WJTTC Builder - Championship Test Suite Generator

Philosophy: "We break things so others never have to know they were broken."

This skill generates F1-inspired test suites following the WJTTC (Wolfe James Tests The Code) methodology.

GOALS

Goal	How
Pre-defined	Test plan before code → improves code quality
Inline Testing	Tests/approves at write time → catches bugs at inception
Layer 1 → Layer 2	Industry + Expert = GOLD Code
AI Optimized	100% bi-sync with project.faf
Best Code Possible	✪ Championship standard

GOLD Code ✨

Code earns GOLD status when:

┌────────────────────────────────────────┐
│         ✪ GOLD CODE ✨                │
│  ════════════════════════════════════  │
│  ✓ Pre-test plan defined               │
│  ✓ Inline testing at write time        │
│  ✓ Layer 1: 100% industry coverage     │
│  ✓ Layer 2: WJTTC expert edge cases    │
│  ✓ Bi-sync with project.faf            │
│  ✓ All tests passing                   │
│  ════════════════════════════════════  │
│  This code has earned its name.        │
└────────────────────────────────────────┘

Position in Development Pipeline

WJTTC comes AFTER project.faf, BEFORE coding:

1. project.faf      → Define WHAT we're building (context)
2. WJTTC-TESTS.md   → Define SUCCESS CRITERIA (tests first)
3. Code             → Build to pass the tests
4. Test             → Pass/Fail
5. Repeat           → Until Championship grade

Test-Driven Code (TDC)

The WJTTC Cycle:

Think → Cross-check → Confirm → Code → Test → [Repeat]
  │         │           │        │       │
  │         │           │        │       └── Pass/Fail verdict
  │         │           │        └── Write implementation
  │         │           └── Green light to proceed
  │         └── STOP if missing info - get it first
  └── Understand what we're building

Cross-check Gate: STOP if missing information. Get it before proceeding.

Missing requirements? Ask.
Unclear acceptance criteria? Clarify.
Unknown edge cases? Define them.

Red → Green → Refactor:

Write failing test (RED)
Write code to pass (GREEN)
Clean up (REFACTOR)

Never code without knowing what "done" looks like.

Two-Layer Testing Architecture

Layer 1: Industry Standard (100% Coverage)

Use the framework's native testing - Jest, pytest, Vitest, etc.

Unit tests
Integration tests
Standard assertions
Coverage requirements

This is the baseline. Non-negotiable.

Layer 2: WJTTC Expert (Stress + Edge Cases)

The championship layer that catches what industry tests miss:

Category	What We Test
Syntax	Special chars, escapes, quotes, brackets
Emoji	🏎️ in strings, filenames, variables
Typecases	camelCase, snake_case, SCREAMING_CASE, mixed
Variables	Empty, null, undefined, MAX_INT, negative
Unicode	RTL text, combining chars, zero-width
Injection	SQL, XSS, command injection attempts
Boundaries	0, 1, -1, MAX, MAX+1, empty array

Test Targets:

MCP servers and tools
CLI commands and flags
API endpoints and payloads
Engine internals
Infrastructure configs

We Test the Testing

Meta-testing checklist:

Do the tests actually run?
Do they fail when code is broken?
Do they pass when code is correct?
Are edge cases covered?
Can tests be run in isolation?
Do tests clean up after themselves?

Signal Integrity Audit (The Red-Means-Real Doctrine)

Before you measure coverage, measure signal trust.

Red CI is a contract: stop, look, fix. If red means "shrug, runner had a noisy neighbor, just rerun," the signal is dead — and dead signal is worse than no signal at all. A test suite with 100% coverage but flaky reds is less trustworthy than one with 80% coverage and zero false alarms, because the team has stopped reading the reds.

This is the parent doctrine. Every other testing principle serves it.

The Audit

For any test suite under review, classify the last 30 days of CI failures into three buckets:

Bucket	Meaning	Action
Real bug	Red corresponded to an actual code defect that was fixed by a code change	✓ Signal worked
Flake	Red was timing/network/concurrency noise; passed on rerun with no code change	✗ Test design defect
Infra	Red was missing secret, runner image change, dep upstream — not the code under test	✗ Workflow design defect

Signal Integrity Score

SI = (Real bugs) / (Real bugs + Flakes + Infra) × 100

SI %	Verdict	Required Action
100%	TROPHY ✪	Maintain — exemplary signal
95-99%	Championship	Annotate any flake immediately
85-94%	Acceptable	Schedule flake-class fix this sprint
70-84%	Eroding	Stop adding tests; fix flakes first
<70%	DEAD SIGNAL	Block all merges until signal restored

The credibility problem precedes the coverage problem. A suite at 60% coverage with 100% SI is healthier than one at 95% coverage with 70% SI.

Common Flake Sources to Eliminate on Sight

Hard absolute-time perf assertions on shared CI runners — expect(time).toBeLessThan(30). Move to non-gating workflow with continue-on-error: true.
Network-dependent tests in main suite — mock at the boundary or route to integration tier.
Concurrency tests without explicit ordering — use deterministic schedulers.
OS scheduler-dependent timing — replace with statistical (P95 over N) or relative (vs same-run baseline) assertions.
Secret-dependent steps that fail when missing — grey-skip, don't fail.

The Inverse Rule

Green CI that passes when something is broken is equally a contract violation. If a real bug shipped despite green CI, that's a coverage gap that demands a regression test BEFORE the fix lands. Treat false negatives with the same urgency as false positives.

When the Conversation Is the Real Gate

Automated CI is supporting infrastructure. The human + AI conversational audit — noticing patterns, tracing root causes, fixing systems — is the actual quality gate. Flaky CI wastes the conversation's bandwidth. Signal Integrity exists to keep CI worthy of the conversation it serves.

When to Use This Skill

AFTER defining project.faf context
BEFORE writing any implementation code
When starting a new feature (define tests first)
When fixing a bug (write failing test first)
Building regression test suites

Test Tier System — the WJTTC Five

WJTTC has five tiers: Brake · Engine · Aero · Tyre · Pit. The builder classifies every component into one of them. (faf wjttc audits a suite for the same five and flags untiered tests — name your tests with a tier word so the audit can place them.)

Tier 1: BRAKE (Safety — Critical)

When failure = catastrophic consequences

Identify and test:

Security vulnerabilities (auth bypass, injection, XSS)
Data loss or corruption risks
Payment/financial processing
API key/credential exposure
Backup/restore functionality

Tier 2: ENGINE (Core Functionality)

When failure = poor experience or incorrect results

Identify and test:

Core API endpoints
Data transformations
Business logic accuracy
Integration points
Performance benchmarks

Tier 3: AERO (Polish)

When failure = minor inconvenience

Identify and test:

UI/UX edge cases
Error message formatting
Optional features
Documentation accuracy

Tier 4: TYRE (Live — the Real Road)

Where the rubber meets the road: durability under real conditions over time

Identify and test:

Edge cases and boundary inputs against the real surface (live data shapes, large payloads)
Wear and durability — long-running sessions, repeated calls, soak/load behavior
Degraded conditions — slow networks, partial data, rate limits, retries
Resource leaks (memory, file handles, connections) under sustained use

Tier 5: PIT (Operational — When Needed)

The pit stop: getting it onto the track and keeping it serviceable

Identify and test:

Integration and end-to-end wiring across components
Deploy / release checks (build, packaging, smoke tests, migrations)
Ops health — startup/shutdown, config loading, secrets present, observability
Rollback and recovery paths

Test Suite Generation Process

Step 1: Analyze the Project

To understand what to test:

Read key files (package.json, main entry points, API routes)
Identify the project type (web app, CLI, API, library)
List all public interfaces (APIs, functions, UI interactions)
Note external dependencies (databases, APIs, services)

Step 2: Categorize by Tier

For each identified component, assign one of the five tiers:

Tier 1 (Brake): Authentication, data writes, payments, security
Tier 2 (Engine): Core features, API responses, business logic
Tier 3 (Aero):  UI polish, optional features, error formatting
Tier 4 (Tyre):  Edge cases, durability, soak/load, degraded conditions
Tier 5 (Pit):   Integration, deploy/release checks, ops health, rollback

Step 3: Generate Test Plan

Create a WJTTC-TEST-SUITE.md file with:

Header - Project name, version, date, tester
Test Summary - Objectives and pass rate targets
Tier 1 (Brake) Tests - All critical/safety tests with pass/fail tables
Tier 2 (Engine) Tests - Core functionality tests
Tier 3 (Aero) Tests - Polish and formatting tests
Tier 4 (Tyre) Tests - Edge cases, durability, degraded conditions
Tier 5 (Pit) Tests - Integration, deploy/ops, rollback checks
Performance Targets - Timing benchmarks
Execution Log - Checklist for running tests
Championship Certification - Pass rate to tier mapping

Step 4: Generate Executable Tests (Optional)

If requested, generate test files:

JavaScript: tests/*.test.js (Jest/Vitest)
Python: tests/test_*.py (pytest)
Bash: tests/test_*.sh (shell scripts)

Output Format

Test Suite Location

project/
└── tests/
    ├── WJTTC-TEST-SUITE.md     # Test plan document
    ├── test_tier1_brake.js     # Executable tests (optional)
    ├── test_tier2_engine.js
    ├── test_tier3_aero.js
    ├── test_tier4_tyre.js
    └── test_tier5_pit.js

Championship Scoring

Pass rate maps to the canonical FAF tier system (the same tiers FAF uses everywhere):

Score	Tier	Symbol	Status
100%	Trophy	✪	Perfect — Gold Code
99%	Gold	★	Exceptional
95%	Silver	◆	Top tier
85%	Bronze	◇	Production ready
70%	Green	●	Solid foundation
55%	Yellow	●	Needs improvement
1%	Red	○	Major work needed
0%	White	♡	Empty

Quick Generation Command

To generate a test suite for the current project:

Analyze the codebase structure
Identify all testable components
Assign tiers to each component
Generate WJTTC-TEST-SUITE.md
Optionally generate executable test files

Example Test Table Format

### T1.1 - [Test Name]
**Status:** ⏳ PENDING
**Priority:** CRITICAL

| Test | Expected | Actual | Status |
|------|----------|--------|--------|
| [Scenario 1] | [Expected result] | | |
| [Scenario 2] | [Expected result] | | |

**Test Command:**
\`\`\`bash
[How to run this test]
\`\`\`

Integration — where the builder hands off

This skill is the builder: it plans and generates. It does not run the suite.

Execute + report → use the wjttc-tester skill (it runs tests, finds bugs, writes WJTTC reports).
Audit tier balance → faf wjttc classifies an existing suite across the five tiers and flags untiered tests (--strict exits non-zero on any untiered; --json for CI). Name your generated tests with a tier word (brake/engine/aero/tyre/pit) so the audit can place them.
Wire CI receipts → faf taf setup installs the TAF receipt printer so each run leaves a verifiable record.

Championship Testing Standards 🏎️

Limitations

Use this skill only when the task clearly matches its upstream source and local project context.
Verify commands, generated code, dependencies, credentials, and external service behavior before applying changes.
Do not treat examples as a substitute for environment-specific tests, security review, or user approval for destructive or costly actions.

WJTTC Builder - Championship Test Suite Generator

AI Summary

WJTTC Builder - Championship Test Suite Generator

GOALS

GOLD Code ✨

Position in Development Pipeline

Test-Driven Code (TDC)

Two-Layer Testing Architecture

Layer 1: Industry Standard (100% Coverage)

Layer 2: WJTTC Expert (Stress + Edge Cases)

We Test the Testing

Signal Integrity Audit (The Red-Means-Real Doctrine)

The Audit

Signal Integrity Score

Common Flake Sources to Eliminate on Sight

The Inverse Rule

When the Conversation Is the Real Gate

When to Use This Skill

Test Tier System — the WJTTC Five

Tier 1: BRAKE (Safety — Critical)

Tier 2: ENGINE (Core Functionality)

Tier 3: AERO (Polish)

Tier 4: TYRE (Live — the Real Road)

Tier 5: PIT (Operational — When Needed)

Test Suite Generation Process

Step 1: Analyze the Project

Step 2: Categorize by Tier

Step 3: Generate Test Plan

Step 4: Generate Executable Tests (Optional)

Output Format

Test Suite Location

Championship Scoring

Quick Generation Command

Example Test Table Format

Integration — where the builder hands off

Limitations

Related skills