# ai-exchange Tasks

## Execution Mode

- [x] Autonomous mode enabled
- [x] No per-stage confirmation required
- [x] Each stage must close the loop through implementation, validation, deploy/smoke when possible, and state writeback
- [x] P0-P6 Research Council phase expansion is frozen
- [x] P6 `no_op_healthy` must not create Research Council P7/P8
- [x] Stable monitor quality may enter automation execution-layer P7
- [x] User explicitly requested the next P8 product-development round
- [x] User requested a finite P15-PXX task list so future phases can continue without per-phase stops

## In Progress

- [x] P22 Maintenance And Retention Rollup local closure complete

## Next Up

- [x] P8 local closure complete
- [x] P9 local closure complete
- [x] P10 local closure complete
- [x] P11 local closure complete
- [x] P12 local closure complete
- [x] P13 local closure complete
- [x] P14 local closure complete
- [x] Define finite P15-PXX continuation queue
- [x] P15 local closure complete
- [x] P16 local closure complete
- [x] P17 local closure complete
- [x] P18 local closure complete
- [x] P19 local closure complete
- [x] P20 local closure complete
- [x] P21 local closure complete
- [x] P22 local closure complete
- [ ] Start P23 End-To-End Unattended Harness
- [ ] Continue periodic analysis-decision monitoring with maturity rollup in parallel
- [ ] Treat browser screenshot capture and additional external media adapters as future enhancements

## Automation Status

- [x] state: automation_execution_layer_p22_maintenance_retention_rollup_closed
- [x] current_phase: P22 Maintenance And Retention Rollup
- [x] latest_p7_selector_choice: continue_periodic_analysis_decision_monitoring_with_maturity_rollup
- [x] latest_p14_slice: webhook_transport_retry
- [x] latest_p15_pxx_tasklist_status: ready
- [x] latest_p15_pxx_tasklist_path: docs/AI_ICT_自动化执行层_P15-PXX闭环任务清单_v1.md
- [x] latest_p15_slice: alert_noise_policy_matrix
- [x] latest_alert_noise_policy_status: implemented
- [x] latest_alert_noise_policy_route_status: visible_existing_quality_summary
- [x] latest_alert_noise_policy_runtime_status: visible
- [x] latest_p16_slice: browser_screenshot_capture_adapter
- [x] latest_visual_browser_capture_status: implemented
- [x] latest_visual_browser_capture_smoke_status: captured
- [x] latest_visual_capture_script_noop_status: ignored_watch_run_missing
- [x] latest_p17_slice: visual_trigger_roi_router
- [x] latest_visual_trigger_policy_status: implemented
- [x] latest_visual_trigger_policy_smoke_status: idle_no_pending_watch_runs
- [x] latest_visual_trigger_runtime_status: visible
- [x] latest_visual_trigger_quality_summary_status: visible
- [x] latest_p18_slice: visual_evidence_media_dispatch
- [x] latest_visual_media_evidence_status: implemented
- [x] latest_visual_media_evidence_dispatch_status: visible
- [x] latest_visual_media_evidence_smoke_status: no_pending_alerts_safe_noop
- [x] latest_p19_slice: multi_channel_alert_routing
- [x] latest_channel_router_status: implemented
- [x] latest_channel_health_status: visible
- [x] latest_disabled_adapter_status: visible_credential_missing
- [x] latest_channel_routing_smoke_status: no_pending_alerts_safe_noop
- [x] latest_p20_slice: operator_digest_review_queue
- [x] latest_operator_digest_status: implemented
- [x] latest_operator_digest_route_status: ok
- [x] latest_operator_digest_workbench_status: visible
- [x] latest_operator_digest_smoke_status: safe_noop_or_completed
- [x] latest_p21_slice: runtime_incident_journal
- [x] latest_runtime_incident_journal_status: implemented
- [x] latest_runtime_incident_journal_route_status: ok
- [x] latest_runtime_incident_journal_workbench_status: visible
- [x] latest_runtime_incident_journal_smoke_status: idle_persisted
- [x] latest_p22_slice: maintenance_retention_rollup
- [x] latest_maintenance_summary_status: implemented
- [x] latest_maintenance_summary_route_status: ok
- [x] latest_maintenance_summary_workbench_status: visible
- [x] latest_maintenance_summary_smoke_status: warning_feedback_sample_health
- [x] next_execution_layer_phase: P23 End-To-End Unattended Harness
- [x] latest_visual_review_script_status: idle
- [x] latest_runtime_visual_watch_task_status: ok
- [x] latest_visual_capture_cleanup_task_status: ok
- [x] latest_runtime_watchdog_task_status: implemented
- [x] latest_visual_snapshot_capture_status: implemented
- [x] latest_visual_reviews_panel_status: visible
- [x] latest_visual_feedback_status: implemented
- [x] latest_visual_alert_evidence_dispatch_status: implemented_existing_channels
- [x] latest_alert_quality_summary_status: implemented
- [x] latest_review_packet_alert_quality_status: visible
- [x] latest_alert_quality_route_status: ok
- [x] latest_visual_capture_cleanup_status: implemented
- [x] latest_visual_capture_cleanup_route_status: ok
- [x] latest_runtime_watchdog_status: implemented
- [x] latest_runtime_watchdog_route_status: ok
- [x] latest_alert_silent_window_status: implemented
- [x] latest_alert_silent_window_route_status: ok
- [x] latest_alert_retry_recovery_status: implemented
- [x] latest_alert_transport_retry_status: implemented
- [x] latest_runtime_blockers: none
- [x] no_new_research_council_phase_created: true

## Newly Done

- [x] Completed P7-4 bounded automation slice selector before opening P8
- [x] Added `VisualReviewService`
- [x] Added `scripts/run_visual_review.py`
- [x] Added `VisualSnapshotCaptureService` and `scripts/run_visual_snapshot_capture.py`
- [x] Added visual review API routes
- [x] Added a read-only workbench panel for recent visual reviews
- [x] Added `alert_feedback` persistence and feedback service
- [x] Added visual review feedback API routes
- [x] Added workbench feedback actions for useful / misleading / actionable labels
- [x] Added visual evidence to alert dispatch messages and delivery payloads for existing channels
- [x] Added `AlertQualitySummaryService`
- [x] Added `GET /trading/alerts/quality-summary`
- [x] Added `review_packet.alert_quality_summary`
- [x] Added dashboard `Alert Quality` panel
- [x] Applied local migrations through `042_create_alert_feedback.sql`
- [x] Added `VisualCaptureRetentionService`
- [x] Added `scripts/run_visual_capture_cleanup.py`
- [x] Added `POST /trading/visual-watch/cleanup-captures`
- [x] Added runtime `visual_capture_cleanup` task
- [x] Added workbench `Cleanup Old Captures` action
- [x] Added `RuntimeTaskWatchdogService`
- [x] Added `scripts/run_runtime_task_watchdog.py`
- [x] Added `GET /trading/runtime-watchdog`
- [x] Added `runtime_status.runtime_watchdog`
- [x] Added runtime panel stalled-task visibility
- [x] Added `AlertSilentWindowService`
- [x] Added `scripts/run_alert_silent_window_status.py`
- [x] Added `GET /trading/alerts/silent-window-status`
- [x] Added silent-window suppression to dispatcher and alert quality summary
- [x] Added `Alert Quality` panel silent-window visibility
- [x] Added failed-alert retry recovery to `AlertDispatcherService`
- [x] Added bounded retry attempts and retry backoff settings
- [x] Added retry counters to dispatcher payloads, delivery summary, and runtime `alert_dispatch` details
- [x] Added bounded webhook transport retry inside `AlertDispatcherService._send`
- [x] Added transport retry counters to dispatcher payloads, delivery summary, and runtime `alert_dispatch` details
- [x] Added `docs/AI_ICT_自动化执行层_P15-PXX闭环任务清单_v1.md`
- [x] Defined P15-PXX as a finite queue ending at PXX closure gate instead of open-ended phase growth
- [x] Added alert noise policy matrix settings
- [x] Added structured `evaluate_alert_delivery_policy()`
- [x] Added policy counters to dispatcher payloads
- [x] Added noise-policy/workbench-only/external-allowed counters to alert quality summary
- [x] Added policy counters to runtime `alert_dispatch` task details
- [x] Added policy counters to the workbench `Alert Quality` panel
- [x] Added focused P15 policy, dispatcher, summary, runtime, and docs inventory tests
- [x] Added browser-backed screenshot capture to `VisualSnapshotCaptureService`
- [x] Added visual capture payload fields for `html_path`, `screenshot_path`, `metadata_path`, `capture_url`, and `browser_capture_status`
- [x] Extended visual snapshot capture script and API route with browser capture controls
- [x] Added browser capture status and HTML path visibility to workbench Visual Reviews
- [x] Added focused P16 browser capture, script, and API tests
- [x] Added structured `evaluate_visual_trigger_policy()` for visual trigger/skip routing
- [x] Added `visual_trigger_policy`, `visual_trigger_skip_reason`, and `visual_trigger_roi` to decision alert payloads
- [x] Added policy metadata to reserved visual watch requests and visual review payloads
- [x] Added trigger/skip counters to runtime `decision_packet` and `visual_watch` task details
- [x] Added trigger type counts and review result counts to alert quality visual review summary
- [x] Added trigger visibility to workbench Alert Quality and Visual Reviews panels
- [x] Added focused P17 visual trigger, decision packet, visual review, quality summary, runtime, and script tests
- [x] Added `build_visual_media_evidence()` and `summarize_visual_media_evidence()`
- [x] Added stable `media_evidence` blocks to alert dispatcher delivery payloads and dispatcher results
- [x] Added `media_attached`, `media_linked`, and `media_unavailable` counters to dispatcher, delivery summary, runtime `alert_dispatch`, and dispatcher script output
- [x] Added media evidence status and primary path visibility to Visual Reviews API/workbench
- [x] Added focused P18 media evidence, dispatcher, quality summary, runtime, and API tests
- [x] Added structured channel route/capability helpers for workbench, webhook, WeCom, and email
- [x] Added channel health summary with enabled/disabled/credential-missing channel visibility
- [x] Added disabled adapter states for WeCom and email when credentials or adapter support are unavailable
- [x] Added per-channel summary to dispatcher results, delivery summary, runtime `alert_dispatch`, dispatcher script output, and workbench Alert Quality
- [x] Added focused P19 channel router, disabled channel, summary, and runtime tests
- [x] Added `OperatorDigestService` for recent alert, delivery, visual review, quality flag, and feedback-gap aggregation
- [x] Added `scripts/run_operator_digest.py`
- [x] Added `GET /trading/alerts/operator-digest`
- [x] Added operator digest/review queue visibility to the workbench `Alert Quality` panel
- [x] Added focused P20 digest service, script, API, and dashboard route tests
- [x] Added `runtime_incidents` persistence with upsert aggregation by incident key
- [x] Added `RuntimeIncidentJournalService`
- [x] Added `scripts/run_runtime_incident_journal.py`
- [x] Added `GET /trading/runtime-incidents`
- [x] Added `runtime_status.incident_summary`
- [x] Added incident journal visibility to `run_trading_runtime.py` and the workbench runtime panel
- [x] Added focused P21 service, script, API, runtime, and dashboard route tests
- [x] Added `MaintenanceSummaryService`
- [x] Added `scripts/run_maintenance_summary.py`
- [x] Added `GET /trading/maintenance-summary`
- [x] Added maintenance rollup visibility to the workbench runtime panel
- [x] Added focused P22 maintenance service, script, API, and dashboard route tests
- [x] Added runtime `visual_watch` task
- [x] Added focused service, script, API, and runtime tests
- [x] Smoked the visual review script with no pending reviews
- [x] Smoked the capture script with no watch run provided
- [x] Smoked the cleanup script with expired temporary artifacts
- [x] Smoked the runtime watchdog script with `stalled_task_count=0`
- [x] Smoked the silent-window script with `active=true`
- [x] Smoked the dispatcher script with retry counters visible
- [x] Smoked the trading runtime with blockers=none
- [x] Smoked P15 dispatcher with policy counters visible
- [x] Smoked P15 quality-summary API with policy counters visible
- [x] Smoked P16 direct browser screenshot capture with a real PNG output
- [x] Smoked P16 capture script safe no-op without watch run
- [x] Smoked P17 visual review safe no-op with `skip_reason=no_pending_visual_watch_runs`
- [x] Smoked P17 quality-summary API with trigger counters visible
- [x] Smoked P17 trading runtime with blockers=none and visual trigger details visible
- [x] Smoked P18 dispatcher safe no-op with media counters visible
- [x] Smoked P18 quality-summary API with media counters visible
- [x] Smoked P18 trading runtime with blockers=none and alert dispatch media counters visible
- [x] Smoked P19 dispatcher safe no-op with channel health visible
- [x] Smoked P19 quality-summary API with channel status counts visible
- [x] Smoked P19 trading runtime with blockers=none and alert dispatch channel health visible
- [x] Smoked P20 operator digest script/API completed state with review queue fields visible
- [x] Completed P20 full validation: 685 unit tests, 68 script static checks, dashboard JS syntax, operator digest script/API smoke, and runtime smoke blockers=none
- [x] Applied local migration `043_create_runtime_incidents.sql`
- [x] Smoked P21 runtime incident journal script/API with idle persisted state
- [x] Completed P21 full validation: 691 unit tests, 69 script static checks, dashboard JS syntax, runtime incident script/API smoke, and runtime smoke blockers=none
- [x] Smoked P22 maintenance summary script/API with warning-only feedback sample health and no blockers
- [x] Completed P22 full validation: 696 unit tests, 70 script static checks, dashboard JS syntax, maintenance summary script/API smoke

## Blocked

- [x] none

## Standing Guardrails

- [x] `decision_support_ready` remains strict unrestricted lane and must not be force-enabled
- [x] `real_live_path_ready` remains intentionally disabled until the live adapter is real-live ready
- [x] Visual review is advisory and must not alter execution permission
- [x] Keep OKX fills out of the current analysis/restricted-decision blocker set

## Future Enhancements Not Blocking P8

- [x] none currently tracked outside the finite P15-PXX queue

## Deferred Until Real-Trading Phase

- [ ] `real_trade_sample_verified` is not required in the current analysis/decision-only phase
- [ ] Real fill reconciliation should be verified only when the project intentionally enters a real-trading validation phase

## Operational Dependencies

- [ ] Keep `D:\v2rayN-windows-64\v2rayN.exe` / `xray.exe` running on the local Windows host
- [ ] Keep remote `.env` proxy path compatible with `MARKET_TRUTH_PROXY_URL=http://192.168.3.73:10808`

## Major Done Milestones

- [x] `Research Council P6` remote deploy and governance tick smoke gate
- [x] `P0-P6` reasonableness review and phase freeze gate
- [x] `analysis_decision_monitor_runner` Current-phase single-command monitor
- [x] `automation_execution_layer_p7_monitor_maturity_rollup` P7-1 maturity rollup
- [x] `automation_execution_layer_p7_remote_drift_check` P7-2 remote drift check
- [x] `automation_execution_layer_p7_alert_decision_support_quality_review` P7-3 quality review
- [x] `automation_execution_layer_p7_bounded_automation_slice_selector` P7-4 bounded automation slice selector
- [x] `automation_execution_layer_p8_visual_watch_review_loop` P8 first slice
- [x] `automation_execution_layer_p8_visual_watch_snapshot_capture_adapter`
- [x] `automation_execution_layer_p8_visual_review_workbench_panel`
- [x] `automation_execution_layer_p9_alert_quality_rollup`
- [x] `automation_execution_layer_p10_visual_capture_retention_cleanup`
- [x] `automation_execution_layer_p11_runtime_task_watchdog`
- [x] `automation_execution_layer_p12_alert_silent_window_noise_control`
- [x] `automation_execution_layer_p13_alert_dispatch_retry_recovery`
- [x] `automation_execution_layer_p14_webhook_transport_retry`
- [x] `automation_execution_layer_p15_pxx_tasklist_ready`
- [x] `automation_execution_layer_p15_alert_noise_policy_matrix`
- [x] `automation_execution_layer_p16_browser_screenshot_capture_adapter`
- [x] `automation_execution_layer_p17_visual_trigger_roi_router`
- [x] `automation_execution_layer_p18_visual_evidence_media_dispatch`
- [x] `automation_execution_layer_p19_multi_channel_alert_routing`
- [x] `automation_execution_layer_p20_operator_digest_review_queue`
- [x] `automation_execution_layer_p21_runtime_incident_journal`
- [x] `automation_execution_layer_p22_maintenance_retention_rollup`

## P15-PXX Finite Queue

- [x] `P15` Alert Noise Policy Matrix
- [x] `P16` Browser Screenshot Capture Adapter
- [x] `P17` Visual Trigger ROI Router
- [x] `P18` Visual Evidence Media Dispatch
- [x] `P19` Multi-Channel Alert Routing
- [x] `P20` Operator Digest And Review Queue
- [x] `P21` Runtime Incident Journal
- [x] `P22` Maintenance And Retention Rollup
- [ ] `P23` End-To-End Unattended Harness
- [ ] `P24` Remote Smoke And Ops Closure
- [ ] `PXX` Automation Execution Closure Gate

## Backlog

- [ ] Long-term target: complete `Real-time Assisted Trading V1` without enabling default live auto-trading