mod" -maxdepth 3 2>/dev/null | wc -l # Java ls pom.xml settings.gradle settings.gradle.kts 2>/dev/null # Rust grep '\[workspace\]' Cargo.toml 2>/dev/null # Python find . -name "pyproject.toml" -maxdepth 3 2>/dev/null | wc -l
Parse the detected configuration to list actual workspace directories.
For each workspace, collect:
Score each workspace:
| Factor | Points | Criteria | |--------|--------|----------| | **External-facing** | +3 | API, web server, CLI | | **Auth/authz logic** | +3 | Login, permissions, sessions | | **Database access** | +2 | ORM, raw queries | | **File operations** | +2 | Upload, download, file processing | | **Background jobs** | +1 | Workers, queues, cron | | **Shared library** | +1 | Used by multiple packages | | **UI only** | -1 | Frontend, no backend logic |
Order workspaces by: 1. Risk score (highest first) 2. Dependency order (dependencies before dependents) 3. Size (smaller packages analyzed faster)
# Scope specific workspace npx repo
AI-powered whitebox penetration testing plugin for Claude Code. 9 languages, 22 skills, 7 autonomous agents. STRIDE threat modeling, OWASP 2025 coverage, polyglot monorepo support.
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