detections/_docs/_autopilot_state.md

# 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