Logs & Traces
Operational brain of the system ? inspect traces, step timelines, refs, and grouped errors quickly.
Traces
Recent operational runs
last 100 traces
100
loaded into current page
Errors
Grouped inbox
error groups
4
grouped by node / name
Steps
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selected trace steps
0
inputs / outputs / refs drill-down
Artifacts
Refs behind the trace
selected trace artifacts
9
clickable refs / raw JSON
Traces list
Last traces with duration, status, error and quick filter
| Trace ID | Started | Duration | Status | Error | Actions |
|---|---|---|---|---|---|
| 2026-04-09T14:20:14.943946+00:00 | 2876 ms | ok |
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| 2026-04-09T14:20:12.535358+00:00 | ? | ok |
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| 2026-04-09T14:20:12.503414+00:00 | 639 ms | error |
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| 2026-04-09T14:20:12.501231+00:00 | ? | ok |
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| 2026-04-09T14:20:05.122561+00:00 | ? | ok |
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| 2026-04-09T14:19:42.497526+00:00 | 2501 ms | ok |
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| 2026-04-09T14:19:27.497241+00:00 | ? | ok |
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| 2026-04-09T14:19:12.500608+00:00 | 4248 ms | ok |
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| 2026-04-09T14:19:12.498291+00:00 | ? | ok |
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| 2026-04-09T14:18:42.498546+00:00 | 2417 ms | ok |
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| 2026-04-09T14:18:42.496599+00:00 | ? | ok |
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| 2026-04-09T14:18:12.498709+00:00 | 2955 ms | ok |
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| 2026-04-09T14:18:12.497009+00:00 | ? | ok |
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| 2026-04-09T14:17:57.501115+00:00 | ? | ok |
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| 2026-04-09T14:17:42.498632+00:00 | 2756 ms | ok |
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| 2026-04-09T14:17:12.500893+00:00 | 2759 ms | ok |
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| 2026-04-09T14:17:12.498239+00:00 | ? | ok |
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| 2026-04-09T14:17:12.498228+00:00 | ? | ok |
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| 2026-04-09T14:16:42.500366+00:00 | 2481 ms | ok |
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| 2026-04-09T14:16:27.496900+00:00 | ? | ok |
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| 2026-04-09T14:16:12.499041+00:00 | 2743 ms | ok |
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| 2026-04-09T14:16:12.497267+00:00 | ? | ok |
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| 2026-04-09T14:15:42.499331+00:00 | 3304 ms | ok |
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| 2026-04-09T14:15:42.496960+00:00 | ? | ok |
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| 2026-04-09T14:15:14.923326+00:00 | 2767 ms | ok |
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| 2026-04-09T14:15:12.501986+00:00 | 614 ms | error |
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| 2026-04-09T14:15:12.500094+00:00 | ? | ok |
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| 2026-04-09T14:14:57.497631+00:00 | ? | ok |
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| 2026-04-09T14:14:42.497717+00:00 | 2904 ms | ok |
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| 2026-04-09T14:14:12.499492+00:00 | 2643 ms | ok |
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| 2026-04-09T14:14:12.499032+00:00 | ? | ok |
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| 2026-04-09T14:14:12.497490+00:00 | ? | ok |
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| 2026-04-09T14:13:42.500717+00:00 | 3472 ms | ok |
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| 2026-04-09T14:13:27.497173+00:00 | ? | ok |
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| 2026-04-09T14:13:12.501678+00:00 | 4026 ms | ok |
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| 2026-04-09T14:13:12.498748+00:00 | ? | ok |
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| 2026-04-09T14:12:45.079664+00:00 | 2871 ms | ok |
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| 2026-04-09T14:12:42.498662+00:00 | 607 ms | error |
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| 2026-04-09T14:12:42.496606+00:00 | ? | ok |
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| 2026-04-09T14:12:12.499307+00:00 | 2996 ms | ok |
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| 2026-04-09T14:12:12.497421+00:00 | ? | ok |
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| 2026-04-09T14:11:57.497035+00:00 | ? | ok |
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| 2026-04-09T14:11:42.498652+00:00 | 2885 ms | ok |
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| 2026-04-09T14:11:12.500677+00:00 | 2686 ms | ok |
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| 2026-04-09T14:11:12.498213+00:00 | ? | ok |
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| 2026-04-09T14:11:12.498180+00:00 | ? | ok |
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| 2026-04-09T14:10:42.498949+00:00 | 2447 ms | ok |
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| 2026-04-09T14:10:27.497465+00:00 | ? | ok |
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| 2026-04-09T14:10:12.502878+00:00 | 3119 ms | ok |
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| 2026-04-09T14:10:12.500109+00:00 | ? | ok |
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| 2026-04-09T14:09:42.498882+00:00 | 2829 ms | ok |
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| 2026-04-09T14:09:42.496740+00:00 | ? | ok |
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| 2026-04-09T14:09:12.501036+00:00 | 2856 ms | ok |
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| 2026-04-09T14:09:12.498365+00:00 | ? | ok |
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| 2026-04-09T14:08:57.497224+00:00 | ? | ok |
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| 2026-04-09T14:08:45.209451+00:00 | 2700 ms | ok |
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| 2026-04-09T14:08:42.499150+00:00 | 552 ms | error |
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| 2026-04-09T14:08:12.718171+00:00 | ? | ok |
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| 2026-04-09T14:08:12.684253+00:00 | 3248 ms | ok |
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| 2026-04-09T14:08:12.682091+00:00 | ? | ok |
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| 2026-04-09T14:07:42.497913+00:00 | 2699 ms | ok |
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| 2026-04-09T14:07:27.497018+00:00 | ? | ok |
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| 2026-04-09T14:07:12.501387+00:00 | 4186 ms | ok |
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| 2026-04-09T14:07:12.498680+00:00 | ? | ok |
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| 2026-04-09T14:06:42.498527+00:00 | 3130 ms | ok |
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| 2026-04-09T14:06:42.496476+00:00 | ? | ok |
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| 2026-04-09T14:06:12.499343+00:00 | 2471 ms | ok |
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| 2026-04-09T14:06:12.497851+00:00 | ? | ok |
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| 2026-04-09T14:05:57.496699+00:00 | ? | ok |
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| 2026-04-09T14:05:42.499778+00:00 | 3772 ms | ok |
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| 2026-04-09T14:05:12.548444+00:00 | 2857 ms | ok |
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| 2026-04-09T14:05:12.545733+00:00 | ? | ok |
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| 2026-04-09T14:05:12.545723+00:00 | ? | ok |
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| 2026-04-09T14:04:42.500321+00:00 | 2728 ms | ok |
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| 2026-04-09T14:04:27.496913+00:00 | ? | ok |
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| 2026-04-09T14:04:12.499609+00:00 | 2766 ms | ok |
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| 2026-04-09T14:04:12.497484+00:00 | ? | ok |
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| 2026-04-09T14:03:45.593392+00:00 | 2971 ms | ok |
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| 2026-04-09T14:03:42.499712+00:00 | 838 ms | error |
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| 2026-04-09T14:03:42.497131+00:00 | ? | ok |
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| 2026-04-09T14:03:12.500926+00:00 | 3008 ms | ok |
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| 2026-04-09T14:03:12.498298+00:00 | ? | ok |
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| 2026-04-09T14:02:57.497259+00:00 | ? | ok |
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| 2026-04-09T14:02:42.498015+00:00 | 2931 ms | ok |
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| 2026-04-09T14:02:12.499381+00:00 | 3674 ms | ok |
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| 2026-04-09T14:02:12.497587+00:00 | ? | ok |
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| 2026-04-09T14:02:12.497574+00:00 | ? | ok |
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| 2026-04-09T14:01:42.502315+00:00 | 3035 ms | ok |
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| 2026-04-09T14:01:27.496669+00:00 | ? | ok |
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| 2026-04-09T14:01:12.499962+00:00 | 2819 ms | ok |
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| 2026-04-09T14:01:12.497828+00:00 | ? | ok |
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| 2026-04-09T14:00:42.498864+00:00 | 2811 ms | ok |
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| 2026-04-09T14:00:42.497024+00:00 | ? | ok |
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| 2026-04-09T14:00:12.503837+00:00 | 4681 ms | ok |
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| 2026-04-09T14:00:12.504347+00:00 | 61867 ms | error |
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| 2026-04-09T14:00:12.501266+00:00 | ? | ok |
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| 2026-04-09T13:59:57.497594+00:00 | ? | ok |
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| 2026-04-09T13:59:44.955445+00:00 | 3547 ms | ok |
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| 2026-04-09T13:59:42.499236+00:00 | 599 ms | error |
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| 2026-04-09T13:59:12.500772+00:00 | 2670 ms | ok |
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Trace viewer
Timeline steps, refs, inputs, outputs
trace
ok
No step timeline available for selected trace.
Trace artifacts / refs
refs_json links and artifact drill-down
| Kind | Created | Ref | Actions |
|---|---|---|---|
| autotrade.status | 2026-04-09T13:03:13.126245+00:00 | artifact://75602 | |
| autotrade.execution.result | 2026-04-09T13:03:12.820428+00:00 | artifact://75601 | |
| trade.attribution | 2026-04-09T13:03:12.818944+00:00 | artifact://75600 | |
| trade.result | 2026-04-09T13:03:12.814858+00:00 | artifact://75599 | |
| autotrade.gate.summary | 2026-04-09T13:03:12.813509+00:00 | artifact://75598 | |
| autotrade.gate.result | 2026-04-09T13:03:12.811017+00:00 | artifact://75597 | |
| trade.intent | 2026-04-09T13:03:12.514718+00:00 | artifact://75596 | |
| autotrade.decision.bundle | 2026-04-09T13:03:12.503204+00:00 | artifact://75595 | |
| autotrade.status | 2026-04-09T13:03:12.499884+00:00 | artifact://75593 |
Error inbox
Latest errors grouped by node / name
ccxt
2026-04-09T14:20:12.503414+00:00
166 errors
binance {"code":-2008,"msg":"Invalid Api-Key ID."}
tools_3
2026-04-09T14:01:25.758552+00:00
125 errors
Server error '502 Bad Gateway' for url 'https://api.stlouisfed.org/fred/series/observations?series_id=SP500&file_type=json&api_key=383e0dd0b931f6ea6807849a6d85469d'
For more information check: https://developer.mozilla.org/en-US/docs/Web/HTTP/Status/502
/traces/{trace_id}
2026-04-07T21:53:11.158522+00:00
2 errors
404: trace not found
fetch_ohlcv_recent
2026-04-08T15:09:21.803529+00:00
1 errors
binance {"code":-2008,"msg":"Invalid Api-Key ID."}
Error count per hour
Operational pressure snapshot
2026-04-08T15:00:00
7
2026-04-08T16:00:00
1
2026-04-08T17:00:00
8
2026-04-08T18:00:00
3
2026-04-08T19:00:00
2
2026-04-08T20:00:00
1
2026-04-08T21:00:00
6
2026-04-08T22:00:00
6
2026-04-08T23:00:00
5
2026-04-09T00:00:00
3
2026-04-09T01:00:00
6
2026-04-09T02:00:00
13
2026-04-09T03:00:00
14
2026-04-09T04:00:00
14
2026-04-09T05:00:00
15
2026-04-09T06:00:00
13
2026-04-09T07:00:00
14
2026-04-09T08:00:00
13
2026-04-09T09:00:00
15
2026-04-09T10:00:00
22
2026-04-09T11:00:00
19
2026-04-09T12:00:00
11
2026-04-09T13:00:00
14
2026-04-09T14:00:00
11
Refs panel
Fast links to artifact viewer
Raw payload preview
Debug view for the page payload
Open raw JSON
{
"artifacts": [
{
"created_at": "2026-04-09T13:03:13.126245+00:00",
"id": 75602,
"kind": "autotrade.status",
"payload": {
"dry_run": false,
"enabled": true,
"exchange": "binance",
"exchange_balance_summary": {
"balances": {},
"error": "AuthenticationError: binanceusdm {\"code\":-2008,\"msg\":\"Invalid Api-Key ID.\"}",
"exchange": "binance",
"market_type": "unknown",
"ok": false,
"raw": null,
"sandbox": true
},
"execution_mode": "sandbox",
"exposure_limit": 1000.0,
"kill_switch": false,
"last_amount": null,
"last_error": null,
"last_gate_decision": "allowed",
"last_gate_reason": "strategy.non_executable_action:unknown",
"last_order_id": null,
"last_price": null,
"last_reason": "strategy.non_executable_action",
"last_status": "skipped",
"liquidity_gate": "required",
"local_balance": 0.0,
"pair": "BTC/USDT",
"position_limit": 250.0,
"same_candle_bucket": "1h:1775739600",
"sandbox": true,
"source": "services.autotrade.runner",
"symbol": "BTC/USDT",
"timeframe": "1h",
"trace_id": "fb20ee5e1f9f44bf80acaa165f4c4573",
"ts": "2026-04-09T13:03:13.123704+00:00"
},
"ref": "artifact://75602",
"store": "postgres",
"trace_id": "fb20ee5e1f9f44bf80acaa165f4c4573"
},
{
"created_at": "2026-04-09T13:03:12.820428+00:00",
"id": 75601,
"kind": "autotrade.execution.result",
"payload": {
"action": "unknown",
"base_qty": null,
"confidence": 0.2,
"decision_ref": "artifact://75595",
"dry_run": false,
"exchange": "binance",
"execution_plan": {
"amount": null,
"execution_mode": "None",
"expected_price": null,
"maker_first": null,
"market_type": "spot",
"marketable_limit": null,
"max_reprice_attempts": null,
"max_slippage_bps": null,
"notional_usd": 100.0,
"order_type": "None",
"qualification_class": "None",
"reduce_only": false,
"sandbox": null,
"slice_interval_ms": null,
"slices": null,
"time_in_force": "GTC",
"venue": "binance"
},
"gate": {
"action": "unknown",
"blockers": [
{
"code": "strategy.non_executable_action",
"group": "strategy",
"value": "unknown"
},
{
"code": "strategy.non_executable_side",
"group": "strategy",
"value": "none"
},
{
"code": "confidence.below_threshold",
"group": "confidence",
"threshold": 0.48,
"value": 0.2
},
{
"code": "confidence.below_no_llm_threshold",
"group": "confidence",
"mode": "deterministic_fallback",
"threshold": 0.45,
"value": 0.2
},
{
"code": "quality.trade_intent_autotrade_unsafe",
"group": "quality",
"value": false
},
{
"code": "quality.pipeline_degraded",
"group": "quality",
"value": "degraded"
},
{
"code": "quality.llm_status_not_ok",
"group": "quality",
"value": "exception"
},
{
"code": "quality.bundle_pipeline_degraded",
"group": "quality",
"value": "degraded"
},
{
"code": "quality.meta_filter_skip",
"group": "quality",
"value": 0.0
}
],
"confidence": 0.2,
"decision": "allowed",
"decision_label": "allowed",
"exchange": "binance",
"gate_level": "micro_auto",
"guards": {
"blocking_factors": [],
"compliance_ok": true,
"execution_ok": null,
"overrides": [],
"portfolio_ok": null,
"risk_ok": true,
"winner_factors": [
"risk_approved",
"compliance_clear",
"deterministic_arbitration"
]
},
"inputs": {
"action": "unknown",
"confidence": 0.2,
"side": "none",
"signal": {
"action_after_risk": "hold",
"action_before_risk": "hold",
"asset": null,
"bearish_contributors": [
"onchain_detail:taker_sell_dominant:0.82 \u2014 aggressive market selling (bearis"
],
"blocked_by": [],
"blockers": [],
"bullish_contributors": [
"onchain:bullish:+0.168",
"onchain_detail:cross_exchange_funding_negative:0.0001 \u2014 shorts overextended",
"onchain_detail:fear_greed_extreme_fear:14/100 \u2014 extreme panic, contrarian b"
],
"confidence_after_risk": 0.17425403977894974,
"confidence_before_risk": 0.19263813956474526,
"decision_state": "conflicting_signal",
"degraded_sources": [],
"evidence_pack": {
"bearish_contributors": [
"onchain_detail:taker_sell_dominant:0.82 \u2014 aggressive market selling (bearis"
],
"bullish_contributors": [
"onchain:bullish:+0.168",
"onchain_detail:cross_exchange_funding_negative:0.0001 \u2014 shorts overextended",
"onchain_detail:fear_greed_extreme_fear:14/100 \u2014 extreme panic, contrarian b"
],
"degraded_sources": [],
"evidence_summary": "bullish: onchain:bullish:+0.168, onchain_detail:cross_exchange_funding_negative:0.0001 \u2014 shorts overextended, onchain_detail:fear_greed_extreme_fear:14/100 \u2014 extreme panic, contrarian b | bearish: onchain_detail:taker_sell_dominant:0.82 \u2014 aggressive market selling (bearis",
"neutral_contributors": [
"strategy_factor:macro_structural_bias"
],
"override_explanation": null
},
"hold_cause": "conflicting_signal",
"max_position": 100.0,
"meta_decision": {
"action": "paper_only",
"autotrade_safe": false,
"confidence": 0.2,
"deterministic_route_quality": "degraded_deterministic",
"edge_score": 0.1252,
"entry_quality_score": 0.42,
"execution_vote": "allow",
"expected_value_score": 0.1027,
"explanation": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"final_summary": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"llm_status": "exception",
"mode": "degraded",
"needs_manual_review": true,
"price_asymmetry_score": 0.35,
"quality": "degraded",
"raw_refs": {},
"reason": "All connection attempts failed",
"reason_codes": [
"ml_trust_low"
],
"refs_used": [],
"risk_vote": "allow",
"should_trade": false,
"signal": {
"calibration_score": null,
"drift_detected": false,
"health_state": "unknown",
"ml_trust": 0.0,
"synthetic_price": true,
"trend_direction": "flat"
},
"size_multiplier": 0.0,
"skip_reason": "ml_trust_low",
"trend_alignment_score": 0.4
},
"pair": "BTC/USDT",
"preferred_action": "hold",
"price_agent": {
"autotrade_safe": false,
"confidence": 0.25,
"deterministic_route_quality": "degraded_deterministic",
"expected_close": 71292.38,
"expected_high": 72147.88856,
"expected_low": 70436.87144,
"expected_move_pct": 0.0,
"explanation": "Deterministic price corridor from ML bias and realized volatility.",
"horizon": "1h",
"llm_status": "exception",
"mode": "degraded",
"needs_manual_review": true,
"path_shape": "chop",
"predicted_close_is_synthetic": true,
"price_range_68": {
"high": 72147.88856,
"low": 70436.87144
},
"price_range_95": {
"high": 72917.846264,
"low": 69666.913736
},
"quality": "degraded",
"raw_refs": {},
"reason": "All connection attempts failed",
"reasoning_summary": "Deterministic price corridor from ML bias and realized volatility.",
"refs_used": [],
"signal": {
"ml_score": 0.0,
"predicted_close_is_synthetic": true,
"realized_vol_short": 0.012
},
"sl_hard": 70398.37355480001,
"sl_soft": 70864.62572000001,
"tp1": 71720.13428,
"tp2": 72105.11313200001
},
"recommended_size_modifier": 1.0,
"risk_confidence": 0.5071270198894748,
"risk_impact": {
"action_after_risk": "hold",
"action_before_risk": "hold",
"blocked_by": [],
"confidence_after_risk": 0.17425403977894974,
"confidence_before_risk": 0.19263813956474526,
"final_reason": "Risk level low (score=0.14); 2 active factors, 0 blocking.",
"overrides": [
"allow"
],
"size_modifier": 1.0
},
"risk_ok": true,
"risk_overrides": [
"allow"
],
"source": "deterministic_fallback",
"stop_loss": 0.03715833,
"strategy_action": "hold",
"strategy_confidence": 0.19263813956474526,
"trend_agent": {
"autotrade_safe": false,
"confidence": 0.22,
"continuation_probability": 0.42,
"deterministic_route_quality": "degraded_deterministic",
"evidence": [
"market.momentum",
"ml.directional_bias"
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"strategy",
"trading",
"supervisor",
"risk"
],
"drift_detected": false,
"health_state": "unknown",
"ml_trust_score": null,
"pipeline_quality": "degraded"
},
"llm_status": "exception",
"meta_decision": {
"action": "paper_only",
"autotrade_safe": false,
"confidence": 0.2,
"deterministic_route_quality": "degraded_deterministic",
"edge_score": 0.1252,
"entry_quality_score": 0.42,
"execution_vote": "allow",
"expected_value_score": 0.1027,
"explanation": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"final_summary": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"llm_status": "exception",
"mode": "degraded",
"needs_manual_review": true,
"price_asymmetry_score": 0.35,
"quality": "degraded",
"raw_refs": {},
"reason": "All connection attempts failed",
"reason_codes": [
"ml_trust_low"
],
"refs_used": [],
"risk_vote": "allow",
"should_trade": false,
"signal": {
"calibration_score": null,
"drift_detected": false,
"health_state": "unknown",
"ml_trust": 0.0,
"synthetic_price": true,
"trend_direction": "flat"
},
"size_multiplier": 0.0,
"skip_reason": "ml_trust_low",
"trend_alignment_score": 0.4
},
"needs_manual_review": false,
"quality": "degraded",
"reason": "TradingAgent deterministic fallback used because LLM was unavailable or invalid. Final intent was derived from StrategyAgent output and RiskAgent constraints. | winner_factors=[\u0027risk_approved\u0027, \u0027compliance_clear\u0027, \u0027deterministic_arbitration\u0027]",
"reason_codes": [
"ml_trust_low"
],
"reduce_only": false,
"risk": {
"cancel_after_sec": null,
"stop_loss": 0.03715833,
"take_profit": null,
"time_in_force": "GTC"
},
"side": "None",
"signal": {
"calibration_score": null,
"candidate_models": null,
"ensemble_weights": null,
"exit_policy": null,
"model": null,
"model_runtime_score": null,
"model_selection_score": null,
"quality_score": null,
"realized_vol_short": null,
"regime": {
"regime_confidence": null,
"regime_factors": null,
"regime_label": null
},
"threshold_used": null
},
"size": {
"base_qty": null,
"dynamic_sizing": null,
"max_position_usd": null,
"quote_notional": null,
"size_multiplier": null
},
"size_multiplier": 0.0,
"source_quality_score": 0.64,
"symbol": "BTC/USDT",
"timeframe": "1h",
"trade_class": "paper_only"
},
"trade_intent": {
"action": "unknown",
"autotrade_safe": false,
"confidence": 0.2,
"deterministic_route_quality": "degraded_deterministic",
"disagreement_score": 0.0,
"entry": {
"aggressiveness": "neutral",
"execution_style": null,
"max_slippage_bps": null,
"price": null,
"slices": null,
"type": null
},
"guards": {
"blocking_factors": [],
"compliance_ok": true,
"execution_ok": null,
"overrides": [],
"portfolio_ok": null,
"risk_ok": true,
"winner_factors": [
"risk_approved",
"compliance_clear",
"deterministic_arbitration"
]
},
"health": {
"calibration_score": null,
"degraded_sources": [
"strategy",
"trading",
"supervisor",
"risk"
],
"drift_detected": false,
"health_state": "unknown",
"ml_trust_score": null,
"pipeline_quality": "degraded"
},
"llm_status": "exception",
"meta_decision": {
"action": "paper_only",
"autotrade_safe": false,
"confidence": 0.2,
"deterministic_route_quality": "degraded_deterministic",
"edge_score": 0.1252,
"entry_quality_score": 0.42,
"execution_vote": "allow",
"expected_value_score": 0.1027,
"explanation": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"final_summary": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"llm_status": "exception",
"mode": "degraded",
"needs_manual_review": true,
"price_asymmetry_score": 0.35,
"quality": "degraded",
"raw_refs": {},
"reason": "All connection attempts failed",
"reason_codes": [
"ml_trust_low"
],
"refs_used": [],
"risk_vote": "allow",
"should_trade": false,
"signal": {
"calibration_score": null,
"drift_detected": false,
"health_state": "unknown",
"ml_trust": 0.0,
"synthetic_price": true,
"trend_direction": "flat"
},
"size_multiplier": 0.0,
"skip_reason": "ml_trust_low",
"trend_alignment_score": 0.4
},
"needs_manual_review": false,
"quality": "degraded",
"reason": "TradingAgent deterministic fallback used because LLM was unavailable or invalid. Final intent was derived from StrategyAgent output and RiskAgent constraints. | winner_factors=[\u0027risk_approved\u0027, \u0027compliance_clear\u0027, \u0027deterministic_arbitration\u0027]",
"reason_codes": [
"ml_trust_low"
],
"reduce_only": false,
"risk": {
"cancel_after_sec": null,
"stop_loss": 0.03715833,
"take_profit": null,
"time_in_force": "GTC"
},
"side": "None",
"signal": {
"calibration_score": null,
"candidate_models": null,
"ensemble_weights": null,
"exit_policy": null,
"model": null,
"model_runtime_score": null,
"model_selection_score": null,
"quality_score": null,
"realized_vol_short": null,
"regime": {
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"regime_factors": null,
"regime_label": null
},
"threshold_used": null
},
"size": {
"base_qty": null,
"dynamic_sizing": null,
"max_position_usd": null,
"quote_notional": null,
"size_multiplier": null
},
"size_multiplier": 0.0,
"source_quality_score": 0.64,
"symbol": "BTC/USDT",
"timeframe": "1h",
"trade_class": "paper_only"
},
"ts": "2026-04-09T13:03:12.514126+00:00"
},
"ref": "artifact://75596",
"store": "postgres",
"trace_id": "fb20ee5e1f9f44bf80acaa165f4c4573"
},
{
"created_at": "2026-04-09T13:03:12.503204+00:00",
"id": 75595,
"kind": "autotrade.decision.bundle",
"payload": {
"action": "unknown",
"agents": {
"compliance": {
"confidence": 0.0,
"constraints": {},
"decision_override": null,
"explanation": "LLM returned invalid output; ComplianceAgent used compliance_snapshot fallback.",
"mode": "degraded",
"raw_refs": {},
"reasons": [
"quality.llm_invalid_output"
],
"refs_used": [],
"signal": {},
"trading_allowed": true,
"violations": []
},
"execution": {
"confidence": null,
"constraints": {},
"entry_type": null,
"execution_style": null,
"explanation": "ExecutionAgent assessed entry timing and execution style.",
"max_slippage_bps": null,
"mode": "llm_error",
"raw_refs": {},
"reasons": [],
"refs_used": [
{
"kind": "market_liquidity",
"ref": "artifact://75283",
"title": "None",
"why": "Liquidity evidence used to decide passive/aggressive entry"
},
{
"kind": "market_snapshot",
"ref": "artifact://75294",
"title": "None",
"why": "Market snapshot used for execution context"
}
],
"signal": {},
"slices": null
},
"macro": {
"action": "hold",
"bias": "neutral",
"confidence": 0.5147147134474809,
"constraints": {},
"explanation": "LLM returned invalid output; MacroAgent used macro_snapshot structural signals fallback.",
"macro_score": null,
"mode": "degraded",
"raw_refs": {},
"reasons": [
"quality.llm_invalid_output",
"macro.structural_fallback"
],
"refs_used": [],
"regime": "neutral",
"signal": {
"macro_regime": "neutral",
"macro_structural_factors": [
"crypto_macro_score",
"usd_strong_crypto_headwind",
"equity_risk_off"
],
"macro_structural_score": -0.08826683374100314
}
},
"meta_decision": {
"action": "paper_only",
"confidence": 0.2,
"constraints": {},
"edge_score": 0.1252,
"entry_quality_score": 0.42,
"execution_vote": "allow",
"expected_value_score": 0.1027,
"explanation": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"final_summary": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
"mode": "degraded",
"price_asymmetry_score": 0.35,
"raw_refs": {},
"reason_codes": [
"ml_trust_low"
],
"reasons": [],
"refs_used": [],
"risk_vote": "allow",
"should_trade": false,
"signal": {
"calibration_score": null,
"drift_detected": false,
"health_state": "unknown",
"ml_trust": 0.0,
"synthetic_price": true,
"trend_direction": "flat"
},
"size_multiplier": 0.0,
"skip_reason": "ml_trust_low",
"trend_alignment_score": 0.4
},
"ml_judge": {
"accepted_refs": [],
"agreement_score": null,
"confidence": null,
"constraints": {},
"explanation": "MLJudgeAgent assessed prediction trustworthiness and model agreement.",
"horizon_fit": null,
"mode": "llm_error",
"raw_refs": {},
"reasons": [],
"refs_used": [
{
"kind": "ml_judgement",
"ref": "artifact://75465",
"title": "None",
"why": "Judgement artifact used as trust source"
}
],
"rejected_refs": [],
"signal": {},
"trust_score": null,
"usable": null
},
"onchain": {
"bearish_signals": [
"taker_sell_dominant:0.82 \u2014 aggressive market selling (bearish pressure)"
],
"bias": "bullish",
"bullish_signals": [
"cross_exchange_funding_negative:0.0001 \u2014 shorts overextended cross-exchange (squeeze risk)",
"fear_greed_extreme_fear:14/100 \u2014 extreme panic, contrarian buy signal"
],
"confidence": 0.6536,
"constraints": {},
"data_quality": "live",
"derivatives_signal": "neutral",
"exchange_flow_signal": "neutral",
"explanation": "On-chain signals lean BULLISH (score: +0.168). Bullish factors: cross_exchange_funding_negative:0.0001 \u2014 shorts overextended cross-exchange (squeeze risk); fear_greed_extreme_fear:14/100 \u2014 extreme panic, contrarian buy signal. Bearish factors: taker_sell_dominant:0.82 \u2014 aggressive market selling (bearish pressure).",
"mode": "deterministic",
"network_signal": "neutral",
"onchain_available": true,
"raw_refs": {},
"reasons": [],
"refs_used": [
{
"kind": "onchain_snapshot",
"ref": "artifact://75432",
"title": "None",
"why": "Primary on-chain evidence"
}
],
"score": 0.168,
"signal": {},
"valuation_signal": "unknown"
},
"portfolio": {
"allow_add": null,
"confidence": null,
"constraints": {},
"explanation": "PortfolioAgent assessed exposure and sizing constraints.",
"exposure_warning": null,
"mode": "llm_error",
"raw_refs": {},
"reasons": [],
"recommended_size_multiplier": null,
"refs_used": [
{
"kind": "portfolio_snapshot",
"ref": "artifact://75441",
"title": "None",
"why": "Portfolio snapshot used for exposure and correlation checks"
}
],
"signal": {}
},
"price": {
"confidence": 0.25,
"constraints": {},
"expected_close": 71292.38,
"expected_high": 72147.88856,
"expected_low": 70436.87144,
"expected_move_pct": 0.0,
"explanation": "Deterministic price corridor from ML bias and realized volatility.",
"horizon": "1h",
"mode": "degraded",
"path_shape": "chop",
"predicted_close_is_synthetic": true,
"price_range_68": {
"high": 72147.88856,
"low": 70436.87144
},
"price_range_95": {
"high": 72917.846264,
"low": 69666.913736
},
"raw_refs": {},
"reasoning_summary": "Deterministic price corridor from ML bias and realized volatility.",
"reasons": [],
"refs_used": [],
"signal": {
"ml_score": 0.0,
"predicted_close_is_synthetic": true,
"realized_vol_short": 0.012
},
"sl_hard": 70398.37355480001,
"sl_soft": 70864.62572000001,
"tp1": 71720.13428,
"tp2": 72105.11313200001
},
"rag_judge": {
"accepted_refs": [],
"confidence": null,
"consistency_score": null,
"constraints": {},
"explanation": "RAGJudgeAgent evaluated context relevance and quality.",
"mode": "llm_error",
"raw_refs": {},
"reasons": [],
"refs_used": [
{
"kind": "rag_judgement",
"ref": "artifact://75461",
"title": "None",
"why": "Judgement artifact used as base evaluation"
}
],
"rejected_refs": [],
"relevance_score": null,
"signal": {},
"usable": null
},
"risk": {
"action_after_risk": "hold",
"action_before_risk": "hold",
"active_risk_factors": [
{
"blocking": false,
"evidence": {
"ml_mode": null,
"signal_source": "deterministic_fallback"
},
"explanation": "Model confidence context is degraded or based on fallback inference.",
"id": "model_degraded_or_fallback",
"mitigation": "Lower aggressiveness and prioritize market/liquidity confirmation.",
"refs": [
"artifact://75294",
"artifact://75493",
"artifact://75441"
],
"score": 0.68,
"severity": "elevated",
"source": "ml.prediction",
"title": "Model quality / fallback risk",
"type": "model_risk"
},
{
"blocking": false,
"evidence": {
"degraded_dependencies": [
"strategy_agent_degraded"
]
},
"explanation": "Some dependencies/refs are missing or degraded, reducing operational confidence.",
"id": "system_degraded_dependencies",
"mitigation": "Run in caution mode or force manual review.",
"refs": [
"artifact://75294",
"artifact://75493",
"artifact://75441"
],
"score": 0.7,
"severity": "high",
"source": "pipeline.refs",
"title": "System/dependency degradation",
"type": "system_risk"
}
],
"autotrade_allowed": true,
"blocking_risks": [],
"caution_risks": [
{
"blocking": false,
"evidence": {
"ml_mode": null,
"signal_source": "deterministic_fallback"
},
"explanation": "Model confidence context is degraded or based on fallback inference.",
"id": "model_degraded_or_fallback",
"mitigation": "Lower aggressiveness and prioritize market/liquidity confirmation.",
"refs": [
"artifact://75294",
"artifact://75493",
"artifact://75441"
],
"score": 0.68,
"severity": "elevated",
"source": "ml.prediction",
"title": "Model quality / fallback risk",
"type": "model_risk"
},
{
"blocking": false,
"evidence": {
"degraded_dependencies": [
"strategy_agent_degraded"
]
},
"explanation": "Some dependencies/refs are missing or degraded, reducing operational confidence.",
"id": "system_degraded_dependencies",
"mitigation": "Run in caution mode or force manual review.",
"refs": [
"artifact://75294",
"artifact://75493",
"artifact://75441"
],
"score": 0.7,
"severity": "high",
"source": "pipeline.refs",
"title": "System/dependency degradation",
"type": "system_risk"
}
],
"confidence": 0.5071270198894748,
"confidence_after_risk": 0.17425403977894974,
"confidence_before_risk": 0.19263813956474526,
"constraints": {},
"degraded_dependencies": [
"strategy_agent_degraded"
],
"explanation": "Risk level low (score=0.14); 2 active factors, 0 blocking. Action hold -\u003e hold; size x1.00, confidence 0.19-\u003e0.17.",
"explanation_for_chat": "Detected risks: model_degraded_or_fallback, system_degraded_dependencies. Main impact: allow.",
"explanation_for_ui": "Risk level low (score=0.14); 2 active factors, 0 blocking. Action hold -\u003e hold; size x1.00, confidence 0.19-\u003e0.17.",
"manual_review_required": false,
"max_position": 100.0,
"mitigations": [
"Lower aggressiveness and prioritize market/liquidity confirmation.",
"Run in caution mode or force manual review."
],
"mode": "degraded",
"ok": true,
"raw_refs": {
"market_snapshot": "artifact://75294",
"portfolio": "artifact://75441",
"rag": [],
"strategy_agent_output": "artifact://75493"
},
"reasons": [
"model_degraded_or_fallback",
"system_degraded_dependencies"
],
"recommended_size_modifier": 1.0,
"refs_used": [
{
"kind": "market_snapshot",
"ref": "artifact://75294",
"title": "None",
"why": "Used as current market context for risk constraints and sizing checks."
},
{
"kind": "strategy_agent_output",
"ref": "artifact://75493",
"title": "None",
"why": "Used as the proposed strategy intent being evaluated by RiskAgent."
},
{
"kind": "portfolio_snapshot",
"ref": "artifact://75441",
"title": "None",
"why": "Used as portfolio exposure context for risk budgeting."
}
],
"risk_breakdown": {
"data_risk": {
"score": 0.3333333333333333,
"severity": "moderate"
},
"event_risk": {
"score": 0.0,
"severity": "low"
},
"execution_risk": {
"score": 0.0,
"severity": "low"
},
"liquidity_risk": {
"score": 0.0,
"severity": "low"
},
"market_risk": {
"score": 0.0,
"severity": "low"
},
"model_risk": {
"score": 0.68,
"severity": "elevated"
},
"policy_risk": {
"score": 0.0,
"severity": "low"
},
"portfolio_risk": {
"score": 0.0,
"severity": "low"
},
"signal_risk": {
"score": 0.0,
"severity": "low"
},
"strategy_risk": {
"score": 0.0,
"severity": "low"
},
"system_risk": {
"score": 0.7,
"severity": "high"
}
},
"risk_confidence": 0.65,
"risk_level": "low",
"risk_score": 0.13633333333333333,
"risk_summary": "Risk level low (score=0.14); 2 active factors, 0 blocking.",
"signal": {},
"stop_loss": 0.03715833
},
"sentiment": {
"action": null,
"bias": null,
"confidence": null,
"constraints": {},
"event_strength": null,
"explanation": "SentimentAgent analysis based on news flow and narratives.",
"mode": "llm_error",
"raw_refs": {},
"reasons": [],
"refs_used": [
{
"kind": "narratives",
"ref": "artifact://75358",
"title": "None",
"why": "Narratives enrichment used as sentiment source"
}
],
"sentiment_score": null,
"signal": {}
},
"strategy": {
"action": "hold",
"confidence": 0.19263813956474526,
"constraints": {
"allow_short": null,
"blacklist": [],
"horizon": null,
"max_leverage": null,
"max_position_usd": null,
"preferred_assets": [],
"style": null
},
"explanation": "StrategyAgent deterministic fallback used because LLM was unavailable or invalid. Decision was derived from ML direction, market momentum/regime, narrative sentiment and news bias.",
"mode": "degraded",
"profile_summary_text": "language=Default",
"raw_refs": {
"market_snapshot": "artifact://75294",
"ml": [],
"narratives": "artifact://75358",
"news": [],
"rag": []
},
"reasons": [],
"refs_used": [
{
"kind": "market_snapshot",
"ref": "artifact://75294",
"title": "None",
"why": "Used as the primary market state input for strategy formation."
},
{
"kind": "narratives",
"ref": "artifact://75358",
"title": "None",
"why": "Used as narrative/sentiment context for structural market interpretation."
}
],
"signal": {
"asset": "BTC",
"bias": "neutral",
"blockers": [
"mostly_empty_inputs"
],
"direction": "neutral",
"factors": [
"macro_structural_bias"
],
"macd_hist": null,
"macro_agent_signed": 0.0,
"macro_agent_weight": 0.43750750643035874,
"macro_structural_score": -0.08826683374100314,
"market_momentum": 0.0001788729823653686,
"ml_score": 0.0,
"narrative_score": 0.0,
"news_score": 0.0,
"pair": "BTC/USDT",
"price_vs_slow": 0.0,
"reason_codes": [
"hold_deadband"
],
"regime": null,
"rsi": null,
"score": -0.017331395379942962,
"score_deadband": 0.042,
"source": "deterministic_fallback"
}
},
"supervisor": {
"action": "hold",
"blocking_factors": [],
"confidence": 0.23417117619884426,
"constraints": {},
"explanation": "LLM unavailable/invalid; SupervisorAgent applied deterministic arbitration.",
"mode": "degraded",
"overrides": [],
"raw_refs": {},
"reasons": [
"risk_approved",
"compliance_clear",
"deterministic_arbitration"
],
"refs_used": [
{
"kind": "compliance",
"ref": "artifact://75445",
"title": "None",
"why": "Compliance gate can override final action"
},
{
"kind": "portfolio",
"ref": "artifact://75441",
"title": "None",
"why": "Portfolio state can reduce or block adding risk"
},
{
"kind": "macro",
"ref": "artifact://75428",
"title": "None",
"why": "Macro backdrop influences regime filter"
},
{
"kind": "ml_judge",
"ref": "artifact://75465",
"title": "None",
"why": "ML trust influences final confidence"
},
{
"kind": "rag_judge",
"ref": "artifact://75461",
"title": "None",
"why": "RAG trust influences evidence usage"
}
],
"signal": {
"asset": null,
"blockers": [],
"max_position": 100.0,
"pair": "BTC/USDT",
"recommended_size_modifier": 1.0,
"risk_confidence": 0.5071270198894748,
"risk_ok": true,
"source": "deterministic_fallback",
"stop_loss": 0.03715833,
"strategy_action": "hold",
"strategy_confidence": 0.19263813956474526
},
"winner_factors": [
"risk_approved",
"compliance_clear",
"deterministic_arbitration"
]
},
"trading": {
"action": "hold",
"confidence": 0.23417117619884426,
"constraints": {},
"explanation": "TradingAgent deterministic fallback used because LLM was unavailable or invalid. Final intent was derived from StrategyAgent output and RiskAgent constraints.",
"mode": "degraded",
"raw_refs": {
"compliance": "artifact://75445",
"execution": "artifact://75513",
"risk_agent_output": "artifact://75506",
"strategy_agent_output": "artifact://75493"
},
"reasons": [],
"refs_used": [
{
"kind": "strategy_agent_output",
"ref": "artifact://75493",
"title": "None",
"why": "Used as the source strategy intent to convert into final trading intent."
},
{
"kind": "risk_agent_output",
"ref": "artifact://75506",
"title": "None",
"why": "Used as the risk approval and constraint layer for final trading intent."
},
{
"kind": "execution_agent_output",
"ref": "artifact://75513",
"title": "None",
"why": "Used as execution-style guidance for final intent shaping."
},
{
"kind": "compliance_snapshot",
"ref": "artifact://75445",
"title": "None",
"why": "Used as policy context so final trading intent respects hard gates."
}
],
"signal": {
"asset": null,
"blockers": [],
"max_position": 100.0,
"pair": "BTC/USDT",
"recommended_size_modifier": 1.0,
"risk_confidence": 0.5071270198894748,
"risk_ok": true,
"source": "deterministic_fallback",
"stop_loss": 0.03715833,
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},
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"explanation": "Deterministic trend estimate from momentum and ML directional bias.",
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"momentum_flip",
"range_break_against_direction"
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"mode": "degraded",
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},
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"explanation": "LLM returned invalid output; ComplianceAgent used compliance_snapshot fallback.",
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"mode": "degraded",
"needs_manual_review": true,
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"rag": []
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"explanation": "ExecutionAgent assessed entry timing and execution style.",
"mode": "llm_error",
"model": "gemma3:12b",
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{
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"title": null,
"why": "Liquidity evidence used to decide passive/aggressive entry"
},
{
"kind": "market_snapshot",
"ref": "artifact://75294",
"title": null,
"why": "Market snapshot used for execution context"
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},
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"side": null,
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"symbol": "BTC/USDT",
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"error": "All connection attempts failed",
"explanation": "MLJudgeAgent assessed prediction trustworthiness and model agreement.",
"mode": "llm_error",
"model": "gemma3:12b",
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{
"kind": "ml_judgement",
"ref": "artifact://75465",
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"why": "Judgement artifact used as trust source"
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"error": "All connection attempts failed",
"explanation": "RAGJudgeAgent evaluated context relevance and quality.",
"mode": "llm_error",
"model": "gemma3:12b",
"raw_refs": {},
"reason": "quality.llm_exception",
"refs_used": [
{
"kind": "rag_judgement",
"ref": "artifact://75461",
"title": null,
"why": "Judgement artifact used as base evaluation"
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}
},
"macro": {
"action": "hold",
"autotrade_safe": false,
"bias": "neutral",
"confidence": 0.5147147134474809,
"deterministic_route_quality": "degraded_deterministic",
"explanation": "LLM returned invalid output; MacroAgent used macro_snapshot structural signals fallback.",
"llm_status": "exception",
"mode": "degraded",
"needs_manual_review": true,
"quality": "degraded",
"raw_refs": {},
"reason": "All connection attempts failed",
"reasons": [
"quality.llm_invalid_output",
"macro.structural_fallback"
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"signal": {
"macro_regime": "neutral",
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"usd_strong_crypto_headwind",
"equity_risk_off"
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},
"meta_decision": {
"action": "paper_only",
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"confidence": 0.2,
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"quality": "degraded",
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"ml_trust_low"
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{
"kind": "ml_judgement",
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},
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"fear_greed_extreme_fear:14/100 \u2014 extreme panic, contrarian buy signal"
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"explanation": "On-chain signals lean BULLISH (score: +0.168). Bullish factors: cross_exchange_funding_negative:0.0001 \u2014 shorts overextended cross-exchange (squeeze risk); fear_greed_extreme_fear:14/100 \u2014 extreme panic, contrarian buy signal. Bearish factors: taker_sell_dominant:0.82 \u2014 aggressive market selling (bearish pressure).",
"extra_metrics": {
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"fear_greed_label": "Extreme Fear",
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"network_signal": "neutral",
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"quality": "trusted",
"refs_used": [
{
"kind": "onchain_snapshot",
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"score": 0.168,
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"explanation": "PortfolioAgent assessed exposure and sizing constraints.",
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{
"kind": "portfolio_snapshot",
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"price": {
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"error": "All connection attempts failed",
"explanation": "RAGJudgeAgent evaluated context relevance and quality.",
"mode": "llm_error",
"model": "gemma3:12b",
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{
"kind": "rag_judgement",
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]
},
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{
"blocking": false,
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"explanation": "Model confidence context is degraded or based on fallback inference.",
"id": "model_degraded_or_fallback",
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"score": 0.68,
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{
"blocking": false,
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"strategy_agent_degraded"
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},
"explanation": "Some dependencies/refs are missing or degraded, reducing operational confidence.",
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"score": 0.7,
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],
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{
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"score": 0.68,
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{
"blocking": false,
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"strategy_agent_degraded"
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},
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"id": "system_degraded_dependencies",
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"explanation_for_chat": "Detected risks: model_degraded_or_fallback, system_degraded_dependencies. Main impact: allow.",
"explanation_for_ui": "Risk level low (score=0.14); 2 active factors, 0 blocking. Action hold -\u003e hold; size x1.00, confidence 0.19-\u003e0.17.",
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"ok": true,
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{
"kind": "strategy_agent_output",
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{
"kind": "portfolio_snapshot",
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{
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{
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{
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{
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{
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{
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{
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{
"kind": "rag_judge",
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"final_summary": "Meta decision derived from strategy/risk/execution/trend/price consistency.",
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{
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