Workflow Test-Fix Cycle

End-to-end test-fix workflow pipeline: generate test sessions with progressive layers (L0-L3), AI code validation, and task generation (Phase 1), then execute iterative fix cycles with adaptive strategy engine until pass rate >= 95% (Phase 2).

Architecture Overview

┌────────────────────────────────────────────────────────────────────────────┐
│  Workflow Test-Fix Cycle Orchestrator (SKILL.md)                            │
│  → Full pipeline: Test generation + Iterative execution                     │
│  → Phase dispatch: Read phase docs, execute, pass context                   │
└───────────────┬────────────────────────────────────────────────────────────┘
                │
   ┌────────────┴────────────────────────┐
   ↓                                     ↓
┌─────────────────────────┐   ┌─────────────────────────────┐
│ Phase 1: Test-Fix Gen   │   │ Phase 2: Test-Cycle Execute  │
│ phases/01-test-fix-gen  │   │ phases/02-test-cycle-execute │
│ 5 sub-phases:           │   │ 3 stages:                    │