Agent skill
defense-in-depth
Use when invalid data causes failures deep in execution, requiring validation at multiple system layers - validates at every layer data passes through to make bugs structurally impossible
Install this agent skill to your Project
npx add-skill https://github.com/bacchus-labs/wrangler/tree/main/.wrangler/memory/knowledge-base/reference-prompts/skills/defense-in-depth
SKILL.md
Defense-in-Depth Validation
Skill Usage Announcement
MANDATORY: When using this skill, announce it at the start with:
🔧 Using Skill: defense-in-depth | [brief purpose based on context]
Example:
🔧 Using Skill: defense-in-depth | [Provide context-specific example of what you're doing]
This creates an audit trail showing which skills were applied during the session.
Overview
When you fix a bug caused by invalid data, adding validation at one place feels sufficient. But that single check can be bypassed by different code paths, refactoring, or mocks.
Core principle: Validate at EVERY layer data passes through. Make the bug structurally impossible.
Why Multiple Layers
Single validation: "We fixed the bug" Multiple layers: "We made the bug impossible"
Different layers catch different cases:
- Entry validation catches most bugs
- Business logic catches edge cases
- Environment guards prevent context-specific dangers
- Debug logging helps when other layers fail
The Four Layers
Layer 1: Entry Point Validation
Purpose: Reject obviously invalid input at API boundary
function createProject(name: string, workingDirectory: string) {
if (!workingDirectory || workingDirectory.trim() === '') {
throw new Error('workingDirectory cannot be empty');
}
if (!existsSync(workingDirectory)) {
throw new Error(`workingDirectory does not exist: ${workingDirectory}`);
}
if (!statSync(workingDirectory).isDirectory()) {
throw new Error(`workingDirectory is not a directory: ${workingDirectory}`);
}
// ... proceed
}
Layer 2: Business Logic Validation
Purpose: Ensure data makes sense for this operation
function initializeWorkspace(projectDir: string, sessionId: string) {
if (!projectDir) {
throw new Error('projectDir required for workspace initialization');
}
// ... proceed
}
Layer 3: Environment Guards
Purpose: Prevent dangerous operations in specific contexts
async function gitInit(directory: string) {
// In tests, refuse git init outside temp directories
if (process.env.NODE_ENV === 'test') {
const normalized = normalize(resolve(directory));
const tmpDir = normalize(resolve(tmpdir()));
if (!normalized.startsWith(tmpDir)) {
throw new Error(
`Refusing git init outside temp dir during tests: ${directory}`
);
}
}
// ... proceed
}
Layer 4: Debug Instrumentation
Purpose: Capture context for forensics
async function gitInit(directory: string) {
const stack = new Error().stack;
logger.debug('About to git init', {
directory,
cwd: process.cwd(),
stack,
});
// ... proceed
}
Applying the Pattern
When you find a bug:
- Trace the data flow - Where does bad value originate? Where used?
- Map all checkpoints - List every point data passes through
- Add validation at each layer - Entry, business, environment, debug
- Test each layer - Try to bypass layer 1, verify layer 2 catches it
Example from Session
Bug: Empty projectDir caused git init in source code
Data flow:
- Test setup → empty string
Project.create(name, '')WorkspaceManager.createWorkspace('')git initruns inprocess.cwd()
Four layers added:
- Layer 1:
Project.create()validates not empty/exists/writable - Layer 2:
WorkspaceManagervalidates projectDir not empty - Layer 3:
WorktreeManagerrefuses git init outside tmpdir in tests - Layer 4: Stack trace logging before git init
Result: All 1847 tests passed, bug impossible to reproduce
Key Insight
All four layers were necessary. During testing, each layer caught bugs the others missed:
- Different code paths bypassed entry validation
- Mocks bypassed business logic checks
- Edge cases on different platforms needed environment guards
- Debug logging identified structural misuse
Don't stop at one validation point. Add checks at every layer.
Recommended Agent Skills
Expand your agent's capabilities with these related and highly-rated skills.
locating-code
Finds specific code elements (functions, classes, patterns) using multiple search strategies. Use when searching for implementations, dependencies, or code requiring modification.
using-wrangler
Use when starting any conversation - establishes mandatory workflows for finding and using skills, including using Skill tool before announcing usage, following brainstorming before coding, and creating TodoWrite todos for checklists
creating-issues
For use when a new issue/task has been identified and needs to be formally captured using the Wrangler MCP issue management system. Use this skill to create new issues via the issues_create MCP tool with appropriate metadata and structured content.
validating-roadmaps
Validates roadmap completeness, phase coherence, and alignment with constitution. Use when creating roadmaps, reviewing planning documents, or ensuring strategic consistency.
refreshing-metrics
Auto-updates status metrics across governance documents from MCP issue counts. Use when governance metrics are stale or after significant issue status changes requiring documentation refresh.
updating-git-hooks
Updates existing git hook configurations for new requirements or tool changes. Use when hook requirements change, adding new quality checks, or modifying test commands.
Didn't find tool you were looking for?