Validation Troubleshooting Skill

Step-by-step debugging guide for when validation commands fail.

When to Use This Skill

Use when:

• •Tests fail after making changes
• •Validation commands from matrix error
• •Build/compilation fails
• •Linting errors appear
• •Type checking fails
• •User mentions: "tests failing", "validation error", "build broken", "lint error"

Trigger words: "test fail", "validation fail", "build error", "lint error", "type error", "won't compile"

1. Test Failures

Step 1: Read the Error Message Carefully

DON'T:

• •❌ Immediately modify code
• •❌ Delete failing tests
• •❌ Disable test runner

DO:

• •✅ Read full error output
• •✅ Note exact line number and file
• •✅ Identify what was expected vs actual

Step 2: Isolate the Failure

Run only the failing test:

# Node.js
npm test -- path/to/test.test.js

# Python
pytest path/to/test.py::test_name -v

# Jest
npm test -- --testNamePattern="test name"

# Vitest
npx vitest path/to/test.test.ts

# Go
go test -run TestName ./...

# Rust
cargo test test_name

Step 3: Check Test Expectations

Common issues:

• •Test expects old behavior (need to update test)
• •Implementation is wrong (fix code)
• •Test setup/mocking is incorrect
• •Environment/config mismatch

Questions to ask:

1. •Is the test expectation still valid?
2. •Did I change behavior the test depends on?
3. •Are mocks/fixtures up to date?
4. •Does the test match CODEBASE_ESSENTIALS.md patterns?

Step 4: Debug the Test

Add logging:

// JavaScript/TypeScript
console.log('Actual value:', result);
console.log('Expected:', expected);

// Python
print(f"Actual: {result}, Expected: {expected}")

// Rust
println!("Actual: {:?}, Expected: {:?}", result, expected);

Run in debug mode:

# Node.js
node --inspect-brk node_modules/.bin/jest --runInBand

# Python
python -m pdb -m pytest path/to/test.py

# Rust
rust-gdb target/debug/test_binary

Step 5: Fix and Validate

1. •Fix the issue (code or test)
2. •Run the single test again - should pass
3. •Run full test suite - all should pass
4. •Commit with clear message explaining the fix

Never claim done without running full test suite!

2. Linting Errors

Step 1: Identify Error Type

Syntax errors:

Parsing error: Unexpected token
Missing semicolon
Unexpected identifier

→ Fix: Correct syntax immediately

Style violations:

'variable' is assigned but never used
Missing trailing comma
Prefer const over let

→ Fix: Address or justify

Security issues:

Detected eval usage
Unsafe regex
XSS vulnerability

→ Fix: MUST fix, don't disable

Step 2: Auto-Fix When Possible

# ESLint
npm run lint:fix

# Prettier
npm run format

# Black (Python)
black .

# Rustfmt
cargo fmt

# Go
go fmt ./...

Step 3: Manual Fixes

Read CODEBASE_ESSENTIALS.md for style rules:

• •Check "Code Patterns" section
• •Verify naming conventions
• •Review import ordering

DON'T disable rules without justification:

// ❌ BAD - Disabling without reason
// eslint-disable-next-line no-console
console.log(data);

// ✅ GOOD - Justified exception
// eslint-disable-next-line no-console -- Debugging production issue #123
console.log(data);

Step 4: Update Rules If Wrong

If rule conflicts with project patterns:

1. •Discuss with team/review ESSENTIALS
2. •Update linting config
3. •Document change in CODEBASE_CHANGELOG.md
4. •Update CODEBASE_ESSENTIALS.md if pattern changed

3. Build/Compilation Errors

Step 1: Check Error Category

Dependency errors:

Cannot find module 'package-name'
Module not found
Package not installed

→ Fix: Install dependencies

Type errors:

Type 'string' is not assignable to type 'number'
Property 'x' does not exist on type 'Y'

→ Fix: Correct types or update type definitions

Configuration errors:

Invalid configuration object
Missing environment variable
Unknown compiler option

→ Fix: Check config files

Step 2: Clean Build

# JavaScript/TypeScript
rm -rf node_modules dist .cache
npm install
npm run build

# Python
rm -rf __pycache__ .pytest_cache dist
pip install -r requirements.txt

# Rust
cargo clean
cargo build

# Go
go clean -cache
go build

Step 3: Check Environment

Verify versions match CODEBASE_ESSENTIALS.md:

# Check Node.js version
node --version

# Check Python version
python --version

# Check Rust version
rustc --version

# Check Go version
go version

Check environment variables:

# List all env vars
printenv

# Check specific required vars
echo $NODE_ENV
echo $DATABASE_URL

Step 4: Incremental Debugging

1. •Comment out recent changes
2. •Build incrementally
3. •Identify breaking change
4. •Fix root cause
5. •Uncomment and rebuild

4. Type Checking Errors

Common TypeScript Issues

Missing type definitions:

npm install --save-dev @types/package-name

Type mismatch:

// ❌ Wrong
const id: number = "123";

// ✅ Fix - convert type
const id: number = parseInt("123", 10);

// ✅ Or - fix type annotation
const id: string = "123";

Null/undefined issues:

// ❌ Unsafe
const name = user.name;

// ✅ Safe - optional chaining
const name = user?.name;

// ✅ Safe - nullish coalescing
const name = user?.name ?? 'Unknown';

Common Python Type Issues

mypy errors:

# Run mypy
mypy src/

# Ignore specific line (rarely)
result = something()  # type: ignore[attr-defined]

5. Validation Matrix Command Failures

Strategy: Work Through Matrix Systematically

From CODEBASE_ESSENTIALS.md validation matrix:

| Command | Purpose | Expected |
|---------|---------|----------|
| npm test | Run tests | All pass |
| npm run lint | Check style | No errors |
| npm run build | Compile | No errors |

Run each command:

1. •If passes → ✅ Move to next
2. •If fails → 🔴 Debug using sections above
3. •Don't move forward until current command passes

Example Debugging Session

# 1. Run tests
npm test
# ❌ FAIL - 2 tests failing

# 2. Isolate failure
npm test -- auth.test.js
# Read error, fix issue

# 3. Verify fix
npm test
# ✅ PASS - All tests green

# 4. Continue to next validation
npm run lint
# ✅ PASS - No issues

# 5. Final check
npm run build
# ✅ PASS - Build successful

Rule: Fix failures in order, don't skip ahead!

6. Common Patterns and Solutions

Pattern: "Works on my machine"

Cause: Environment differences

Solutions:

1. •Check Node.js/Python/Rust version matches team
2. •Verify environment variables set correctly
3. •Clear caches and reinstall dependencies
4. •Check for OS-specific issues (Windows vs Unix paths)
5. •Use Docker/containers for consistency

Pattern: "Test passes locally, fails in CI"

Cause: CI environment differences

Solutions:

1. •Check CI logs carefully
2. •Verify CI environment variables
3. •Check for timing issues (add proper waits)
4. •Ensure deterministic test data
5. •Check for missing CI dependencies

Pattern: "Intermittent test failures"

Cause: Non-deterministic tests

Solutions:

1. •Remove time-dependent logic
2. •Fix race conditions
3. •Mock random/date functions
4. •Ensure proper cleanup between tests
5. •Avoid shared state

Pattern: "Everything broke after dependency update"

Cause: Breaking changes in dependency

Solutions:

1. •Check dependency changelog
2. •Revert to previous version temporarily
3. •Read migration guide
4. •Update code to new API
5. •Consider alternative package

Workflow Checklist

When validation fails:

• • Read error message - Don't guess
• • Check CODEBASE_ESSENTIALS.md - Verify patterns
• • Isolate the issue - Run single test/command
• • Debug systematically - Use tools, not trial-and-error
• • Fix root cause - Not just symptoms
• • Verify fix - Run full validation matrix
• • Document if needed - Update docs if pattern unclear
• • Commit with context - Explain what broke and why

Never Do These

❌ Delete tests to make them pass

• •Tests found a real issue
• •Fix the code, not the test

❌ Disable linting rules without justification

• •Rules exist for a reason
• •Discuss with team first

❌ Skip validation steps

• •"It probably works" is not good enough
• •Run full matrix before claiming done

❌ Commit broken code "to fix later"

• •Breaks team workflow
• •Creates technical debt

❌ Change multiple things at once

• •Can't identify root cause
• •Fix one thing, validate, then next

Quick Reference

Emergency Triage

# 1. What broke?
git diff  # Review recent changes

# 2. When did it break?
git log --oneline -10  # Recent commits

# 3. Revert if needed
git revert HEAD  # Undo last commit safely

# 4. Isolate and fix
# Use sections above based on error type

# 5. Validate before moving on
npm test && npm run lint && npm run build

Getting Unstuck

If stuck for >15 minutes:

1. •Read error message again (slowly)
2. •Check CODEBASE_ESSENTIALS.md for relevant pattern
3. •Search project for similar code that works
4. •Check dependency documentation
5. •Ask for help (provide full error message)

Framework-agnostic troubleshooting - adapt commands to your project's tech stack.