ai-exchange/SESSION.md

ai-exchange Session

Current Goal

Automation execution-layer P11 is closed locally. P11 adds runtime stuck-task detection as an auditable operations hardening slice so stalled runtime tasks can be surfaced through status, API, script, and workbench views while keeping the system analysis/restricted decision-support only.

Current Branch

main

Last Updated

2026-05-11 UTC

Automation Status

• state: automation_execution_layer_p11_runtime_task_watchdog_closed
• current_phase: P11 Runtime Task Watchdog
• latest_p7_selector_choice: continue_periodic_analysis_decision_monitoring_with_maturity_rollup
• latest_p11_slice: runtime_task_watchdog
• latest_visual_review_script_status: idle
• latest_runtime_visual_watch_task_status: ok
• latest_visual_capture_cleanup_task_status: ok
• latest_runtime_watchdog_task_status: implemented
• latest_runtime_visual_watch_state: idle
• latest_visual_snapshot_capture_status: implemented
• latest_visual_reviews_panel_status: visible
• latest_visual_feedback_status: implemented
• latest_visual_alert_evidence_dispatch_status: implemented_existing_channels
• latest_alert_quality_summary_status: implemented
• latest_review_packet_alert_quality_status: visible
• latest_alert_quality_route_status: ok
• latest_visual_capture_cleanup_status: implemented
• latest_visual_capture_cleanup_route_status: ok
• latest_runtime_watchdog_status: implemented
• latest_runtime_watchdog_route_status: ok
• latest_runtime_blockers: none
• guards_unchanged: execution_allowed, real_live_ready, risk_governor, trust_bucket, operator_confirmation_protocol

Completed In This Run

• Verified GSTACK_OK.
• Promoted the visual-watch prewire into a P8 review loop slice.
• Added VisualReviewService to review reserved watch runs, create optional snapshot records, create visual reviews, and mark watch runs reviewed.
• Added scripts/run_visual_review.py for manual or automation-driven review processing.
• Added VisualSnapshotCaptureService and scripts/run_visual_snapshot_capture.py for advisory review-packet snapshot capture.
• Added API helpers and routes for POST /trading/visual-watch/review and POST /trading/visual-watch/review-pending.
• Added a read-only workbench panel for recent visual reviews.
• Added a runtime visual_watch task that processes pending visual-watch reviews without changing trading gates.
• Added alert_feedback persistence and feedback service support for alert and visual-review labels.
• Added visual-review feedback API routes and workbench actions for useful / misleading / actionable labels.
• Extended alert dispatch messages and delivery payloads with the latest visual evidence for the decision packet.
• Added AlertQualitySummaryService to aggregate recent alert deliveries, alert feedback, visual feedback, and visual-review states.
• Added GET /trading/alerts/quality-summary and attached the same summary to review_packet.alert_quality_summary.
• Added a dashboard Alert Quality panel with delivery success, alert usefulness, visual helpfulness, flags, and operator summary.
• Applied local migrations through 042_create_alert_feedback.sql so P9 can be exercised on the current database.
• Added VisualCaptureRetentionService to remove stale .claude/visual_watch/captures HTML/JSON artifacts by retention window.
• Added scripts/run_visual_capture_cleanup.py and POST /trading/visual-watch/cleanup-captures.
• Added runtime task visual_capture_cleanup and a workbench Cleanup Old Captures button in the Visual Reviews panel.
• Added RuntimeTaskWatchdogService to detect runtime tasks that are overdue or running too long.
• Added scripts/run_runtime_task_watchdog.py and GET /trading/runtime-watchdog.
• Extended runtime_status and the runtime workbench panel with runtime_watchdog, stalled task names, and per-task stall details.
• Added focused unit tests for the service, script, API routing, and runtime task.

Current Working State

• P7 is closed and remains a monitor-maturity routing layer, not a Research Council expansion.
• P8 review/capture/feedback surfaces remain implemented and unchanged in their execution guards.
• P9 quality rollup remains implemented and visible in both the dashboard and review packet.
• P10 retention cleanup remains implemented and visible in runtime plus workbench flows.
• P11 runtime watchdog is implemented: runtime_status.runtime_watchdog now reports checked_ts, stalled task names, warning codes, and detailed stall reasons.
• P11 runtime panel visibility is implemented: the workbench runtime panel now shows stalled task count and per-task stalled/threshold detail.
• P11 script/API visibility is implemented: scripts/run_runtime_task_watchdog.py and /trading/runtime-watchdog both expose the watchdog summary directly.
• Latest scripts/run_visual_review.py smoke found no pending reviews: attempted=0, reviewed=0, status=idle.
• Latest capture smoke returned status=ignored when no watch run was supplied, which is the expected safe no-op.
• Latest cleanup smoke deleted one expired temporary artifact through scripts/run_visual_capture_cleanup.py.
• Latest watchdog smoke returned stalled_task_count=0 through scripts/run_runtime_task_watchdog.py.
• Latest scripts/run_trading_runtime.py smoke returned blockers=none and includes a healthy visual_watch runtime task.
• Latest local API smoke confirmed /trading/runtime-watchdog, /trading/runtime-status, and dashboard JS all expose the P11 watchdog path successfully.

P11 Blockers

• none

Current Risks Or Open Questions

• Browser screenshot capture adapter is a future enhancement, not a P8 closure blocker. The current adapter is an advisory review-packet HTML capture, and the review loop can still use an existing snapshot, an explicit image_path, or write an unavailable structured review.
• Visual review remains advisory and must not change execution permission, live readiness, trust bucket, risk governor, or operator confirmation.
• Alert-quality statistics remain advisory and must not change execution permission, live readiness, trust bucket, risk governor, or operator confirmation.
• Capture cleanup remains operational only and must not change execution permission, live readiness, trust bucket, risk governor, or operator confirmation.
• Runtime watchdog remains operational only and must not change execution permission, live readiness, trust bucket, risk governor, or operator confirmation.
• Real-live order submission remains intentionally disabled because the OKX order adapter is still not a real-live submitter.

Exact Next Step

P11 is locally closed. Default next action is to continue periodic analysis-decision monitoring with maturity rollup and, when opening the next bounded product slice, move to the next P12-style automation-operations hardening candidate such as silent windows / noise control.

Validation Commands Used Recently

D:\ai-exchange\.venv\Scripts\python.exe -m unittest tests.unit.test_visual_review_service tests.unit.test_run_visual_review tests.unit.test_trading_runtime_service tests.unit.test_api_and_main tests.unit.test_api_server
D:\ai-exchange\.venv\Scripts\python.exe scripts\run_script_static_checks.py
D:\ai-exchange\.venv\Scripts\python.exe -m unittest tests.unit.test_run_until_blocked tests.unit.test_monitoring_alert_rollout tests.unit.test_runtime_script_json
D:\ai-exchange\.venv\Scripts\python.exe scripts\run_visual_review.py
D:\ai-exchange\.venv\Scripts\python.exe scripts\run_visual_snapshot_capture.py
D:\ai-exchange\.venv\Scripts\python.exe scripts\run_visual_capture_cleanup.py
D:\ai-exchange\.venv\Scripts\python.exe scripts\run_runtime_task_watchdog.py
D:\ai-exchange\.venv\Scripts\python.exe scripts\run_trading_runtime.py
D:\ai-exchange\.venv\Scripts\python.exe -m unittest tests.unit.test_visual_snapshot_capture_service tests.unit.test_run_visual_snapshot_capture tests.unit.test_api_static_server