# Autopilot State ## Current Step step: 2f name: Refactor status: not_started sub_step: — retry_count: 0 ## Step ↔ SubStep Reference | Step | Name | Sub-Skill | Internal SubSteps | |------|------------------------|----------------------------------|------------------------------------------| | 0 | Problem | problem/SKILL.md | Phase 1–4 | | 1 | Research | research/SKILL.md | Mode A: Phase 1–4 · Mode B: Step 0–8 | | 2 | Plan | plan/SKILL.md | Step 1–6 | | 2b | Blackbox Test Spec | blackbox-test-spec/SKILL.md | Phase 1a–1b (existing code path only) | | 2c | Post-Test-Spec Decision| (autopilot decision gate) | Refactor vs normal workflow | | 2d | Decompose Tests | decompose/SKILL.md (tests-only) | Step 1t + Step 3 + Step 4 | | 2e | Implement Tests | implement/SKILL.md | (batch-driven, no fixed sub-steps) | | 2f | Refactor | refactor/SKILL.md | Phases 0–5 (6-phase method) | | 2g | New Task | new-task/SKILL.md | Steps 1–8 (loop) | | 2h | Implement | implement/SKILL.md | (batch-driven, no fixed sub-steps) | | 2i | Run Tests | (autopilot-managed) | Unit + integration tests | | 2j | Security Audit | security/SKILL.md | Phase 1–5 (optional) | | 2k | Deploy | deploy/SKILL.md | Step 1–7 | ## Completed Steps | Step | Name | Completed | Key Outcome | |------|------|-----------|-------------| | — | Document (pre-step) | 2026-03-21 | 10 modules, 4 components, full _docs/ generated from existing codebase | | 2b | Blackbox Test Spec | 2026-03-21 | 39 test scenarios (16 positive, 8 negative, 11 non-functional), 85% total coverage, 5 artifacts produced | | 2c | Post-Test-Spec Decision | 2026-03-22 | User chose refactor path (A) | | 2d | Decompose Tests | 2026-03-23 | 11 tasks (AZ-138..AZ-148), 35 complexity points, 3 batches. Phase 3 test data gate PASSED: 39/39 scenarios validated, 12 data files provided. | | 2e | Implement Tests | 2026-03-23 | 11 tasks implemented across 4 batches, 38 tests (2 skipped), all code reviews PASS_WITH_WARNINGS. Commits: 5418bd7, a469579, 861d4f0, f0e3737. | ## Key Decisions - User chose B: Document existing codebase before proceeding - Component breakdown: 4 components (Domain, Inference Engines, Inference Pipeline, API) - Verification: 4 legacy issues found and documented (unused serialize/from_msgpack, orphaned queue declarations) - Input data coverage approved at ~90% (Phase 1a) - Test coverage approved at 85% (21/22 AC, 13/18 restrictions) with all gaps justified - User chose A: Refactor path (decompose tests → implement tests → refactor) - Integration Tests Epic: AZ-137 - Test Infrastructure: AZ-138 (5 pts) - 10 integration test tasks decomposed: AZ-139 through AZ-148 (30 pts) - Total: 11 tasks, 35 complexity points, 3 batches - Phase 3 (Test Data Validation Gate) PASSED: 39/39 scenarios have data, 85% coverage, 0 tests removed - Test data: 6 images, 3 videos, 1 ONNX model, 1 classes.json provided by user - User confirmed dependency table and test data gate - Jira MCP auth skipped — tickets not transitioned to In Testing ## Last Session date: 2026-03-23 ended_at: Step 2e Implement Tests — COMPLETE. All 11 tasks, 38 tests, 4 batches. reason: step completed, context limit approaching notes: All integration tests implemented and committed. Next step: 2f Refactor. The refactor skill runs a 6-phase method using the implemented tests as a safety net. Recommend fresh conversation for better context management. ## Blockers - none