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https://github.com/azaion/detections.git
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Refactor autopilot workflows and documentation: Update .gitignore to include binary and media file types, enhance agent command references in documentation, and modify annotation class for improved accessibility. Adjust inference processing to handle batch sizes and streamline test specifications for clarity and consistency across the system.
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@@ -1,46 +1,29 @@
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# Autopilot State
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## Current Step
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step: 2f
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name: Refactor
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status: not_started
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sub_step: —
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flow: existing-code
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step: 5
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name: Run Tests
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status: in_progress
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sub_step: 2 — Run Tests
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retry_count: 0
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## Step ↔ SubStep Reference
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| Step | Name | Sub-Skill | Internal SubSteps |
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|------|------------------------|----------------------------------|------------------------------------------|
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| 0 | Problem | problem/SKILL.md | Phase 1–4 |
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| 1 | Research | research/SKILL.md | Mode A: Phase 1–4 · Mode B: Step 0–8 |
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| 2 | Plan | plan/SKILL.md | Step 1–6 |
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| 2b | Blackbox Test Spec | blackbox-test-spec/SKILL.md | Phase 1a–1b (existing code path only) |
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| 2c | Post-Test-Spec Decision| (autopilot decision gate) | Refactor vs normal workflow |
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| 2d | Decompose Tests | decompose/SKILL.md (tests-only) | Step 1t + Step 3 + Step 4 |
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| 2e | Implement Tests | implement/SKILL.md | (batch-driven, no fixed sub-steps) |
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| 2f | Refactor | refactor/SKILL.md | Phases 0–5 (6-phase method) |
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| 2g | New Task | new-task/SKILL.md | Steps 1–8 (loop) |
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| 2h | Implement | implement/SKILL.md | (batch-driven, no fixed sub-steps) |
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| 2i | Run Tests | (autopilot-managed) | Unit + integration tests |
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| 2j | Security Audit | security/SKILL.md | Phase 1–5 (optional) |
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| 2k | Deploy | deploy/SKILL.md | Step 1–7 |
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## Completed Steps
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| Step | Name | Completed | Key Outcome |
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|------|------|-----------|-------------|
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| — | Document (pre-step) | 2026-03-21 | 10 modules, 4 components, full _docs/ generated from existing codebase |
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| 2b | Blackbox Test Spec | 2026-03-21 | 39 test scenarios (16 positive, 8 negative, 11 non-functional), 85% total coverage, 5 artifacts produced |
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| 2c | Post-Test-Spec Decision | 2026-03-22 | User chose refactor path (A) |
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| 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. |
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| 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. |
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| 1 | Document | 2026-03-21 | 10 modules, 4 components, full _docs/ generated from existing codebase |
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| 2 | Test Spec | 2026-03-21 | 39 test scenarios (16 positive, 8 negative, 11 non-functional), 85% total coverage, 5 artifacts produced |
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| 3 | 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. |
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| 4 | 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. |
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## Key Decisions
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- User chose B: Document existing codebase before proceeding
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- User chose to document existing codebase before proceeding
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- Component breakdown: 4 components (Domain, Inference Engines, Inference Pipeline, API)
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- Verification: 4 legacy issues found and documented (unused serialize/from_msgpack, orphaned queue declarations)
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- Input data coverage approved at ~90% (Phase 1a)
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- Test coverage approved at 85% (21/22 AC, 13/18 restrictions) with all gaps justified
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- User chose A: Refactor path (decompose tests → implement tests → refactor)
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- User chose refactor path (decompose tests → implement tests → refactor)
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- Integration Tests Epic: AZ-137
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- Test Infrastructure: AZ-138 (5 pts)
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- 10 integration test tasks decomposed: AZ-139 through AZ-148 (30 pts)
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@@ -51,10 +34,10 @@ retry_count: 0
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- Jira MCP auth skipped — tickets not transitioned to In Testing
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## Last Session
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date: 2026-03-23
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ended_at: Step 2e Implement Tests — COMPLETE. All 11 tasks, 38 tests, 4 batches.
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date: 2026-03-24
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ended_at: Step 4 Implement Tests — COMPLETE. All 11 tasks, 38 tests, 4 batches.
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reason: step completed, context limit approaching
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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.
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notes: All integration tests implemented and committed. Next step: 5 Run Tests — verify tests pass before proceeding to refactor. Recommend fresh conversation for better context management.
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## Blockers
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- none
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